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WO2024131558A1 - Method and apparatus for determining potential for lithium precipitation in lithium ion battery, and electronic device - Google Patents

Method and apparatus for determining potential for lithium precipitation in lithium ion battery, and electronic device Download PDF

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Publication number
WO2024131558A1
WO2024131558A1 PCT/CN2023/137219 CN2023137219W WO2024131558A1 WO 2024131558 A1 WO2024131558 A1 WO 2024131558A1 CN 2023137219 W CN2023137219 W CN 2023137219W WO 2024131558 A1 WO2024131558 A1 WO 2024131558A1
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WO
WIPO (PCT)
Prior art keywords
lithium
ion battery
charging
curve
order differential
Prior art date
Application number
PCT/CN2023/137219
Other languages
French (fr)
Chinese (zh)
Inventor
郑媛媛
刘俊文
李伟
Original Assignee
湖北亿纬动力有限公司
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Publication of WO2024131558A1 publication Critical patent/WO2024131558A1/en

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    • GPHYSICS
    • G01MEASURING; TESTING
    • G01RMEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R31/00Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
    • G01R31/36Arrangements for testing, measuring or monitoring the electrical condition of accumulators or electric batteries, e.g. capacity or state of charge [SoC]
    • G01R31/367Software therefor, e.g. for battery testing using modelling or look-up tables
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01RMEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R31/00Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
    • G01R31/36Arrangements for testing, measuring or monitoring the electrical condition of accumulators or electric batteries, e.g. capacity or state of charge [SoC]
    • G01R31/378Arrangements for testing, measuring or monitoring the electrical condition of accumulators or electric batteries, e.g. capacity or state of charge [SoC] specially adapted for the type of battery or accumulator
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01RMEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R31/00Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
    • G01R31/36Arrangements for testing, measuring or monitoring the electrical condition of accumulators or electric batteries, e.g. capacity or state of charge [SoC]
    • G01R31/382Arrangements for monitoring battery or accumulator variables, e.g. SoC
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02EREDUCTION OF GREENHOUSE GAS [GHG] EMISSIONS, RELATED TO ENERGY GENERATION, TRANSMISSION OR DISTRIBUTION
    • Y02E60/00Enabling technologies; Technologies with a potential or indirect contribution to GHG emissions mitigation
    • Y02E60/10Energy storage using batteries

Definitions

  • the present application relates to the field of battery technology, and in particular to a method, device and electronic equipment for determining the lithium deposition potential of a lithium-ion battery.
  • lithium-ion batteries have been widely used in electric vehicles due to their advantages such as light weight, high energy density and long service life. While constantly pursuing endurance, people have put forward higher requirements for fast charging performance. However, lithium-ion batteries still have various aging mechanisms, such as lithium precipitation, solid electrolyte interface (SEI) film growth and positive electrode active material loss, which accelerate battery capacity decay and may also cause safety problems.
  • SEI solid electrolyte interface
  • the present application provides a method, device and electronic device for determining the lithium deposition potential of a lithium-ion battery to solve the above-mentioned technical problems.
  • the present application provides a method, device and electronic equipment for determining the lithium deposition potential of a lithium ion battery, which solves the problem of long time consumption and low accuracy in lithium deposition detection of lithium ion batteries, and can clearly and intuitively see the true lithium deposition potential of the lithium ion battery.
  • an embodiment of the present application provides a method for determining a lithium deposition potential of a lithium ion battery, the method for determining a lithium deposition potential of a lithium ion battery comprising:
  • the lithium deposition state of the lithium ion battery is judged and the lithium deposition potential of the lithium ion battery is determined according to the first-order differential dQ/dV-V curve of the charging capacity and the second-order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium ion battery.
  • an embodiment of the present application provides a device for determining a lithium deposition potential of a lithium ion battery, the device for determining a lithium deposition potential of a lithium ion battery comprising:
  • the data acquisition module is configured to collect voltage and capacity data of the lithium-ion battery during a charging test of the lithium-ion battery; wherein, during the same charging test process, the charging rate is the same and the charging temperature is the same;
  • a differential processing module performs differential processing on the voltage and the capacity data to obtain a first-order differential dQ/dV-V curve of the charging capacity and a second-order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium-ion battery;
  • the lithium deposition potential determination module is configured to determine the lithium deposition potential of the lithium ion battery after confirming that lithium deposition occurs in the lithium ion battery according to the first order differential dQ/dV-V curve of the charging capacity and the second order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium ion battery.
  • an embodiment of the present application provides an electronic device, the electronic device comprising:
  • the memory stores a computer program that can be executed by the at least one processor, and the computer program is executed by the at least one processor so that the at least one processor can execute the method for determining the lithium deposition potential of a lithium-ion battery described in any embodiment of the present application.
  • the method for determining the lithium deposition potential of a lithium ion battery provided in an embodiment of the present application, by real-time acquisition of voltage data and capacity data of the lithium ion battery during a charging test, draws a first-order differential dQ/dV-V curve and a second-order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium ion battery, and judges the lithium deposition state of the lithium ion battery according to the first-order differential dQ/dV-V curve and the second-order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium ion battery, and determines the lithium deposition potential of the lithium ion battery after confirming that lithium deposition has occurred in the lithium ion battery, thereby solving the problems of long time consumption and low accuracy in lithium deposition detection of the lithium ion battery, and at the same time being able to clearly and intuitively see the true lithium deposition potential of the lithium ion battery.
  • FIG1 is a flow chart of a method for determining the lithium deposition potential of a lithium ion battery provided in an embodiment of the present application
  • FIG2 is a preset charging test diagram of a lithium-ion battery at different charging rates and different charging temperatures provided in an embodiment of the present application;
  • FIG. 3 is a flow chart of another method for determining the lithium deposition potential of a lithium ion battery provided in an embodiment of the present application;
  • FIG4 is a first-order and second-order differential curve of 1C charging capacity at 25° C. provided in an embodiment of the present application.
  • FIG. 5 is a flow chart of another method for determining the lithium deposition potential of a lithium ion battery provided in an embodiment of the present application
  • FIG6 is a first-order and second-order differential curve of 1.5C charging capacity at 25° C. provided in an embodiment of the present application.
  • FIG7 is a first-order and second-order differential curve of 0.1C charging capacity at -10°C provided in an embodiment of the present application.
  • FIG8 is a schematic structural diagram of a device for determining lithium deposition potential of a lithium-ion battery provided in an embodiment of the present application.
  • FIG. 9 shows a schematic diagram of the structure of an electronic device that can be used to implement an embodiment of the present application.
  • FIG. 1 is a flow chart of a method for determining the lithium deposition potential of a lithium ion battery provided in the present application embodiment.
  • the method for determining the lithium deposition potential of a lithium ion battery includes:
  • the lithium-ion battery can be a lithium iron phosphate battery, a ternary lithium battery, a lithium manganese oxide battery, etc., and the embodiment of the present application is not limited to this.
  • the lithium-ion battery can include soft-pack, square, cylindrical or special-shaped battery cells.
  • the voltage data of the lithium-ion battery during the charging test can be collected by a voltage sensor.
  • the voltage sensor can be a capacitive voltage sensor, a resistive voltage sensor, etc., and the embodiment of the present application is not limited to this.
  • the voltage acquisition accuracy can be 0.1mV
  • the time interval for collecting voltage data can be 10ms, 20ms, 30ms, etc., and the embodiment of the present application is not limited to this, as long as the time interval for collecting voltage data is not greater than 1s.
  • the time interval for collecting voltage data is too large, which affects the curve drawing of voltage and capacity, and then affects the accuracy of lithium ion battery lithium precipitation potential.
  • Capacity can be understood as the charge capacity of the lithium-ion battery during the charging test.
  • the time interval for collecting charge capacity data is the same as the time interval for collecting voltage data.
  • the charging rate and charging temperature should be kept the same.
  • the present application embodiment produces a preset charging test diagram of lithium-ion batteries at different charging rates and different charging temperatures.
  • the rate at which the lithium-ion battery will never plating lithium can be estimated, and the maximum charging rate allowed for the lithium-ion battery can also be designed according to the preset charging test diagram.
  • the charging temperature and charging rate in the preset charging test diagram can be adjusted according to actual needs.
  • the test temperature of the lithium-ion battery can be set to be relatively low. If the lithium-ion battery is used in a high temperature environment for a long time, the test temperature of the lithium-ion battery can be set to be relatively high. The embodiments of the present application do not limit this. If it is required to estimate the rate at which the lithium-ion battery will absolutely not deposit lithium very accurately, it is necessary to design the charging rate of the lithium-ion battery to be relatively dense. If it is required to estimate the rate at which the lithium-ion battery will absolutely not deposit lithium with low accuracy, it is sufficient to design the density of the number of charging rates of the lithium-ion battery to be moderate.
  • FIG2 is a preset charging test diagram of a lithium-ion battery at different charging rates and different charging temperatures provided in an embodiment of the present application.
  • the lithium-ion battery can be subjected to charging tests at the same charging temperature and different charging rates.
  • the lithium-ion battery is subjected to charging tests at 0.1C charging rate, 0.33C charging rate, 0.5C charging rate, 1.0C charging rate, 1.5C charging rate and 2.0C charging rate, respectively, wherein the same charging temperature can be achieved by a temperature control box; the lithium-ion battery can also be subjected to charging tests at the same charging rate and different charging temperatures.
  • the lithium-ion battery is subjected to charging tests at ambient temperatures of -10° C., 0° C., 10° C., 25° C. and 35° C., respectively, and the embodiment of the present application does not limit this.
  • a voltage-capacity curve of the lithium-ion battery can be plotted based on measured voltage and capacity data of the lithium-ion battery. Based on the plotted voltage-capacity curve of the lithium-ion battery, a slope value corresponding to each point in the curve is obtained. Combined with the voltage value V corresponding to each point, a first-order differential dQ/dV-V curve of the charging capacity of the lithium-ion battery is obtained. Similarly, based on the plotted first-order differential dQ/dV-V curve of the charging capacity of the lithium-ion battery, a slope value corresponding to each point in the curve is obtained.
  • a second-order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium-ion battery is obtained.
  • the measured voltage and capacity data of the lithium-ion battery can also be processed, and the voltage value of the nth data point is used as an example for detailed description, which is as follows: the voltage value of the nth data point is added to the fixed voltage interval to obtain the voltage value of the n+1th data point, wherein the fixed voltage interval can be any value from 1mV to 5mV, and the embodiment of the present application is not limited to this.
  • the capacity data Q1 corresponding to the voltage value of the n+1th data point is obtained by precise search; then the fixed voltage interval is subtracted from the voltage value of the nth data point to obtain the voltage value of the n-1th data point, and the capacity data Q2 corresponding to the voltage value of the n-1th data point is obtained by precise search; the capacity data Q1 corresponding to the voltage value of the n+1th data point is subtracted from the fixed voltage interval to obtain the capacity data Q2 corresponding to the voltage value of the n-1th data point; dQ can be obtained by subtracting the capacity data Q1 corresponding to the voltage value of the n+1th data point from the capacity data Q2 corresponding to the voltage value of the n-1th data point, and dV can be obtained by adding the two fixed voltage intervals.
  • a series of dV and dQ data are obtained, and then dQ is divided by dV to obtain another data dQ/dV, and then dQ/dV is used as the ordinate and the voltage corresponding to each dQ/dV data is used as the abscissa to obtain the first-order differential dQ/dV-V curve of the charging capacity of the lithium-ion battery.
  • the voltage value of the nth data point is added to the fixed voltage interval to obtain the voltage value of the n+1th data point, and the dQ/dV data m1 corresponding to the voltage value of the n+1th data point is obtained by precise search; then the voltage value of the nth data point is subtracted from the fixed voltage interval to obtain the voltage value of the n-1th data point, and the dQ/dV data m2 corresponding to the voltage value of the n-1th data point is obtained by precise search; the dQ/dV data m1 corresponding to the voltage value of the n+1th data point is subtracted from the fixed voltage interval to obtain the voltage value of the n-1th data point, and the dQ/dV data m2 corresponding to the voltage value of the n-1th data point is obtained by precise search; the dQ/dV data m1 corresponding to the voltage value of the n+1th data point is subtracted from the dQ/dV data m2 corresponding to the voltage value of
  • the first-order differential dQ/dV-V curve is easily affected by the charging rate and the charging temperature.
  • the charging rate gradually increases or the charging temperature gradually decreases, some characteristic peaks in the first-order differential curve gradually merge to form a wider characteristic peak.
  • the charging rate of the lithium-ion battery is less than the preset charging rate and the charging temperature is greater than the preset temperature, it means that the characteristic peak in the first-order differential dQ/dV-V curve of the charging capacity at this time is relatively obvious, wherein the preset charging rate and the preset temperature can be set according to actual conditions, and the lithium deposition state of the lithium-ion battery can be judged by the first-order differential dQ/dV-V curve of the charging capacity.
  • the lithium deposition potential of the lithium-ion battery can be determined by the first-order differential dQ/dV-V curve of the charging capacity, or the lithium deposition potential of the lithium-ion battery can be determined by the second-order differential d2Q / dV2 -V curve of the charging capacity, and the embodiment of the present application does not limit this.
  • the charging rate of the lithium-ion battery is greater than the preset charging rate and/or the charging temperature is less than the preset temperature, it means that the characteristic peak in the first-order differential dQ/dV-V curve of the charging capacity is not obvious or there is a phenomenon of fusion of voltage characteristic peaks.
  • the method for determining the lithium deposition potential of a lithium ion battery collects voltage data and capacity data of the lithium ion battery in real time during a charging test, draws a first-order differential dQ/dV-V curve and a second-order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium ion battery, and judges the lithium deposition state of the lithium ion battery and determines the lithium deposition potential of the lithium ion battery according to the first-order differential dQ/dV-V curve and the second-order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium ion battery, thereby solving the problems of long time consumption and low accuracy in lithium deposition detection of the lithium ion battery, and can clearly and intuitively see the true lithium deposition potential of the lithium ion battery.
  • FIG3 is a flow chart of another method for determining the lithium deposition potential of a lithium ion battery provided in an embodiment of the present application.
  • the lithium deposition state of the lithium ion battery is judged and the lithium deposition potential of the lithium ion battery is determined according to the first-order differential dQ/dV-V curve of the charging capacity and the second-order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium ion battery.
  • the method for determining the lithium deposition potential of the lithium ion battery includes:
  • S230 Determine whether lithium deposition occurs in the lithium-ion battery according to a first-order differential dQ/dV-V curve of the charging capacity of the lithium-ion battery.
  • the voltage platform representing lithium deposition corresponds to the characteristic peak of lithium deposition.
  • the charging rate of the lithium-ion battery is less than the preset charging rate and the charging temperature is greater than the preset temperature, it means that the characteristic peak in the first-order differential dQ/dV-V curve of the charging capacity at this time is relatively obvious.
  • the lithium deposition state of the lithium-ion battery that is, whether lithium deposition occurs in the lithium-ion battery, can be determined by the first-order differential dQ/dV-V curve of the charging capacity. Exemplarily, taking a lithium iron phosphate battery with a charging temperature of 25°C and a charging rate of 1C as an example, whether lithium deposition occurs in the lithium-ion battery is described in detail, as follows:
  • the dotted line is the first-order differential dQ/dV-V curve of the 1C charging capacity of the lithium iron phosphate battery at 25°C
  • the solid line is the second-order differential d 2 Q/dV 2 -V curve of the 1C charging capacity of the lithium iron phosphate battery at 25°C.
  • the first-order differential dQ/dV-V curve of the charging capacity will correspond to a fifth peak.
  • 5 peaks can be obtained from the first-order differential dQ/dV-V curve of the 1C charging capacity of the lithium iron phosphate battery at 25°C. It can be judged that there is a lithium deposition characteristic peak in the phase change peak of the first-order differential dQ/dV-V curve of the charging capacity at 25°C and 1C charging rate, which confirms that lithium deposition occurs in the lithium iron phosphate battery.
  • the corresponding lithium deposition characteristic peak maximum point of the second-order differential d 2 Q/dV 2 -V curve of the 1C charging capacity at 25° C. of the lithium iron phosphate battery is found, and the voltage value corresponding to the lithium deposition characteristic peak maximum point is the lithium deposition potential of the lithium iron phosphate battery.
  • the method for determining the lithium deposition potential of a lithium ion battery determines whether lithium deposition occurs in the lithium ion battery according to a first-order differential dQ/dV-V curve of the charging capacity of the lithium ion battery when the charging rate of the lithium ion battery is less than a preset charging rate and the charging temperature is greater than a preset temperature. If lithium deposition occurs in the lithium ion battery, the lithium deposition potential of the lithium ion battery is determined according to a second-order differential charging capacity d2Q / dV2 -V curve of the lithium ion battery.
  • FIG5 is a flow chart of another method for determining the lithium deposition potential of a lithium ion battery provided by an embodiment of the present application.
  • the lithium deposition state of the lithium ion battery is judged and the lithium deposition potential of the lithium ion battery is determined according to the first-order differential dQ/dV-V curve of the charging capacity and the second-order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium ion battery.
  • the method for determining the lithium deposition potential of the lithium ion battery includes:
  • the charging rate of the lithium-ion battery is greater than the preset charging rate and/or the charging temperature is less than the preset temperature, it means that the characteristic peak in the first-order differential dQ/dV-V curve of the charging capacity of the lithium-ion battery is not obvious or the characteristic peak in the first-order differential dQ/dV-V curve of the charging capacity of the lithium-ion battery will be fused. It is difficult to judge the lithium deposition state of the lithium-ion battery by the first-order differential dQ/dV-V curve of the charging capacity.
  • FIG6 is a first-order and second-order differential curve of a 1.5C charging capacity at 25°C provided by an embodiment of the present application.
  • the dotted line is a first-order differential dQ/dV-V curve of a 1.5C charging capacity of a lithium iron phosphate battery at 25°C
  • the solid line is a second-order differential d 2 Q/dV 2 -V curve of a 1.5C charging capacity of a lithium iron phosphate battery at 25°C.
  • the first-order differential curve of the charging capacity will correspond to four peaks.
  • the characteristic peaks in the first-order differential dQ/dV-V curve of the charging capacity at 25°C are fused.
  • the characteristic peaks in the first-order differential dQ/dV-V curve of the 1.5C charging capacity of the lithium iron phosphate battery at 25°C are not obvious.
  • the second-order differential d 2 Q/dV 2 -V curve is used to judge whether lithium deposition occurs in the lithium iron phosphate battery. For every characteristic peak in the first-order differential dQ/dV-V curve, a maximum point will appear in the second-order differential d 2 Q/dV 2 -V curve. When five maximum points appear in the second-order differential d 2 Q/dV 2 -V curve, it can be judged that lithium deposition occurs in the lithium iron phosphate battery under the conditions of 25°C and 1.5C charging rate.
  • the method of combining the first-order differential dQ/dV-V curve of the charging capacity of the lithium-ion battery with the second-order differential d2Q / dV2 -V curve of the charging capacity of the lithium-ion battery is suitable for different charging rate ranges.
  • the method of combining the first-order differential dQ/dV-V curve of the charging capacity of the lithium-ion battery with the second-order differential d2Q / dV2 -V curve of the charging capacity of the lithium-ion battery can be used to determine whether lithium deposition occurs in the lithium-ion battery.
  • a lithium iron phosphate battery with a charging temperature of -10°C and a charging rate of 0.1C is used as an example to explain in detail whether lithium plating occurs in the lithium-ion battery.
  • the specific description is as follows:
  • FIG7 is a first-order and second-order differential curves of the 0.1C charging capacity at -10°C provided by an embodiment of the present application.
  • the dotted line is the first-order differential dQ/dV-V curve of the 0.1C charging capacity of the lithium iron phosphate battery at -10°C
  • the solid line is the second-order differential d 2 Q/dV 2 -V curve of the 0.1C charging capacity of the lithium iron phosphate battery at -10°C.
  • the first-order differential curve of the charging capacity will correspond to four peaks.
  • the characteristic peaks in the first-order differential dQ/dV-V curve of the charging capacity at -10°C are fused.
  • the characteristic peaks in the first-order differential dQ/dV-V curve of the 0.1C charging capacity of the lithium iron phosphate battery at -10°C are not obvious.
  • the second-order differential d 2 Q/dV 2 -V curve is used to judge whether lithium deposition occurs in the lithium iron phosphate battery. For every characteristic peak in the first-order differential dQ/dV-V curve, a maximum point will appear in the second-order differential d 2 Q/dV 2 -V curve. When five maximum points appear in the second-order differential d 2 Q/dV 2 -V curve, it can be judged that lithium deposition occurs in the lithium iron phosphate battery under the conditions of -10°C and 0.1C charging rate.
  • the method of determining whether lithium deposition occurs in a lithium-ion battery by combining the first-order differential dQ/dV-V curve of the charging capacity with the second-order differential d2Q / dV2 -V curve of the charging capacity of the lithium-ion battery is applicable to different charging rate ranges. Exemplarily, under the conditions that the charging temperature is -10°C and the charging rate is less than 0.1C, the method of determining whether lithium deposition occurs in the lithium-ion battery by combining the first-order differential dQ/dV-V curve of the charging capacity with the second-order differential d2Q / dV2 -V curve of the charging capacity of the lithium-ion battery is applicable.
  • the charging temperature is -10°C and the charging rate is greater than 0.1C, it is not applicable to determine whether lithium deposition occurs in the lithium-ion battery by combining the first-order differential dQ/dV-V curve of the charging capacity with the second-order differential d2Q / dV2 -V curve of the charging capacity of the lithium-ion battery.
  • the voltage value corresponding to the maximum point of the second-order differential d2Q / dV2 -V curve of the charging capacity of the lithium iron phosphate battery is the lithium deposition potential of the lithium iron phosphate battery.
  • the voltage value corresponding to the fifth characteristic peak 2 shown in Figure 6 is the lithium deposition potential of the lithium iron phosphate battery
  • the voltage value corresponding to the fifth characteristic peak 3 shown in Figure 7 is the lithium deposition potential of the lithium iron phosphate battery.
  • the method for determining the lithium deposition potential of a lithium ion battery determines whether lithium deposition occurs in the lithium ion battery according to a first-order differential dQ/dV-V curve of the charging capacity of the lithium ion battery and in combination with a second-order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium ion battery when the charging rate of the lithium ion battery is greater than a preset charging rate and/or the charging temperature is less than a preset temperature. If lithium deposition occurs in the lithium ion battery, the lithium deposition potential of the lithium ion battery is determined according to the second-order differential d 2 Q/dV 2 -V curve of the lithium ion battery.
  • determining the lithium deposition potential of the lithium ion battery according to the second-order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium ion battery includes:
  • the voltage corresponding to the maximum point of the lithium deposition characteristic peak in the second-order differential d 2 Q/dV 2 -V curve of the charging capacity is determined as the lithium deposition potential of the lithium ion battery.
  • the corresponding lithium precipitation characteristic peak maximum point of the second-order differential d2Q / dV2 -V curve of 1C charging capacity at 25°C is found, and the voltage value corresponding to the maximum point of the lithium precipitation characteristic peak is the lithium precipitation potential of the lithium iron phosphate battery; as shown in FIG6 and FIG7, the voltage value corresponding to the maximum point of the lithium precipitation characteristic peak of the second-order differential d2Q / dV2 -V curve of the charging capacity of the lithium iron phosphate battery is the lithium precipitation potential of the lithium iron phosphate battery.
  • the peak in the second-order differential d2Q / dV2 -V curve is high in sharpness, it is easy to determine the location of the peak point, so the voltage corresponding to the maximum point of the lithium precipitation characteristic peak in the second-order differential d2Q / dV2 -V curve of the charging capacity is determined as the lithium precipitation potential of the lithium ion battery, which can further clearly and intuitively see the real lithium precipitation potential of the lithium ion battery and improve accuracy.
  • a charging test is performed on lithium ions, and a method for determining the lithium deposition potential of a lithium ion battery includes:
  • the lithium-ion battery is charged at different charging rates at multiple charging temperatures; wherein the charging rate at each charging temperature at least includes the charging rate without lithium deposition and the maximum allowed continuous charging rate; during each charging test, the lithium-ion battery is fully charged to the cut-off voltage according to the charging rate.
  • the lithium-ion battery under the condition of keeping the ambient temperature constant at 25°C, the lithium-ion battery is charged at 0.1C charging rate, 0.33C charging rate, 0.5C charging rate, 1.0C charging rate, 1.5C charging rate and 2.0C charging rate, respectively, wherein the same charging temperature can be achieved by a temperature control box; the lithium-ion battery can also be charged at the same charging rate and different charging temperatures.
  • the lithium-ion battery under the condition of keeping the charging rate constant at 0.5C, the lithium-ion battery is charged at an ambient temperature of -10°C, 0°C, 10°C, 25°C, and 35°C, respectively.
  • the charging rate at each charging temperature includes at least the charging rate without lithium precipitation and the maximum continuous charging rate allowed.
  • the rate at which the lithium-ion battery absolutely does not precipitate lithium can be estimated, and the maximum charging rate allowed for the lithium-ion battery can also be designed according to the preset charging test diagram.
  • the lithium-ion battery is fully charged to a cut-off voltage according to the charging rate.
  • the cut-off voltage of the lithium iron phosphate battery is 3.55V-3.65V
  • the cut-off voltage of the ternary lithium battery is 4.2V-4.35V.
  • the method for determining the lithium deposition potential of a lithium-ion battery further includes:
  • the second-order differential d 2 Q/dV 2 -V curve of the charging capacity corresponding to different charging temperatures of the lithium-ion battery is obtained to determine the lithium plating potential of the lithium-ion battery at different charging temperatures; thereby, it is convenient to determine the appropriate charging temperature at each charging rate and the appropriate charging stop potential at different charging temperatures.
  • the second-order differential d 2 Q/dV 2 -V curve of the charging capacity corresponding to different charging rates of the lithium ion battery is obtained to determine the lithium deposition potential of the lithium ion battery at different charging rates, so as to facilitate the determination of the appropriate charging rate at each charging temperature and the appropriate charging stop potential at different charging rates.
  • the charging temperature range of the lithium-ion battery that allows continuous charging includes -30°C to 55°C; the charging rate range of the lithium-ion battery that allows continuous charging includes 0.01C to 2C;
  • the charging voltage collection time interval is less than or equal to 1S, and the charging voltage collection accuracy is less than or equal to 1mV.
  • the time interval for collecting voltage data is too long, it will affect the drawing of voltage and capacity curves, and thus affect the accuracy of lithium ion battery lithium deposition potential. If the charging voltage collection time interval is less than or equal to 1S and the charging voltage collection accuracy is less than or equal to 1mV, the accuracy of lithium ion battery lithium deposition potential can be guaranteed.
  • FIG8 is a schematic diagram of the structure of a device for determining the lithium deposition potential of a lithium ion battery provided in an embodiment of the present application.
  • the device 500 for determining the lithium deposition potential of a lithium ion battery includes:
  • the data acquisition module 510 is used to collect the voltage and capacity data of the lithium-ion battery during the charging test of the lithium-ion battery; wherein, in the same charging test process, the charging rate is the same and the charging temperature is the same;
  • a differential processing module 520 performs differential processing on the voltage and the capacity data to obtain a first-order differential dQ/dV-V curve of the charging capacity and a second-order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium-ion battery;
  • the lithium deposition potential determination module 530 is used to judge the lithium deposition state of the lithium ion battery according to the first-order differential dQ/dV-V curve and the second-order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium ion battery, and determine the lithium deposition potential of the lithium ion battery after confirming that lithium deposition occurs in the lithium ion battery.
  • the lithium deposition potential determination module 530 includes:
  • First-order judgment unit used to judge whether lithium deposition occurs in the lithium-ion battery according to the first-order differential dQ/dV-V curve of the charging capacity of the lithium-ion battery;
  • Lithium deposition determination unit used to determine the lithium deposition potential of the lithium ion battery according to the second-order differential d 2 Q/dV 2 -V curve of the lithium ion battery if lithium deposition occurs in the lithium ion battery.
  • the lithium deposition state of the lithium-ion battery is judged according to the first-order differential dQ/dV-V curve of the charging capacity and the second-order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium-ion battery, and the lithium deposition potential of the lithium-ion battery is determined after confirming that lithium deposition occurs in the lithium-ion battery.
  • the lithium deposition potential determination module 530 includes:
  • Combined judgment unit judging whether lithium deposition occurs in the lithium-ion battery according to the first-order differential dQ/dV-V curve of the charging capacity of the lithium-ion battery and in combination with the second-order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium-ion battery;
  • Lithium deposition determination unit if lithium deposition occurs in the lithium-ion battery, the lithium deposition potential of the lithium-ion battery is determined according to the second-order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium-ion battery.
  • the first-order judgment unit is specifically used for:
  • lithium deposition occurs in the lithium-ion battery; wherein, when a lithium deposition reaction occurs in a lithium-ion battery, a voltage platform representing lithium deposition will be added, and the voltage platform representing lithium deposition corresponds to a characteristic peak of lithium deposition.
  • the lithium precipitation determination unit is specifically used for:
  • the voltage corresponding to the maximum point of the lithium deposition characteristic peak in the second-order differential d 2 Q/dV 2 -V curve of the charging capacity is determined as the initial lithium deposition potential of the lithium ion battery.
  • test unit is specifically used for:
  • the lithium-ion battery is charged at different charging rates at various charging temperatures; wherein the charging rate at each charging temperature at least includes the charging rate at which it is estimated that there will be absolutely no lithium deposition and the maximum continuous charging rate allowed; during each charging test, the lithium-ion battery is fully charged to the cut-off voltage according to the test charging rate.
  • the combined test unit also includes:
  • the second-order differential curve of the charging capacity corresponding to different charging rates of the lithium battery is obtained to determine the lithium deposition potential of the lithium-ion battery at different charging rates.
  • the temperature range for continuous charging of lithium-ion batteries includes -30°C to 55°C;
  • the charging rate range for continuous charging of lithium-ion batteries includes 0.01C to 2C;
  • the charging voltage collection time interval is less than or equal to 1S, and the charging voltage collection accuracy is less than or equal to 1mV.
  • lithium-ion batteries include lithium iron phosphate batteries, ternary lithium batteries, and lithium manganese oxide batteries;
  • Lithium-ion batteries include soft-pack, square, cylindrical or special-shaped battery cells.
  • the device for determining the lithium deposition potential of a lithium-ion battery provided in the embodiment of the present application can execute the method for determining the lithium deposition potential of a lithium-ion battery provided in any embodiment of the present application, and has the functional modules and beneficial effects corresponding to the execution method.
  • Fig. 9 shows a schematic diagram of the structure of an electronic device that can be used to implement an embodiment of the present application.
  • the electronic device is intended to represent various forms of digital computers, such as laptop computers, desktop computers, workbenches, personal digital assistants, servers, blade servers, mainframe computers, and other suitable computers.
  • the electronic device can also represent various forms of mobile devices, such as personal digital processing, cellular phones, smart phones, wearable devices (such as helmets, glasses, watches, etc.) and other similar computing devices.
  • the components shown herein, their connections and relationships, and their functions are merely examples and are not intended to limit the implementation of the present application described and/or required herein.
  • the electronic device 10 includes at least one processor 11, and a memory connected to the at least one processor 11 in communication, such as a read-only memory (ROM) 12, a random access memory (RAM) 13, etc., wherein the memory stores a computer program that can be executed by at least one processor, and the processor 11 can perform various appropriate actions and processes according to the computer program stored in the read-only memory (ROM) 12 or the computer program loaded from the storage unit 18 to the random access memory (RAM) 13.
  • RAM 13 various programs and data required for the operation of the electronic device 10 can also be stored.
  • the processor 11, the ROM 12, and the RAM 13 are connected to each other via a bus 14.
  • An input/output (I/O) interface 15 is also connected to the bus 14.
  • a number of components in the electronic device 10 are connected to the I/O interface 15, including: an input unit 16, such as a keyboard, a mouse, etc.; an output unit 17, such as various types of displays, speakers, etc.; a storage unit 18, such as a disk, an optical disk, etc.; and a communication unit 19, such as a network card, a modem, a wireless communication transceiver, etc.
  • the communication unit 19 allows the electronic device 10 to exchange information/data with other devices through a computer network such as the Internet and/or various telecommunication networks.
  • the processor 11 may be a variety of general and/or special processing components with processing and computing capabilities. Some examples of the processor 11 include, but are not limited to, a central processing unit (CPU), a graphics processing unit (GPU), various dedicated artificial intelligence (AI) computing chips, various processors running machine learning model algorithms, digital signal processors (DSPs), and any appropriate processors, controllers, microcontrollers, etc.
  • the processor 11 performs the various methods and processes described above, such as a method for determining the lithium potential of a lithium-ion battery.
  • the method for determining the lithium potential of a lithium-ion battery may be implemented as a computer program, which is tangibly contained in a computer-readable storage medium, which may be non-volatile or volatile, such as a storage unit 18.
  • part or all of the computer program may be loaded and/or installed on the electronic device 10 via the ROM 12 and/or the communication unit 19.
  • the processor 11 may be configured to perform a method for determining the lithium potential of a lithium-ion battery by any other appropriate means (e.g., by means of firmware).
  • Various implementations of the systems and techniques described above herein can be implemented in digital electronic circuit systems, integrated circuit systems, field programmable gate arrays (FPGAs), application specific integrated circuits (ASICs), application specific standard products (ASSPs), systems on chips (SOCs), load programmable logic devices (CPLDs), computer hardware, firmware, software, and/or combinations thereof.
  • FPGAs field programmable gate arrays
  • ASICs application specific integrated circuits
  • ASSPs application specific standard products
  • SOCs systems on chips
  • CPLDs load programmable logic devices
  • Various implementations can include: being implemented in one or more computer programs that can be executed and/or interpreted on a programmable system including at least one programmable processor, which can be a special purpose or general purpose programmable processor that can receive data and instructions from a storage system, at least one input device, and at least one output device, and transmit data and instructions to the storage system, the at least one input device, and the at least one output device.
  • a programmable processor which can be a special purpose or general purpose programmable processor that can receive data and instructions from a storage system, at least one input device, and at least one output device, and transmit data and instructions to the storage system, the at least one input device, and the at least one output device.
  • the computer program for implementing the method for determining the lithium potential of lithium ion batteries of the present application can be written in any combination of one or more programming languages. These computer programs can be provided to a processor of a general-purpose computer, a special-purpose computer, or other programmable data processing device, so that when the computer program is executed by the processor, the functions/operations specified in the flow chart and/or block diagram are implemented.
  • the computer program can be executed entirely on the machine, partially on the machine, partially on the machine as a stand-alone software package and partially on a remote machine, or entirely on a remote machine or server.
  • a computer-readable storage medium may be a tangible medium that may contain or store a computer program for use by or in conjunction with an instruction execution system, device, or equipment.
  • a computer-readable storage medium may include, but is not limited to, electronic, magnetic, optical, electromagnetic, infrared, or semiconductor systems, devices, or equipment, or any suitable combination of the foregoing.
  • a computer-readable storage medium may be a machine-readable signal medium.
  • a more specific example of a machine-readable storage medium may include an electrical connection based on one or more lines, a portable computer disk, a hard disk, a random access memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disk read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing.
  • RAM random access memory
  • ROM read-only memory
  • EPROM or flash memory erasable programmable read-only memory
  • CD-ROM portable compact disk read-only memory
  • CD-ROM compact disk read-only memory
  • magnetic storage device or any suitable combination of the foregoing.
  • the systems and techniques described herein may be implemented on an electronic device having: a display device (e.g., a CRT (cathode ray tube) or LCD (liquid crystal display) monitor) for displaying information to the user; and a keyboard and a pointing device (e.g., a mouse or trackball) through which the user can provide input to the electronic device.
  • a display device e.g., a CRT (cathode ray tube) or LCD (liquid crystal display) monitor
  • a keyboard and a pointing device e.g., a mouse or trackball
  • Other types of devices may also be used to provide interaction with the user; for example, the feedback provided to the user may be any form of sensory feedback (e.g., visual feedback, auditory feedback, or tactile feedback); and input from the user may be received in any form (including acoustic input, voice input, or tactile input).
  • the systems and techniques described herein may be implemented in a computing system that includes backend components (e.g., as a data server), or a computing system that includes middleware components (e.g., an application server), or a computing system that includes frontend components (e.g., a user computer with a graphical user interface or a web browser through which a user can interact with implementations of the systems and techniques described herein), or a computing system that includes any combination of such backend components, middleware components, or frontend components.
  • the components of the system may be interconnected by any form or medium of digital data communication (e.g., a communication network). Examples of communication networks include: a local area network (LAN), a wide area network (WAN), a blockchain network, and the Internet.
  • a computing system may include a client and a server.
  • the client and the server are generally remote from each other and usually interact through a communication network.
  • the client and server relationship is generated by computer programs running on the corresponding computers and having a client-server relationship with each other.
  • the server may be a cloud server, also known as a cloud computing server or cloud host, which is a host product in the cloud computing service system to solve the defects of difficult management and weak business scalability in traditional physical hosts and VPS services.

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Abstract

Provided are a method and apparatus for determining the potential for lithium precipitation in a lithium ion battery, and an electronic device. The method comprises: carrying out a charging test on a lithium ion battery, and collecting voltage and capacity data of the lithium ion battery during the charging test (S110); performing differential processing on the voltage and capacity data, so as to obtain a first-order differential curve and second-order differential curve for charging capacity (S120); and determining the state of lithium precipitation in the lithium ion battery according to the first-order differential curve and the second-order differential curve, and determining the potential for lithium precipitation in the lithium ion battery (S130).

Description

一种锂离子电池析锂电位的确定方法、装置及电子设备A method, device and electronic device for determining lithium deposition potential of a lithium-ion battery
本申请要求在2022年12月23日提交中国专利局、申请号为202211667397.0的中国专利申请的优先权,以上申请的全部内容通过引用结合在本申请中。This application claims priority to the Chinese patent application filed with the China Patent Office on December 23, 2022, with application number 202211667397.0. The entire contents of the above application are incorporated by reference into this application.
技术领域Technical Field
本申请涉及电池技术领域,尤其涉及一种锂离子电池析锂电位的确定方法、装置及电子设备。The present application relates to the field of battery technology, and in particular to a method, device and electronic equipment for determining the lithium deposition potential of a lithium-ion battery.
背景技术Background technique
近年来,锂离子电池由于重量轻、能量密度高、使用寿命长等优点,在电动汽车中广泛应用。在不断追求续航能力的同时,人们对快充性能提出了更高的要求。然而,锂离子电池仍存在各种老化机制,如析锂、固体电解质界面(SEI)膜生长和正极活性材料损失等,加速电池容量衰减,还可能引发安全问题。In recent years, lithium-ion batteries have been widely used in electric vehicles due to their advantages such as light weight, high energy density and long service life. While constantly pursuing endurance, people have put forward higher requirements for fast charging performance. However, lithium-ion batteries still have various aging mechanisms, such as lithium precipitation, solid electrolyte interface (SEI) film growth and positive electrode active material loss, which accelerate battery capacity decay and may also cause safety problems.
相关技术中锂离子电池析锂检测方法包括:三电极法、电压弛豫法、放电电压平台法、直流内阻法、库伦效率法等。然而以上这些方法均存在操作不便、测试条件特殊、测试周期长,且均无法得出锂离子电池充电过程中实际的析锂电位。Related technologies include the following methods for detecting lithium deposition in lithium-ion batteries: three-electrode method, voltage relaxation method, discharge voltage platform method, DC internal resistance method, coulomb efficiency method, etc. However, all of these methods are inconvenient to operate, have special test conditions, and have long test cycles, and none of them can derive the actual lithium deposition potential during the charging process of lithium-ion batteries.
发明概述SUMMARY OF THE INVENTION
本申请提供一种锂离子电池析锂电位的确定方法、装置及电子设备来解决上述技术问题。The present application provides a method, device and electronic device for determining the lithium deposition potential of a lithium-ion battery to solve the above-mentioned technical problems.
本申请提供了一种锂离子电池析锂电位的确定方法、装置及电子设备,解决了锂离子电池析锂检测耗时长,准确度低的问题,同时能够清晰直观的看出锂离子电池的真实析锂电位。The present application provides a method, device and electronic equipment for determining the lithium deposition potential of a lithium ion battery, which solves the problem of long time consumption and low accuracy in lithium deposition detection of lithium ion batteries, and can clearly and intuitively see the true lithium deposition potential of the lithium ion battery.
第一方面,本申请实施例提供一种锂离子电池析锂电位的确定方法,锂离子电池析锂电位的确定方法包括:In a first aspect, an embodiment of the present application provides a method for determining a lithium deposition potential of a lithium ion battery, the method for determining a lithium deposition potential of a lithium ion battery comprising:
对锂离子电池进行充电测试,并采集锂离子电池在充电测试过程中的电压和容量数据;其中,在同一充电测试过程中,充电倍率相同,充电温度相同;Performing a charging test on a lithium-ion battery and collecting voltage and capacity data of the lithium-ion battery during the charging test; wherein, during the same charging test process, the charging rate and the charging temperature are the same;
将电压和容量数据做微分处理,获得锂离子电池的充电容量一阶微分dQ/dV-V曲线以及充电容量二阶微分d 2Q/dV 2-V曲线; Differentiate the voltage and capacity data to obtain the first-order differential dQ/dV-V curve of the charging capacity and the second-order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium-ion battery;
根据锂离子电池的充电容量一阶微分 dQ/dV-V 曲线以及充电容量二阶微分d 2Q/dV 2-V曲线判断锂离子电池的析锂状态并确定锂离子电池的析锂电位。 The lithium deposition state of the lithium ion battery is judged and the lithium deposition potential of the lithium ion battery is determined according to the first-order differential dQ/dV-V curve of the charging capacity and the second-order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium ion battery.
第二方面,本申请实施例提供一种锂离子电池析锂电位的确定装置,锂离子电池析锂电位的确定装置包括:In a second aspect, an embodiment of the present application provides a device for determining a lithium deposition potential of a lithium ion battery, the device for determining a lithium deposition potential of a lithium ion battery comprising:
数据采集模块,被配置为在对锂离子电池进行充电测试过程中,采集锂离子电池的电压和容量数据;其中,在同一充电测试过程中,充电倍率相同,充电温度相同;The data acquisition module is configured to collect voltage and capacity data of the lithium-ion battery during a charging test of the lithium-ion battery; wherein, during the same charging test process, the charging rate is the same and the charging temperature is the same;
微分处理模块,将所述电压和所述容量数据做微分处理,获得所述锂离子电池的充电容量一阶微分dQ/dV-V曲线以及充电容量二阶微分d 2Q/dV 2-V曲线; A differential processing module performs differential processing on the voltage and the capacity data to obtain a first-order differential dQ/dV-V curve of the charging capacity and a second-order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium-ion battery;
析锂电位确定模块,被配置为根据所述锂离子电池的充电容量一阶微分dQ/dV-V曲线以及充电容量二阶微分d 2Q/dV 2-V曲线确认所述锂离子电池发生析锂后确定所述锂离子电池的析锂电位。 The lithium deposition potential determination module is configured to determine the lithium deposition potential of the lithium ion battery after confirming that lithium deposition occurs in the lithium ion battery according to the first order differential dQ/dV-V curve of the charging capacity and the second order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium ion battery.
第三方面,本申请实施例提供一种电子设备,所述电子设备包括:In a third aspect, an embodiment of the present application provides an electronic device, the electronic device comprising:
至少一个处理器;以及at least one processor; and
与所述至少一个处理器通信连接的存储器;其中,a memory communicatively connected to the at least one processor; wherein,
所述存储器存储有可被所述至少一个处理器执行的计算机程序,所述计算机程序被所述至少一个处理器执行,以使所述至少一个处理器能够执行本申请任意实施例所述的锂离子电池析锂电位的确定方法。The memory stores a computer program that can be executed by the at least one processor, and the computer program is executed by the at least one processor so that the at least one processor can execute the method for determining the lithium deposition potential of a lithium-ion battery described in any embodiment of the present application.
有益效果Beneficial Effects
本申请的有益效果为:本申请实施例提供的锂离子电池析锂电位的确定方法,通过实时采集锂离子电池在充电测试过程中的电压数据和容量数据,绘制出锂离子电池的充电容量一阶微分dQ/dV-V曲线以及充电容量二阶微分d 2Q/dV 2-V曲线,并根据锂离子电池的充电容量一阶微分dQ/dV-V曲线以及充电容量二阶微分d 2Q/dV 2-V曲线判断锂离子电池的析锂状态,并在确认锂离子电池发生析锂后确定锂离子电池的析锂电位,解决了锂离子电池析锂检测耗时长,准确度低的问题,同时能够清晰直观的看出锂离子电池的真实析锂电位。 The beneficial effects of the present application are as follows: the method for determining the lithium deposition potential of a lithium ion battery provided in an embodiment of the present application, by real-time acquisition of voltage data and capacity data of the lithium ion battery during a charging test, draws a first-order differential dQ/dV-V curve and a second-order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium ion battery, and judges the lithium deposition state of the lithium ion battery according to the first-order differential dQ/dV-V curve and the second-order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium ion battery, and determines the lithium deposition potential of the lithium ion battery after confirming that lithium deposition has occurred in the lithium ion battery, thereby solving the problems of long time consumption and low accuracy in lithium deposition detection of the lithium ion battery, and at the same time being able to clearly and intuitively see the true lithium deposition potential of the lithium ion battery.
附图说明BRIEF DESCRIPTION OF THE DRAWINGS
为了更清楚地说明本申请实施例中的技术方案,下面将对实施例描述中所需要使用的附图作简单地介绍,显而易见地,下面描述中的附图仅仅是本申请的一些实施例,对于本领域普通技术人员来讲,在不付出创造性劳动的前提下,还可以根据这些附图获得其他的附图。In order to more clearly illustrate the technical solutions in the embodiments of the present application, the drawings required for use in the description of the embodiments will be briefly introduced below. Obviously, the drawings described below are only some embodiments of the present application. For ordinary technicians in this field, other drawings can be obtained based on these drawings without paying any creative work.
图1是本申请实施例提供的一种锂离子电池析锂电位的确定方法的流程图;FIG1 is a flow chart of a method for determining the lithium deposition potential of a lithium ion battery provided in an embodiment of the present application;
图2是本申请实施例提供的不同充电倍率和不同充电温度下的锂离子电池的预设充电测试图;FIG2 is a preset charging test diagram of a lithium-ion battery at different charging rates and different charging temperatures provided in an embodiment of the present application;
图3是本申请实施例提供的另一种锂离子电池析锂电位的确定方法的流程图;3 is a flow chart of another method for determining the lithium deposition potential of a lithium ion battery provided in an embodiment of the present application;
图4是本申请实施例提供的25℃的1C充电容量的一阶及二阶微分曲线;FIG4 is a first-order and second-order differential curve of 1C charging capacity at 25° C. provided in an embodiment of the present application;
图5是本申请实施例提供的又一种锂离子电池析锂电位的确定方法的流程图;5 is a flow chart of another method for determining the lithium deposition potential of a lithium ion battery provided in an embodiment of the present application;
图6是本申请实施例提供的25℃的1.5C充电容量的一阶及二阶微分曲线;FIG6 is a first-order and second-order differential curve of 1.5C charging capacity at 25° C. provided in an embodiment of the present application;
图7是本申请实施例提供的-10℃的0.1C充电容量的一阶及二阶微分曲线;FIG7 is a first-order and second-order differential curve of 0.1C charging capacity at -10°C provided in an embodiment of the present application;
图8是本申请实施例提供的一种锂离子电池析锂电位的确定装置的结构示意图;FIG8 is a schematic structural diagram of a device for determining lithium deposition potential of a lithium-ion battery provided in an embodiment of the present application;
图9示出了可以用来实施本申请的实施例的电子设备的结构示意图。FIG. 9 shows a schematic diagram of the structure of an electronic device that can be used to implement an embodiment of the present application.
本发明的实施方式Embodiments of the present invention
需要说明的是,本申请的说明书和权利要求书及上述附图中的术语“第一”、“第二”等是用于区别类似的对象,而不必用于描述特定的顺序或先后次序。应该理解这样使用的数据在适当情况下可以互换,以便这里描述的本申请的实施例能够以除了在这里图示或描述的那些以外的顺序实施。此外,术语“包括”和“具有”以及他们的任何变形,意图在于覆盖不排他的包含,例如,包含了一系列步骤或单元的过程、方法、系统、产品或设备不必限于清楚地列出的那些步骤或单元,而是可包括没有清楚地列出的或对于这些过程、方法、产品或设备固有的其它步骤或单元。It should be noted that the terms "first", "second", etc. in the specification and claims of the present application and the above-mentioned drawings are used to distinguish similar objects, and are not necessarily used to describe a specific order or sequence. It should be understood that the data used in this way can be interchangeable where appropriate, so that the embodiments of the present application described herein can be implemented in an order other than those illustrated or described herein. In addition, the terms "including" and "having" and any of their variations are intended to cover non-exclusive inclusions, for example, a process, method, system, product or device comprising a series of steps or units is not necessarily limited to those steps or units clearly listed, but may include other steps or units that are not clearly listed or inherent to these processes, methods, products or devices.
本申请实施例提供了一种锂离子电池析锂电位的确定方法,图1是本申请实施例提供的一种锂离子电池析锂电位的确定方法的流程图,参考图1,锂离子电池析锂电位的确定方法包括:The present application embodiment provides a method for determining the lithium deposition potential of a lithium ion battery. FIG. 1 is a flow chart of a method for determining the lithium deposition potential of a lithium ion battery provided in the present application embodiment. Referring to FIG. 1 , the method for determining the lithium deposition potential of a lithium ion battery includes:
S110、对锂离子电池进行充电测试,并采集锂离子电池在充电测试过程中的电压和容量数据;其中,在同一充电测试过程中,充电倍率相同,充电温度相同。S110, performing a charging test on the lithium-ion battery, and collecting voltage and capacity data of the lithium-ion battery during the charging test; wherein, during the same charging test process, the charging rate is the same and the charging temperature is the same.
其中,锂离子电池可以为磷酸铁锂电池、三元锂电池、锰酸锂电池等,本申请实施例对此不进行限制。锂离子电池中可以包含软包、方形、圆柱或异形电池电芯。具体的,可以通过电压传感器采集锂离子电池在充电测试过程中的电压数据,示例性的,电压传感器可以为电容式电压传感器、电阻式电压传感器等,本申请实施例对此不进行限制。其中,电压采集精度可以为0.1mV,采集电压数据的时间间隔可以为10ms、20ms、30ms等,本申请实施例对此不进行限制,只要采集电压数据的时间间隔不大于1s即可,采集电压数据的时间间隔过大,影响电压和容量的曲线绘制,进而影响锂离子电池析锂电位的准确度。容量可以理解为锂离子电池在充电测试过程中的电荷容量。采集电荷容量数据的时间间隔与采集电压数据的时间间隔相同即可。可以通过容量传感器采集锂离子电池在充电测试过程中的容量数据,也可以通过电流传感器测量锂离子电池在充电测试过程中的电流数据,通过公式Q=I*t计算得出,其中,Q为理解为锂离子电池在充电测试过程中的电荷容量,I为锂离子电池在充电测试过程中的测试电流,t为充电时长。Among them, the lithium-ion battery can be a lithium iron phosphate battery, a ternary lithium battery, a lithium manganese oxide battery, etc., and the embodiment of the present application is not limited to this. The lithium-ion battery can include soft-pack, square, cylindrical or special-shaped battery cells. Specifically, the voltage data of the lithium-ion battery during the charging test can be collected by a voltage sensor. Exemplarily, the voltage sensor can be a capacitive voltage sensor, a resistive voltage sensor, etc., and the embodiment of the present application is not limited to this. Among them, the voltage acquisition accuracy can be 0.1mV, and the time interval for collecting voltage data can be 10ms, 20ms, 30ms, etc., and the embodiment of the present application is not limited to this, as long as the time interval for collecting voltage data is not greater than 1s. The time interval for collecting voltage data is too large, which affects the curve drawing of voltage and capacity, and then affects the accuracy of lithium ion battery lithium precipitation potential. Capacity can be understood as the charge capacity of the lithium-ion battery during the charging test. The time interval for collecting charge capacity data is the same as the time interval for collecting voltage data. The capacity data of the lithium-ion battery during the charging test can be collected through a capacity sensor, and the current data of the lithium-ion battery during the charging test can also be measured through a current sensor, and calculated through the formula Q=I*t, where Q is understood as the charge capacity of the lithium-ion battery during the charging test, I is the test current of the lithium-ion battery during the charging test, and t is the charging time.
具体的,在同一充电测试过程中,要保持充电倍率和充电温度相同。为了能够清晰直观的看出不同充电倍率和不同充电温度下的锂离子电池的析锂电位,本申请实施例制作了不同充电倍率和不同充电温度下的锂离子电池的预设充电测试图,通过预设充电测试图,可以预估锂离子电池绝对不析锂的倍率,同时还可以根据预设充电测试图设计锂离子电池允许的最大充电倍率。预设充电测试图中的充电温度和充电倍率可以根据实际需要进行调整,示例性的,如果锂离子电池长时间应用在温度较低的环境中,可以将锂离子电池的测试温度设置的偏低,如果锂离子电池长时间应用在温度较高的环境中,可以将锂离子电池的测试温度设置的偏高,本申请实施例对此不进行限制;如果要求预估锂离子电池绝对不析锂的倍率非常准确,则需要将锂离子电池的充电倍率设计的较为密集,如果要求预估锂离子电池绝对不析锂的倍率的准确度不高,则将锂离子电池的充电倍率数量的密集度设计的适中即可,本申请实施例对此不进行限制。图2是本申请实施例提供的不同充电倍率和不同充电温度下的锂离子电池的预设充电测试图,参考图2,可以对锂离子电池进行相同充电温度,不同充电倍率的充电测试,示例性的,保持环境温度恒定为25℃的条件下,分别对锂离子电池进行0.1C充电倍率、0.33C充电倍率、0.5C充电倍率、1.0C充电倍率、1.5C充电倍率和2.0C充电倍率的充电测试,其中,相同充电温度可以通过控温箱实现;也可以对锂离子电池进行相同充电倍率,不同充电温度的充电测试,示例性的,保持充电倍率为0.5C不变的条件下,分别在外界温度为-10℃、0℃、10℃、25℃、35℃的环境下对锂离子电池进行充电测试,本申请实施例对此不进行限制。Specifically, in the same charging test process, the charging rate and charging temperature should be kept the same. In order to clearly and intuitively see the lithium plating potential of lithium-ion batteries at different charging rates and different charging temperatures, the present application embodiment produces a preset charging test diagram of lithium-ion batteries at different charging rates and different charging temperatures. Through the preset charging test diagram, the rate at which the lithium-ion battery will never plating lithium can be estimated, and the maximum charging rate allowed for the lithium-ion battery can also be designed according to the preset charging test diagram. The charging temperature and charging rate in the preset charging test diagram can be adjusted according to actual needs. For example, if the lithium-ion battery is used in a low temperature environment for a long time, the test temperature of the lithium-ion battery can be set to be relatively low. If the lithium-ion battery is used in a high temperature environment for a long time, the test temperature of the lithium-ion battery can be set to be relatively high. The embodiments of the present application do not limit this. If it is required to estimate the rate at which the lithium-ion battery will absolutely not deposit lithium very accurately, it is necessary to design the charging rate of the lithium-ion battery to be relatively dense. If it is required to estimate the rate at which the lithium-ion battery will absolutely not deposit lithium with low accuracy, it is sufficient to design the density of the number of charging rates of the lithium-ion battery to be moderate. The embodiments of the present application do not limit this. FIG2 is a preset charging test diagram of a lithium-ion battery at different charging rates and different charging temperatures provided in an embodiment of the present application. Referring to FIG2 , the lithium-ion battery can be subjected to charging tests at the same charging temperature and different charging rates. For example, under the condition of keeping the ambient temperature constant at 25° C., the lithium-ion battery is subjected to charging tests at 0.1C charging rate, 0.33C charging rate, 0.5C charging rate, 1.0C charging rate, 1.5C charging rate and 2.0C charging rate, respectively, wherein the same charging temperature can be achieved by a temperature control box; the lithium-ion battery can also be subjected to charging tests at the same charging rate and different charging temperatures. For example, under the condition of keeping the charging rate constant at 0.5C, the lithium-ion battery is subjected to charging tests at ambient temperatures of -10° C., 0° C., 10° C., 25° C. and 35° C., respectively, and the embodiment of the present application does not limit this.
S120、将电压和容量数据做微分处理,获得锂离子电池的充电容量一阶微分dQ/dV-V曲线以及充电容量二阶微分d 2Q/dV 2-V曲线。 S120 , performing differential processing on the voltage and capacity data to obtain a first-order differential dQ/dV-V curve of the charging capacity and a second-order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium-ion battery.
示例性的,可以根据测得锂离子电池的电压和容量数据,绘制出锂离子电池的电压与容量的关系曲线,根据绘制出的锂离子电池的电压与容量的关系曲线,得到曲线中每一点对应的斜率值,结合每一点对应的电压值V,得到锂离子电池的充电容量一阶微分dQ/dV-V曲线,同样的根据绘制出的锂离子电池的充电容量一阶微分dQ/dV-V曲线,得到曲线中每一点对应的斜率值,结合每一点对应的电压值V,得到锂离子电池的充电容量二阶微分d 2Q/dV 2-V曲线。还可以对测得锂离子电池的电压和容量数据进行处理,以第n个数据点的电压值为例进行详细说明,具体描述如下:以第n个数据点的电压值加上固定电压间隔,得到第n+1个数据点的电压值,其中,固定电压间隔可以为1mV至5mV的任意值,本申请实施例对此不进行限制,通过精确查找的方式获取第n+1个数据点的电压值对应的容量数据Q1;之后以第n个数据点的电压值减去固定电压间隔,得到第n-1个数据点的电压值,通过精确查找的方式获取第n-1个数据点的电压值对应的容量数据Q2;将第n+1个数据点的电压值对应的容量数据Q1与第n-1个数据点的电压值对应的容量数据Q2作差即可得到dQ,两次的固定电压间隔相加即可得到dV。依次对所有数据进行处理,就得到了一系列的dV和dQ数据,然后以dQ除以dV就得到了另外一个数据dQ/dV,然后以dQ/dV做纵坐标,以每个dQ/dV数据对应的电压作为横坐标,即可得到锂离子电池的充电容量一阶微分dQ/dV-V曲线,同样的,以第n个数据点的电压值加上固定电压间隔,得到第n+1个数据点的电压值,通过精确查找的方式获取第n+1个数据点的电压值对应的dQ/dV数据m1;之后以第n个数据点的电压值减去固定电压间隔,得到第n-1个数据点的电压值,通过精确查找的方式获取第n-1个数据点的电压值对应的dQ/dV数据m2;将第n+1个数据点的电压值对应的dQ/dV数据m1与第n-1个数据点的电压值对应的dQ/dV数据m2作差即可得到d(dQ/dV),两次的固定电压间隔相加即可得到dV。依次对所有数据进行处理,就得到了一系列的d(dQ/dV)数据,然后以d(dQ/dV)除以dV就得到了另外一个数据d2Q/dV2,然后以d2Q/dV2做纵坐标,以每个d2Q/dV2数据对应的电压作为横坐标,即可得到锂离子电池的充电容量二阶微分d 2Q/dV 2-V曲线。 Exemplarily, a voltage-capacity curve of the lithium-ion battery can be plotted based on measured voltage and capacity data of the lithium-ion battery. Based on the plotted voltage-capacity curve of the lithium-ion battery, a slope value corresponding to each point in the curve is obtained. Combined with the voltage value V corresponding to each point, a first-order differential dQ/dV-V curve of the charging capacity of the lithium-ion battery is obtained. Similarly, based on the plotted first-order differential dQ/dV-V curve of the charging capacity of the lithium-ion battery, a slope value corresponding to each point in the curve is obtained. Combined with the voltage value V corresponding to each point, a second-order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium-ion battery is obtained. The measured voltage and capacity data of the lithium-ion battery can also be processed, and the voltage value of the nth data point is used as an example for detailed description, which is as follows: the voltage value of the nth data point is added to the fixed voltage interval to obtain the voltage value of the n+1th data point, wherein the fixed voltage interval can be any value from 1mV to 5mV, and the embodiment of the present application is not limited to this. The capacity data Q1 corresponding to the voltage value of the n+1th data point is obtained by precise search; then the fixed voltage interval is subtracted from the voltage value of the nth data point to obtain the voltage value of the n-1th data point, and the capacity data Q2 corresponding to the voltage value of the n-1th data point is obtained by precise search; the capacity data Q1 corresponding to the voltage value of the n+1th data point is subtracted from the fixed voltage interval to obtain the capacity data Q2 corresponding to the voltage value of the n-1th data point; dQ can be obtained by subtracting the capacity data Q1 corresponding to the voltage value of the n+1th data point from the capacity data Q2 corresponding to the voltage value of the n-1th data point, and dV can be obtained by adding the two fixed voltage intervals. By processing all the data in sequence, a series of dV and dQ data are obtained, and then dQ is divided by dV to obtain another data dQ/dV, and then dQ/dV is used as the ordinate and the voltage corresponding to each dQ/dV data is used as the abscissa to obtain the first-order differential dQ/dV-V curve of the charging capacity of the lithium-ion battery. Similarly, the voltage value of the nth data point is added to the fixed voltage interval to obtain the voltage value of the n+1th data point, and the dQ/dV data m1 corresponding to the voltage value of the n+1th data point is obtained by precise search; then the voltage value of the nth data point is subtracted from the fixed voltage interval to obtain the voltage value of the n-1th data point, and the dQ/dV data m2 corresponding to the voltage value of the n-1th data point is obtained by precise search; the dQ/dV data m1 corresponding to the voltage value of the n+1th data point is subtracted from the fixed voltage interval to obtain the voltage value of the n-1th data point, and the dQ/dV data m2 corresponding to the voltage value of the n-1th data point is obtained by precise search; the dQ/dV data m1 corresponding to the voltage value of the n+1th data point is subtracted from the dQ/dV data m2 corresponding to the voltage value of the n-1th data point to obtain d(dQ/dV), and dV is obtained by adding the two fixed voltage intervals. By processing all the data in turn, we can get a series of d(dQ/dV) data, and then divide d(dQ/dV) by dV to get another data d2Q/dV2. Then, using d2Q/dV2 as the ordinate and the voltage corresponding to each d2Q/dV2 data as the abscissa, we can get the second-order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium-ion battery.
S130、根据锂离子电池的充电容量一阶微分dQ/dV-V曲线以及充电容量二阶微分d 2Q/dV 2-V曲线判断锂离子电池的析锂状态并确定锂离子电池的析锂电位。 S130 , judging the lithium deposition state of the lithium ion battery and determining the lithium deposition potential of the lithium ion battery according to the first-order differential dQ/dV-V curve of the charging capacity and the second-order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium ion battery.
具体的,一阶微分dQ/dV-V曲线易受充电倍率和充电温度的影响,在充电倍率逐渐变高或充电温度逐渐降低下,一阶微分曲线中的部分特征峰逐渐融合,形成一个更宽的特征峰。当锂离子电池的充电倍率小于预设充电倍率并且充电温度大于预设温度时,说明此时的充电容量一阶微分dQ/dV-V曲线中的特征峰相对明显,其中,预设充电倍率和预设温度可以根据实际情况进行设定,通过充电容量一阶微分dQ/dV-V曲线即可判断锂离子电池的析锂状态,如果确认锂离子电池发生析锂,可以通过充电容量一阶微分dQ/dV-V曲线确定锂离子电池的析锂电位,也可以通过充电容量二阶微分d 2Q/dV 2-V曲线确定锂离子电池的析锂电位,本申请实施例对此不进行限制。当锂离子电池的充电倍率大于预设充电倍率和/或充电温度小于预设温度时,说明此时的充电容量一阶微分dQ/dV-V曲线中的特征峰不明显或者有电压特征峰融合的现象,通过充电容量一阶微分dQ/dV-V曲线难以判断锂离子电池的析锂状态,需借助充电容量二阶微分d 2Q/dV 2-V曲线确定锂离子电池的析锂状态,如果确认锂离子电池发生析锂,再次通过充电容量二阶微分d 2Q/dV 2-V曲线确定锂离子电池的析锂电位。 Specifically, the first-order differential dQ/dV-V curve is easily affected by the charging rate and the charging temperature. When the charging rate gradually increases or the charging temperature gradually decreases, some characteristic peaks in the first-order differential curve gradually merge to form a wider characteristic peak. When the charging rate of the lithium-ion battery is less than the preset charging rate and the charging temperature is greater than the preset temperature, it means that the characteristic peak in the first-order differential dQ/dV-V curve of the charging capacity at this time is relatively obvious, wherein the preset charging rate and the preset temperature can be set according to actual conditions, and the lithium deposition state of the lithium-ion battery can be judged by the first-order differential dQ/dV-V curve of the charging capacity. If it is confirmed that the lithium-ion battery has lithium deposition, the lithium deposition potential of the lithium-ion battery can be determined by the first-order differential dQ/dV-V curve of the charging capacity, or the lithium deposition potential of the lithium-ion battery can be determined by the second-order differential d2Q / dV2 -V curve of the charging capacity, and the embodiment of the present application does not limit this. When the charging rate of the lithium-ion battery is greater than the preset charging rate and/or the charging temperature is less than the preset temperature, it means that the characteristic peak in the first-order differential dQ/dV-V curve of the charging capacity is not obvious or there is a phenomenon of fusion of voltage characteristic peaks. It is difficult to judge the lithium deposition state of the lithium-ion battery through the first-order differential dQ/dV-V curve of the charging capacity, and it is necessary to use the second-order differential d 2 Q/dV 2 -V curve of the charging capacity to determine the lithium deposition state of the lithium-ion battery. If it is confirmed that lithium deposition occurs in the lithium-ion battery, the lithium deposition potential of the lithium-ion battery is determined again through the second-order differential d 2 Q/dV 2 -V curve of the charging capacity.
本申请实施例提供的锂离子电池析锂电位的确定方法,通过实时采集锂离子电池在充电测试过程中的电压数据和容量数据,绘制出锂离子电池的充电容量一阶微分dQ/dV-V曲线以及充电容量二阶微分d 2Q/dV 2-V曲线,并根据锂离子电池的充电容量一阶微分dQ/dV-V曲线以及充电容量二阶微分d 2Q/dV 2-V曲线判断锂离子电池的析锂状态并确定锂离子电池的析锂电位,解决了锂离子电池析锂检测耗时长,准确度低的问题,同时能够清晰直观的看出锂离子电池的真实析锂电位。 The method for determining the lithium deposition potential of a lithium ion battery provided in an embodiment of the present application collects voltage data and capacity data of the lithium ion battery in real time during a charging test, draws a first-order differential dQ/dV-V curve and a second-order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium ion battery, and judges the lithium deposition state of the lithium ion battery and determines the lithium deposition potential of the lithium ion battery according to the first-order differential dQ/dV-V curve and the second-order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium ion battery, thereby solving the problems of long time consumption and low accuracy in lithium deposition detection of the lithium ion battery, and can clearly and intuitively see the true lithium deposition potential of the lithium ion battery.
图3是本申请实施例提供的另一种锂离子电池析锂电位的确定方法的流程图,参考图3,在锂离子电池的充电倍率小于预设充电倍率并且充电温度大于预设温度时,根据锂离子电池的充电容量一阶微分dQ/dV-V曲线以及充电容量二阶微分d 2Q/dV 2-V曲线判断锂离子电池的析锂状态并确定锂离子电池的析锂电位,锂离子电池析锂电位的确定方法包括: FIG3 is a flow chart of another method for determining the lithium deposition potential of a lithium ion battery provided in an embodiment of the present application. Referring to FIG3 , when the charging rate of the lithium ion battery is less than a preset charging rate and the charging temperature is greater than a preset temperature, the lithium deposition state of the lithium ion battery is judged and the lithium deposition potential of the lithium ion battery is determined according to the first-order differential dQ/dV-V curve of the charging capacity and the second-order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium ion battery. The method for determining the lithium deposition potential of the lithium ion battery includes:
S210、对锂离子进行充电测试,并采集锂离子电池在充电测试过程中的电压和容量数据;其中,在同一充电测试过程中,充电倍率相同,充电温度相同。S210, performing a charging test on the lithium ion battery, and collecting voltage and capacity data of the lithium ion battery during the charging test; wherein, during the same charging test process, the charging rate is the same and the charging temperature is the same.
S220、将电压和容量数据做微分处理,获得锂离子电池的充电容量一阶微分dQ/dV-V曲线以及充电容量二阶微分d 2Q/dV 2-V曲线。 S220 , performing differential processing on the voltage and capacity data to obtain a first-order differential dQ/dV-V curve of the charging capacity and a second-order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium-ion battery.
S230、根据锂离子电池的充电容量一阶微分dQ/dV-V曲线判断锂离子电池是否发生析锂。S230: Determine whether lithium deposition occurs in the lithium-ion battery according to a first-order differential dQ/dV-V curve of the charging capacity of the lithium-ion battery.
具体的,锂离子电池发生析锂反应时会新增代表析锂的电压平台,代表析锂的电压平台对应析锂特征峰。在锂离子电池的充电倍率小于预设充电倍率并且充电温度大于预设温度时,说明此时的充电容量一阶微分dQ/dV-V曲线中的特征峰相对明显,通过充电容量一阶微分dQ/dV-V曲线即可判断锂离子电池的析锂状态,即锂离子电池是否发生析锂。示例性的,以充电温度25℃和充电倍率1C的磷酸铁锂电池为例对锂离子电池是否发生析锂进行详细说明,具体描述如下:Specifically, when a lithium-ion battery undergoes a lithium deposition reaction, a voltage platform representing lithium deposition will be added, and the voltage platform representing lithium deposition corresponds to the characteristic peak of lithium deposition. When the charging rate of the lithium-ion battery is less than the preset charging rate and the charging temperature is greater than the preset temperature, it means that the characteristic peak in the first-order differential dQ/dV-V curve of the charging capacity at this time is relatively obvious. The lithium deposition state of the lithium-ion battery, that is, whether lithium deposition occurs in the lithium-ion battery, can be determined by the first-order differential dQ/dV-V curve of the charging capacity. Exemplarily, taking a lithium iron phosphate battery with a charging temperature of 25°C and a charging rate of 1C as an example, whether lithium deposition occurs in the lithium-ion battery is described in detail, as follows:
图4是本申请实施例提供的25℃的1C充电容量的一阶及二阶微分曲线,如图4所示,虚线为磷酸铁锂电池25℃的1C充电容量的一阶微分dQ/dV-V曲线,实线为磷酸铁锂电池25℃的1C充电容量的二阶微分d 2Q/dV 2-V曲线,正常情况下,在磷酸铁锂电池不发生析锂的条件下,会有四个电压平台,进而充电容量的一阶微分dQ/dV-V曲线对应有四个峰值,如果磷酸铁锂电池发生析锂,则会新增一个电压平台,进而充电容量的一阶微分dQ/dV-V曲线对应出现第五个峰值。如图4所示,从磷酸铁锂电池25℃的1C充电容量的一阶微分dQ/dV-V曲线中可以得到5个峰值,即可判断在25℃、1C充电倍率条件下的充电容量一阶微分dQ/dV-V曲线的相变峰中存在析锂特征峰,确定磷酸铁锂电池发生析锂。 4 is the first-order and second-order differential curves of the 1C charging capacity at 25°C provided in an embodiment of the present application. As shown in FIG4 , the dotted line is the first-order differential dQ/dV-V curve of the 1C charging capacity of the lithium iron phosphate battery at 25°C, and the solid line is the second-order differential d 2 Q/dV 2 -V curve of the 1C charging capacity of the lithium iron phosphate battery at 25°C. Under normal circumstances, under the condition that lithium iron phosphate batteries do not undergo lithium deposition, there will be four voltage platforms, and thus the first-order differential dQ/dV-V curve of the charging capacity will correspond to four peaks. If lithium deposition occurs in the lithium iron phosphate battery, a new voltage platform will be added, and thus the first-order differential dQ/dV-V curve of the charging capacity will correspond to a fifth peak. As shown in Figure 4, 5 peaks can be obtained from the first-order differential dQ/dV-V curve of the 1C charging capacity of the lithium iron phosphate battery at 25°C. It can be judged that there is a lithium deposition characteristic peak in the phase change peak of the first-order differential dQ/dV-V curve of the charging capacity at 25°C and 1C charging rate, which confirms that lithium deposition occurs in the lithium iron phosphate battery.
S240、若锂离子电池发生析锂,则根据锂离子电池的充电容量二阶微分d 2Q/dV 2-V曲线确定锂离子电池的析锂电位。 S240 , if lithium deposition occurs in the lithium ion battery, determine the lithium deposition potential of the lithium ion battery according to the second order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium ion battery.
具体的,如图4所示,在25℃的1C充电容量的一阶微分dQ/dV-V曲线中的第5个峰值1处,找到对应的磷酸铁锂电池25℃的1C充电容量的二阶微分d 2Q/dV 2-V曲线的析锂特征峰极大值点,析锂特征峰极大值点处所对应的电压值即磷酸铁锂电池的析锂电位。 Specifically, as shown in FIG4 , at the fifth peak 1 in the first-order differential dQ/dV-V curve of the 1C charging capacity at 25° C., the corresponding lithium deposition characteristic peak maximum point of the second-order differential d 2 Q/dV 2 -V curve of the 1C charging capacity at 25° C. of the lithium iron phosphate battery is found, and the voltage value corresponding to the lithium deposition characteristic peak maximum point is the lithium deposition potential of the lithium iron phosphate battery.
本申请实施例提供的锂离子电池析锂电位的确定方法,在锂离子电池的充电倍率小于预设充电倍率并且充电温度大于预设温度时,根据锂离子电池的充电容量一阶微分dQ/dV-V曲线判断锂离子电池是否发生析锂,若锂离子电池发生析锂,则根据锂离子电池的二阶微分充电容量d 2Q/dV 2-V曲线确定锂离子电池的析锂电位,即在一阶曲线的特征峰明显的情况下,通过充电容量一阶微分dQ/dV-V曲线判断锂离子电池是否发生析锂,不仅能够清晰直观的看出锂离子电池的真实析锂电位,而且方便快捷,准确度高。 The method for determining the lithium deposition potential of a lithium ion battery provided in an embodiment of the present application determines whether lithium deposition occurs in the lithium ion battery according to a first-order differential dQ/dV-V curve of the charging capacity of the lithium ion battery when the charging rate of the lithium ion battery is less than a preset charging rate and the charging temperature is greater than a preset temperature. If lithium deposition occurs in the lithium ion battery, the lithium deposition potential of the lithium ion battery is determined according to a second-order differential charging capacity d2Q / dV2 -V curve of the lithium ion battery. That is, when the characteristic peak of the first-order curve is obvious, determining whether lithium deposition occurs in the lithium ion battery according to the first-order differential dQ/dV-V curve of the charging capacity not only can clearly and intuitively see the true lithium deposition potential of the lithium ion battery, but also is convenient, fast and highly accurate.
图5是本申请实施例提供的又一种锂离子电池析锂电位的确定方法的流程图,如图5所示,在锂离子电池的充电倍率大于预设充电倍率和/或充电温度小于预设温度时,根据锂离子电池的充电容量一阶微分dQ/dV-V曲线以及充电容量二阶微分d 2Q/dV 2-V曲线判断锂离子电池的析锂状态并确定锂离子电池的析锂电位,锂离子电池析锂电位的确定方法包括: FIG5 is a flow chart of another method for determining the lithium deposition potential of a lithium ion battery provided by an embodiment of the present application. As shown in FIG5 , when the charging rate of the lithium ion battery is greater than a preset charging rate and/or the charging temperature is less than a preset temperature, the lithium deposition state of the lithium ion battery is judged and the lithium deposition potential of the lithium ion battery is determined according to the first-order differential dQ/dV-V curve of the charging capacity and the second-order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium ion battery. The method for determining the lithium deposition potential of the lithium ion battery includes:
S310、对锂离子进行充电测试,并采集锂离子电池在充电测试过程中的电压和容量数据;其中,在同一充电测试过程中,充电倍率相同,充电温度相同。S310, performing a charging test on the lithium ion battery, and collecting voltage and capacity data of the lithium ion battery during the charging test; wherein, during the same charging test process, the charging rate is the same and the charging temperature is the same.
S320、将电压和容量数据做微分处理,获得锂离子电池的充电容量一阶微分dQ/dV-V曲线以及充电容量二阶微分d 2Q/dV 2-V曲线。 S320 , performing differential processing on the voltage and capacity data to obtain a first-order differential dQ/dV-V curve of the charging capacity and a second-order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium-ion battery.
S330、根据锂离子电池的充电容量一阶微分dQ/dV-V曲线,并结合锂离子电池的充电容量二阶微分d 2Q/dV 2-V曲线判断锂离子电池是否发生析锂。 S330 , judging whether lithium deposition occurs in the lithium ion battery according to the first-order differential dQ/dV-V curve of the charging capacity of the lithium ion battery and in combination with the second-order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium ion battery.
具体的,在锂离子电池的充电倍率大于预设充电倍率和/或充电温度小于预设温度时,说明此时的充电容量一阶微分dQ/dV-V曲线中的特征峰不明显或锂离子电池的充电容量一阶微分dQ/dV-V曲线中的特征峰会出现融合的现象,通过充电容量一阶微分dQ/dV-V曲线难以判断锂离子电池的析锂状态,此时需结合锂离子电池的充电容量二阶微分d 2Q/dV 2-V曲线判断锂离子电池是否发生析锂。示例性的,在充电倍率大于预设充电倍率的条件下,以充电温度25℃和充电倍率1.5C的磷酸铁锂电池为例对锂离子电池是否发生析锂进行详细说明,具体描述如下: Specifically, when the charging rate of the lithium-ion battery is greater than the preset charging rate and/or the charging temperature is less than the preset temperature, it means that the characteristic peak in the first-order differential dQ/dV-V curve of the charging capacity of the lithium-ion battery is not obvious or the characteristic peak in the first-order differential dQ/dV-V curve of the charging capacity of the lithium-ion battery will be fused. It is difficult to judge the lithium deposition state of the lithium-ion battery by the first-order differential dQ/dV-V curve of the charging capacity. At this time, it is necessary to combine the second-order differential d2Q / dV2 -V curve of the charging capacity of the lithium-ion battery to judge whether lithium deposition occurs in the lithium-ion battery. Exemplarily, under the condition that the charging rate is greater than the preset charging rate, a lithium iron phosphate battery with a charging temperature of 25°C and a charging rate of 1.5C is taken as an example to explain in detail whether lithium deposition occurs in the lithium-ion battery, and the specific description is as follows:
图6是本申请实施例提供的25℃的1.5C充电容量的一阶及二阶微分曲线,如图6所示,虚线为磷酸铁锂电池25℃的1.5C充电容量的一阶微分dQ/dV-V曲线,实线为磷酸铁锂电池25℃的1.5C充电容量的二阶微分d 2Q/dV 2-V曲线,正常情况下,在磷酸铁锂电池不发生析锂的条件下,会有四个电压平台,进而充电容量的一阶微分曲线对应有四个峰值,但是因为此时的充电倍率大于预设充电倍率,充电容量一阶微分dQ/dV-V曲线中的特征峰出现了融合的现象,如图6所示,磷酸铁锂电池25℃的1.5C充电容量的一阶微分dQ/dV-V曲线中的特征峰并不明显,此时结合磷酸铁锂电池25℃的1.5C充电容量的二阶微分d 2Q/dV 2-V曲线,对磷酸铁锂电池是否发生析锂进行判断,由于一阶微分dQ/dV-V曲线每出现一个特征峰,二阶微分d 2Q/dV 2-V曲线会对应出现一个极大值点,通过二阶微分d 2Q/dV 2-V曲线出现5个极大值点即可判断在25℃、1.5C充电倍率的条件下,磷酸铁锂电池发生析锂。 FIG6 is a first-order and second-order differential curve of a 1.5C charging capacity at 25°C provided by an embodiment of the present application. As shown in FIG6 , the dotted line is a first-order differential dQ/dV-V curve of a 1.5C charging capacity of a lithium iron phosphate battery at 25°C, and the solid line is a second-order differential d 2 Q/dV 2 -V curve of a 1.5C charging capacity of a lithium iron phosphate battery at 25°C. Under normal circumstances, under the condition that lithium iron phosphate batteries do not undergo lithium deposition, there will be four voltage platforms, and thus the first-order differential curve of the charging capacity will correspond to four peaks. However, because the charging rate at this time is greater than the preset charging rate, the characteristic peaks in the first-order differential dQ/dV-V curve of the charging capacity at 25°C are fused. As shown in FIG6 , the characteristic peaks in the first-order differential dQ/dV-V curve of the 1.5C charging capacity of the lithium iron phosphate battery at 25°C are not obvious. At this time, combined with the second-order differential d 2 Q/dV 2 -V curve is used to judge whether lithium deposition occurs in the lithium iron phosphate battery. For every characteristic peak in the first-order differential dQ/dV-V curve, a maximum point will appear in the second-order differential d 2 Q/dV 2 -V curve. When five maximum points appear in the second-order differential d 2 Q/dV 2 -V curve, it can be judged that lithium deposition occurs in the lithium iron phosphate battery under the conditions of 25°C and 1.5C charging rate.
充电倍率过高时,由于充电容量一阶微分dQ/dV-V曲线中的特征峰出现的融合更明显现象,影响了二阶微分d 2Q/dV 2-V曲线中波峰的数量,此时不适用于充电容量一阶微分dQ/dV-V曲线结合锂离子电池的充电容量二阶微分d 2Q/dV 2-V曲线,通过特征峰的数量判断锂离子电池是否发生析锂的情况。在不同的充电温度下,通过充电容量一阶微分dQ/dV-V曲线结合锂离子电池的充电容量二阶微分d 2Q/dV 2-V曲线的方法确定锂离子电池是否发生析锂适用于不同的充电倍率范围,示例性的,参考图6,在充电温度为25℃,充电倍率小于1.5C的条件下,可以通过充电容量一阶微分dQ/dV-V曲线结合锂离子电池的充电容量二阶微分d 2Q/dV 2-V曲线的方法确定锂离子电池是否发生析锂。在充电温度为25℃,充电倍率大于1.5C的条件下,不适用于通过充电容量一阶微分dQ/dV-V曲线结合锂离子电池的充电容量二阶微分d 2Q/dV 2-V曲线的方法确定锂离子电池是否发生析锂。 When the charging rate is too high, the fusion of the characteristic peaks in the first-order differential dQ/dV-V curve of the charging capacity is more obvious, which affects the number of peaks in the second-order differential d2Q / dV2 -V curve. At this time, it is not suitable to combine the first-order differential dQ/dV-V curve of the charging capacity of the lithium-ion battery with the second-order differential d2Q / dV2 -V curve of the charging capacity of the lithium-ion battery to determine whether lithium deposition occurs in the lithium-ion battery by the number of characteristic peaks. Under different charging temperatures, the method of combining the first-order differential dQ/dV-V curve of the charging capacity of the lithium-ion battery with the second-order differential d2Q / dV2 -V curve of the charging capacity of the lithium-ion battery is suitable for different charging rate ranges. For example, referring to FIG6, under the condition of a charging temperature of 25°C and a charging rate of less than 1.5C, the method of combining the first-order differential dQ/dV-V curve of the charging capacity of the lithium-ion battery with the second-order differential d2Q / dV2 -V curve of the charging capacity of the lithium-ion battery can be used to determine whether lithium deposition occurs in the lithium-ion battery. Under the conditions of a charging temperature of 25°C and a charging rate greater than 1.5C, it is not applicable to determine whether lithium plating occurs in a lithium-ion battery by combining the first-order differential dQ/dV-V curve of the charging capacity with the second-order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium-ion battery.
在充电温度小于预设温度的条件下,以充电温度-10℃和充电倍率0.1C的磷酸铁锂电池为例对锂离子电池是否发生析锂进行详细说明,具体描述如下:Under the condition that the charging temperature is lower than the preset temperature, a lithium iron phosphate battery with a charging temperature of -10°C and a charging rate of 0.1C is used as an example to explain in detail whether lithium plating occurs in the lithium-ion battery. The specific description is as follows:
图7是本申请实施例提供的-10℃的0.1C充电容量的一阶及二阶微分曲线,如图7所示,虚线为磷酸铁锂电池-10℃的0.1C充电容量的一阶微分dQ/dV-V曲线,实线为磷酸铁锂电池-10℃的0.1C充电容量的二阶微分d 2Q/dV 2-V曲线,正常情况下,在磷酸铁锂电池不发生析锂的条件下,会有四个电压平台,进而充电容量的一阶微分曲线对应有四个峰值,但是因为此时的充电温度小于预设温度,充电容量一阶微分dQ/dV-V曲线中的特征峰出现了融合的现象,如图7所示,磷酸铁锂电池-10℃的0.1C充电容量的一阶微分dQ/dV-V曲线中的特征峰并不明显,此时结合磷酸铁锂电池-10℃的0.1C充电容量的二阶微分d 2Q/dV 2-V曲线,对磷酸铁锂电池是否发生析锂进行判断,由于一阶微分dQ/dV-V曲线每出现一个特征峰,二阶微分d 2Q/dV 2-V曲线会对应出现一个极大值点,通过二阶微分d 2Q/dV 2-V曲线出现5个极大值点即可判断在-10℃、0.1C充电倍率的条件下,磷酸铁锂电池发生析锂。 FIG7 is a first-order and second-order differential curves of the 0.1C charging capacity at -10°C provided by an embodiment of the present application. As shown in FIG7 , the dotted line is the first-order differential dQ/dV-V curve of the 0.1C charging capacity of the lithium iron phosphate battery at -10°C, and the solid line is the second-order differential d 2 Q/dV 2 -V curve of the 0.1C charging capacity of the lithium iron phosphate battery at -10°C. Under normal circumstances, under the condition that lithium iron phosphate batteries do not undergo lithium precipitation, there will be four voltage platforms, and thus the first-order differential curve of the charging capacity will correspond to four peaks. However, because the charging temperature at this time is lower than the preset temperature, the characteristic peaks in the first-order differential dQ/dV-V curve of the charging capacity at -10°C are fused. As shown in FIG7 , the characteristic peaks in the first-order differential dQ/dV-V curve of the 0.1C charging capacity of the lithium iron phosphate battery at -10°C are not obvious. At this time, combined with the second-order differential d 2 Q/dV 2 -V curve is used to judge whether lithium deposition occurs in the lithium iron phosphate battery. For every characteristic peak in the first-order differential dQ/dV-V curve, a maximum point will appear in the second-order differential d 2 Q/dV 2 -V curve. When five maximum points appear in the second-order differential d 2 Q/dV 2 -V curve, it can be judged that lithium deposition occurs in the lithium iron phosphate battery under the conditions of -10℃ and 0.1C charging rate.
当充电温度过低时,参考图6,此时充电容量一阶微分dQ/dV-V曲线中的特征峰出现的融合更明显现象,影响了二阶微分d 2Q/dV 2-V曲线的拐点数量,此时不适用于充电容量一阶微分dQ/dV-V曲线结合锂离子电池的充电容量二阶微分d 2Q/dV 2-V曲线,通过特征峰的数量判断锂离子电池是否发生析锂的情况。在不同的充电温度下,通过充电容量一阶微分dQ/dV-V曲线结合锂离子电池的充电容量二阶微分d 2Q/dV 2-V曲线的方法确定锂离子电池是否发生析锂适用于不同的充电倍率范围,示例性的,在充电温度为-10℃,充电倍率小于0.1C的条件下,可以通过充电容量一阶微分dQ/dV-V曲线结合锂离子电池的充电容量二阶微分d 2Q/dV 2-V曲线的方法确定锂离子电池是否发生析锂,在充电温度为-10℃,充电倍率大于0.1C的条件下,不适用于通过充电容量一阶微分dQ/dV-V曲线结合锂离子电池的充电容量二阶微分d 2Q/dV 2-V曲线的方法确定锂离子电池是否发生析锂。 When the charging temperature is too low, referring to FIG6 , at this time, the fusion of the characteristic peaks in the first-order differential dQ/dV-V curve of the charging capacity is more obvious, which affects the number of inflection points of the second-order differential d 2 Q/dV 2 -V curve. At this time, it is not suitable to combine the first-order differential dQ/dV-V curve of the charging capacity with the second-order differential d 2 Q/dV 2 -V curve of the lithium-ion battery to judge whether lithium deposition occurs in the lithium-ion battery by the number of characteristic peaks. At different charging temperatures, the method of determining whether lithium deposition occurs in a lithium-ion battery by combining the first-order differential dQ/dV-V curve of the charging capacity with the second-order differential d2Q / dV2 -V curve of the charging capacity of the lithium-ion battery is applicable to different charging rate ranges. Exemplarily, under the conditions that the charging temperature is -10°C and the charging rate is less than 0.1C, the method of determining whether lithium deposition occurs in the lithium-ion battery by combining the first-order differential dQ/dV-V curve of the charging capacity with the second-order differential d2Q / dV2 -V curve of the charging capacity of the lithium-ion battery is applicable. Under the conditions that the charging temperature is -10°C and the charging rate is greater than 0.1C, it is not applicable to determine whether lithium deposition occurs in the lithium-ion battery by combining the first-order differential dQ/dV-V curve of the charging capacity with the second-order differential d2Q / dV2 -V curve of the charging capacity of the lithium-ion battery.
S340、若锂离子电池发生析锂,则根据锂离子电池的充电容量二阶微分d 2Q/dV 2-V曲线确定锂离子电池的析锂电位。 S340: If lithium deposition occurs in the lithium-ion battery, determine the lithium deposition potential of the lithium-ion battery according to a second-order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium-ion battery.
具体的,如图6和图7所示,磷酸铁锂电池充电容量的二阶微分d 2Q/dV 2-V曲线的极大值点处所对应的电压值即磷酸铁锂电池的析锂电位,示例性的,在图6所示的第5个特征峰2处所对应的电压值即磷酸铁锂电池的析锂电位,在图7所示的第5个特征峰3处所对应的电压值即磷酸铁锂电池的析锂电位。 Specifically, as shown in Figures 6 and 7, the voltage value corresponding to the maximum point of the second-order differential d2Q / dV2 -V curve of the charging capacity of the lithium iron phosphate battery is the lithium deposition potential of the lithium iron phosphate battery. Exemplarily, the voltage value corresponding to the fifth characteristic peak 2 shown in Figure 6 is the lithium deposition potential of the lithium iron phosphate battery, and the voltage value corresponding to the fifth characteristic peak 3 shown in Figure 7 is the lithium deposition potential of the lithium iron phosphate battery.
本申请实施例提供的锂离子电池析锂电位的确定方法,在锂离子电池的充电倍率大于预设充电倍率和/或充电温度小于预设温度时,根据锂离子电池的充电容量一阶微分dQ/dV-V曲线,并结合锂离子电池的充电容量二阶微分d 2Q/dV 2-V曲线判断锂离子电池是否发生析锂,若锂离子电池发生析锂,则根据锂离子电池的二阶微分d 2Q/dV 2-V曲线确定锂离子电池的析锂电位,即在一阶曲线的特征峰不明显或出现融合的情况下,通过充电容量一阶微分dQ/dV-V曲线结合充电容量二阶微分d 2Q/dV 2-V曲线判断锂离子电池是否发生析锂,不仅能够清晰直观的看出锂离子电池的真实析锂电位,而且方便快捷,准确度高。 The method for determining the lithium deposition potential of a lithium ion battery provided in an embodiment of the present application determines whether lithium deposition occurs in the lithium ion battery according to a first-order differential dQ/dV-V curve of the charging capacity of the lithium ion battery and in combination with a second-order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium ion battery when the charging rate of the lithium ion battery is greater than a preset charging rate and/or the charging temperature is less than a preset temperature. If lithium deposition occurs in the lithium ion battery, the lithium deposition potential of the lithium ion battery is determined according to the second-order differential d 2 Q/dV 2 -V curve of the lithium ion battery. That is, when the characteristic peak of the first-order curve is not obvious or merged, determining whether lithium deposition occurs in the lithium ion battery according to the first-order differential dQ/dV-V curve of the charging capacity and in combination with the second-order differential d 2 Q/dV 2 -V curve of the charging capacity not only can clearly and intuitively see the true lithium deposition potential of the lithium ion battery, but also is convenient, fast and highly accurate.
可选的,参考图4、图6和图7,根据锂离子电池的充电容量二阶微分d 2Q/dV 2-V曲线确定锂离子电池的析锂电位包括: Optionally, referring to FIG. 4 , FIG. 6 and FIG. 7 , determining the lithium deposition potential of the lithium ion battery according to the second-order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium ion battery includes:
确定充电容量二阶微分d 2Q/dV 2-V曲线中析锂特征峰的极大值点对应的电压; Determine the voltage corresponding to the maximum point of the characteristic peak of lithium deposition in the second-order differential d 2 Q/dV 2 -V curve of the charging capacity;
将充电容量二阶微分d 2Q/dV 2-V曲线中析锂特征峰的极大值点对应的电压确定为锂离子电池的析锂电位。 The voltage corresponding to the maximum point of the lithium deposition characteristic peak in the second-order differential d 2 Q/dV 2 -V curve of the charging capacity is determined as the lithium deposition potential of the lithium ion battery.
示例性的,如图4所示,在25℃的1C充电容量的一阶微分dQ/dV-V曲线中的第5个峰值处,找到对应的磷酸铁锂电池25℃的1C充电容量的二阶微分d 2Q/dV 2-V曲线的析锂特征峰极大值点,析锂特征峰极大值点所对应的电压值即磷酸铁锂电池的析锂电位;如图6和图7所示,磷酸铁锂电池充电容量的二阶微分d 2Q/dV 2-V曲线的析锂特征峰极大值点处所对应的电压值即磷酸铁锂电池的析锂电位。由于二阶微分d 2Q/dV 2-V曲线中峰的尖锐度较高,便于确定峰值点所在位置,因此将充电容量二阶微分d 2Q/dV 2-V曲线中析锂特征峰的极大值点对应的电压确定为锂离子电池的析锂电位,可以进一步的能够清晰直观的看出锂离子电池的真实析锂电位,提高准确度。 Exemplarily, as shown in FIG4, at the fifth peak in the first-order differential dQ/dV-V curve of 1C charging capacity at 25°C, the corresponding lithium precipitation characteristic peak maximum point of the second-order differential d2Q / dV2 -V curve of 1C charging capacity at 25°C is found, and the voltage value corresponding to the maximum point of the lithium precipitation characteristic peak is the lithium precipitation potential of the lithium iron phosphate battery; as shown in FIG6 and FIG7, the voltage value corresponding to the maximum point of the lithium precipitation characteristic peak of the second-order differential d2Q / dV2 -V curve of the charging capacity of the lithium iron phosphate battery is the lithium precipitation potential of the lithium iron phosphate battery. Since the peak in the second-order differential d2Q / dV2 -V curve is high in sharpness, it is easy to determine the location of the peak point, so the voltage corresponding to the maximum point of the lithium precipitation characteristic peak in the second-order differential d2Q / dV2 -V curve of the charging capacity is determined as the lithium precipitation potential of the lithium ion battery, which can further clearly and intuitively see the real lithium precipitation potential of the lithium ion battery and improve accuracy.
可选的,如图2所示,对锂离子进行充电测试,锂离子电池析锂电位的确定方法包括:Optionally, as shown in FIG2 , a charging test is performed on lithium ions, and a method for determining the lithium deposition potential of a lithium ion battery includes:
根据预设充电测试图中充电温度与充电倍率的组合关系,在多种充电温度下对锂离子电池进行不同充电倍率的充电测试;其中,每一充电温度下的充电倍率至少包含未析锂的充电倍率及允许的最大持续充电倍率;每次充电测试过程中,按照充电倍率将锂离子电池满充至截止电压。According to the combination relationship between the charging temperature and the charging rate in the preset charging test diagram, the lithium-ion battery is charged at different charging rates at multiple charging temperatures; wherein the charging rate at each charging temperature at least includes the charging rate without lithium deposition and the maximum allowed continuous charging rate; during each charging test, the lithium-ion battery is fully charged to the cut-off voltage according to the charging rate.
示例性的,保持环境温度恒定为25℃的条件下,分别对锂离子电池进行0.1C充电倍率、0.33C充电倍率、0.5C充电倍率、1.0C充电倍率、1.5C充电倍率和2.0C充电倍率的充电测试,其中,相同充电温度可以通过控温箱实现;也可以对锂离子电池进行相同充电倍率,不同充电温度的充电测试,示例性的,保持充电倍率为0.5C不变的条件下,分别在外界温度为-10℃、0℃、10℃、25℃、35℃的环境下对锂离子电池进行充电测试,本申请实施例对此不进行限制。具体的,每一充电温度下的充电倍率至少包含未析锂的充电倍率及允许的最大持续充电倍率,可以理解为,通过预设充电测试图,可以预估锂离子电池绝对不析锂的倍率,同时还可以根据预设充电测试图设计锂离子电池允许的最大充电倍率。其中,每次充电测试过程中,按照充电倍率将锂离子电池满充至截止电压,示例性的,磷酸铁锂电池以3.55V-3.65V为截止电压,三元锂电池以4.2V-4.35V为截止电压。Exemplarily, under the condition of keeping the ambient temperature constant at 25°C, the lithium-ion battery is charged at 0.1C charging rate, 0.33C charging rate, 0.5C charging rate, 1.0C charging rate, 1.5C charging rate and 2.0C charging rate, respectively, wherein the same charging temperature can be achieved by a temperature control box; the lithium-ion battery can also be charged at the same charging rate and different charging temperatures. Exemplarily, under the condition of keeping the charging rate constant at 0.5C, the lithium-ion battery is charged at an ambient temperature of -10°C, 0°C, 10°C, 25°C, and 35°C, respectively. The embodiment of the present application does not limit this. Specifically, the charging rate at each charging temperature includes at least the charging rate without lithium precipitation and the maximum continuous charging rate allowed. It can be understood that, by presetting the charging test diagram, the rate at which the lithium-ion battery absolutely does not precipitate lithium can be estimated, and the maximum charging rate allowed for the lithium-ion battery can also be designed according to the preset charging test diagram. During each charging test, the lithium-ion battery is fully charged to a cut-off voltage according to the charging rate. For example, the cut-off voltage of the lithium iron phosphate battery is 3.55V-3.65V, and the cut-off voltage of the ternary lithium battery is 4.2V-4.35V.
可选的,锂离子电池析锂电位的确定方法还包括:Optionally, the method for determining the lithium deposition potential of a lithium-ion battery further includes:
在同一充电倍率下,获取锂离子电池不同充电温度对应的充电容量二阶微分d 2Q/dV 2-V曲线,以确定锂离子电池在不同充电温度下的析锂电位;从而可以便于确定出每一充电倍率下,适宜的充电温度,以及在不同充电温度中适宜的充电停止电位。 Under the same charging rate, the second-order differential d 2 Q/dV 2 -V curve of the charging capacity corresponding to different charging temperatures of the lithium-ion battery is obtained to determine the lithium plating potential of the lithium-ion battery at different charging temperatures; thereby, it is convenient to determine the appropriate charging temperature at each charging rate and the appropriate charging stop potential at different charging temperatures.
和/或,在同一充电温度下,获取锂离子电池不同充电倍率对应的充电容量二阶微分d 2Q/dV 2-V曲线,以确定锂离子电池在不同充电倍率下的析锂电位,从而可以便于确定出每一充电温度下,适宜的充电倍率,以及在不同充电倍率下适宜的充电停止电位。 And/or, at the same charging temperature, the second-order differential d 2 Q/dV 2 -V curve of the charging capacity corresponding to different charging rates of the lithium ion battery is obtained to determine the lithium deposition potential of the lithium ion battery at different charging rates, so as to facilitate the determination of the appropriate charging rate at each charging temperature and the appropriate charging stop potential at different charging rates.
可选的,锂离子电池允许持续充电的充电温度范围包括-30℃~55℃;锂离子电池允许持续充电的充电倍率范围包括0.01C~2C;Optionally, the charging temperature range of the lithium-ion battery that allows continuous charging includes -30°C to 55°C; the charging rate range of the lithium-ion battery that allows continuous charging includes 0.01C to 2C;
锂离子电池充电测试过程中,充电电压采集时间间隔小于或等于1S,充电电压采集精度小于或等于1mV。During the lithium-ion battery charging test, the charging voltage collection time interval is less than or equal to 1S, and the charging voltage collection accuracy is less than or equal to 1mV.
具体的,采集电压数据的时间间隔过大,影响电压和容量的曲线绘制,进而影响锂离子电池析锂电位的准确度。充电电压采集时间间隔小于或等于1S,充电电压采集精度小于或等于1mV,可以保证锂离子电池析锂电位的准确度。Specifically, if the time interval for collecting voltage data is too long, it will affect the drawing of voltage and capacity curves, and thus affect the accuracy of lithium ion battery lithium deposition potential. If the charging voltage collection time interval is less than or equal to 1S and the charging voltage collection accuracy is less than or equal to 1mV, the accuracy of lithium ion battery lithium deposition potential can be guaranteed.
图8是本申请实施例提供的一种锂离子电池析锂电位的确定装置的结构示意图,如图8所示,锂离子电池析锂电位的确定装置500包括:FIG8 is a schematic diagram of the structure of a device for determining the lithium deposition potential of a lithium ion battery provided in an embodiment of the present application. As shown in FIG8 , the device 500 for determining the lithium deposition potential of a lithium ion battery includes:
数据采集模块510,用于在对锂离子电池进行充电测试过程中,采集锂离子电池的电压和容量数据;其中,在同一充电测试过程中,充电倍率相同,充电温度相同;The data acquisition module 510 is used to collect the voltage and capacity data of the lithium-ion battery during the charging test of the lithium-ion battery; wherein, in the same charging test process, the charging rate is the same and the charging temperature is the same;
微分处理模块520,将所述电压和所述容量数据做微分处理,获得所述锂离子电池的充电容量一阶微分dQ/dV-V曲线以及充电容量二阶微分d 2Q/dV 2-V曲线; A differential processing module 520 performs differential processing on the voltage and the capacity data to obtain a first-order differential dQ/dV-V curve of the charging capacity and a second-order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium-ion battery;
析锂电位确定模块530,用于根据所述锂离子电池的充电容量一阶微分dQ/dV-V曲线以及充电容量二阶微分d 2Q/dV 2-V曲线判断所述锂离子电池的析锂状态,并在确认所述锂离子电池发生析锂后确定所述锂离子电池的析锂电位。 The lithium deposition potential determination module 530 is used to judge the lithium deposition state of the lithium ion battery according to the first-order differential dQ/dV-V curve and the second-order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium ion battery, and determine the lithium deposition potential of the lithium ion battery after confirming that lithium deposition occurs in the lithium ion battery.
进一步的,在锂离子电池的充电倍率小于预设充电倍率并且充电温度大于预设温度时,根据锂离子电池的充电容量一阶微分dQ/dV-V曲线以及充电容量二阶微分d 2Q/dV 2-V曲线判断所述锂离子电池的析锂状态,并在确认锂离子电池发生析锂后确定所述锂离子电池的析锂电位,析锂电位确定模块530包括: Further, when the charging rate of the lithium-ion battery is less than the preset charging rate and the charging temperature is greater than the preset temperature, the lithium deposition state of the lithium-ion battery is judged according to the first-order differential dQ/dV-V curve of the charging capacity and the second-order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium-ion battery, and the lithium deposition potential of the lithium-ion battery is determined after confirming that lithium deposition occurs in the lithium-ion battery. The lithium deposition potential determination module 530 includes:
一阶判断单元:用于根据锂离子电池的充电容量一阶微分dQ/dV-V曲线判断锂离子电池是否发生析锂;First-order judgment unit: used to judge whether lithium deposition occurs in the lithium-ion battery according to the first-order differential dQ/dV-V curve of the charging capacity of the lithium-ion battery;
析锂确定单元:用于若锂离子电池发生析锂,则根据锂离子电池的二阶微分d 2Q/dV 2-V曲线确定锂离子电池的析锂电位。 Lithium deposition determination unit: used to determine the lithium deposition potential of the lithium ion battery according to the second-order differential d 2 Q/dV 2 -V curve of the lithium ion battery if lithium deposition occurs in the lithium ion battery.
进一步的,在锂离子电池的充电倍率大于预设充电倍率和/或充电温度小于预设温度时,根据锂离子电池的充电容量一阶微分dQ/dV-V曲线以及充电容量二阶微分d 2Q/dV 2-V曲线判断所述锂离子电池的析锂状态,并在确认锂离子电池发生析锂后确定锂离子电池的析锂电位,析锂电位确定模块530包括: Further, when the charging rate of the lithium-ion battery is greater than a preset charging rate and/or the charging temperature is less than a preset temperature, the lithium deposition state of the lithium-ion battery is judged according to the first-order differential dQ/dV-V curve of the charging capacity and the second-order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium-ion battery, and the lithium deposition potential of the lithium-ion battery is determined after confirming that lithium deposition occurs in the lithium-ion battery. The lithium deposition potential determination module 530 includes:
结合判断单元:根据锂离子电池的充电容量一阶微分dQ/dV-V曲线,并结合锂离子电池的充电容量二阶微分d 2Q/dV 2-V曲线判断锂离子电池是否发生析锂; Combined judgment unit: judging whether lithium deposition occurs in the lithium-ion battery according to the first-order differential dQ/dV-V curve of the charging capacity of the lithium-ion battery and in combination with the second-order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium-ion battery;
析锂确定单元:若锂离子电池发生析锂,则根据锂离子电池的充电容量二阶微分d 2Q/dV 2-V曲线确定锂离子电池的析锂电位。 Lithium deposition determination unit: if lithium deposition occurs in the lithium-ion battery, the lithium deposition potential of the lithium-ion battery is determined according to the second-order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium-ion battery.
进一步的,一阶判断单元具体用于:Furthermore, the first-order judgment unit is specifically used for:
判断充电容量一阶微分dQ/dV-V曲线的相变峰中是否存在析锂特征峰;Determine whether there is a lithium precipitation characteristic peak in the phase change peak of the first-order differential dQ/dV-V curve of the charging capacity;
若存在,则确定锂离子电池发生析锂;其中,锂离子电池发生析锂反应时会新增代表析锂的电压平台,代表析锂的电压平台对应析锂特征峰。If it exists, it is determined that lithium deposition occurs in the lithium-ion battery; wherein, when a lithium deposition reaction occurs in a lithium-ion battery, a voltage platform representing lithium deposition will be added, and the voltage platform representing lithium deposition corresponds to a characteristic peak of lithium deposition.
进一步的,析锂确定单元具体用于:Furthermore, the lithium precipitation determination unit is specifically used for:
确定充电容量二阶微分d 2Q/dV 2-V曲线中析锂特征峰的极大值点对应的电压; Determine the voltage corresponding to the maximum point of the characteristic peak of lithium deposition in the second-order differential d 2 Q/dV 2 -V curve of the charging capacity;
将充电容量二阶微分d 2Q/dV 2-V曲线中析锂特征峰的极大值点对应的电压确定为锂离子电池的起始析锂电位。 The voltage corresponding to the maximum point of the lithium deposition characteristic peak in the second-order differential d 2 Q/dV 2 -V curve of the charging capacity is determined as the initial lithium deposition potential of the lithium ion battery.
进一步的,组合测试单元具体用于:Furthermore, the combined test unit is specifically used for:
根据预设充电测试图中充电温度与充电倍率的组合关系,在多种充电温度下对锂离子电池进行不同充电倍率的充电测试;其中,每一充电温度下的充电倍率至少包含预估绝对不析锂的充电倍率及允许的最大持续充电倍率;每次充电测试过程中,按照测试充电倍率将锂离子电池满充至截止电压。According to the combination relationship between the charging temperature and the charging rate in the preset charging test diagram, the lithium-ion battery is charged at different charging rates at various charging temperatures; wherein the charging rate at each charging temperature at least includes the charging rate at which it is estimated that there will be absolutely no lithium deposition and the maximum continuous charging rate allowed; during each charging test, the lithium-ion battery is fully charged to the cut-off voltage according to the test charging rate.
进一步的,组合测试单元还包括:Furthermore, the combined test unit also includes:
在同一充电倍率下,获取锂电池不同充电温度对应的充电容量二阶微分曲线,以确定锂离子电池在不同温度下的析锂电位;Under the same charging rate, obtain the second-order differential curve of the charging capacity corresponding to different charging temperatures of the lithium battery to determine the lithium deposition potential of the lithium-ion battery at different temperatures;
和/或,在同一充电温度下,获取锂电池不同充电倍率对应的充电容量二阶微分曲线,确定锂离子电池在不同充电倍率下的析锂电位。And/or, at the same charging temperature, the second-order differential curve of the charging capacity corresponding to different charging rates of the lithium battery is obtained to determine the lithium deposition potential of the lithium-ion battery at different charging rates.
进一步的,锂离子电池允许持续充电的温度范围包括-30℃~55℃;锂离子电池允许持续充电的充电倍率范围包括0.01C~2C;Furthermore, the temperature range for continuous charging of lithium-ion batteries includes -30°C to 55°C; the charging rate range for continuous charging of lithium-ion batteries includes 0.01C to 2C;
锂离子电池充电测试过程中,充电电压采集时间间隔小于或等于1S,充电电压采集精度小于或等于1mV。During the lithium-ion battery charging test, the charging voltage collection time interval is less than or equal to 1S, and the charging voltage collection accuracy is less than or equal to 1mV.
进一步的,锂离子电池的类型包括磷酸铁锂电池、三元锂电池和锰酸锂电池;Further, types of lithium-ion batteries include lithium iron phosphate batteries, ternary lithium batteries, and lithium manganese oxide batteries;
锂离子电池中包含软包、方形、圆柱或异形电池电芯。Lithium-ion batteries include soft-pack, square, cylindrical or special-shaped battery cells.
本申请实施例所提供的锂离子电池析锂电位的确定装置可执行本申请任意实施例所提供的锂离子电池析锂电位的确定方法,具备执行方法相应的功能模块和有益效果。The device for determining the lithium deposition potential of a lithium-ion battery provided in the embodiment of the present application can execute the method for determining the lithium deposition potential of a lithium-ion battery provided in any embodiment of the present application, and has the functional modules and beneficial effects corresponding to the execution method.
图9示出了可以用来实施本申请的实施例的电子设备的结构示意图。电子设备旨在表示各种形式的数字计算机,诸如,膝上型计算机、台式计算机、工作台、个人数字助理、服务器、刀片式服务器、大型计算机、和其它适合的计算机。电子设备还可以表示各种形式的移动装置,诸如,个人数字处理、蜂窝电话、智能电话、可穿戴设备(如头盔、眼镜、手表等)和其它类似的计算装置。本文所示的部件、它们的连接和关系、以及它们的功能仅仅作为示例,并且不意在限制本文中描述的和/或者要求的本申请的实现。Fig. 9 shows a schematic diagram of the structure of an electronic device that can be used to implement an embodiment of the present application. The electronic device is intended to represent various forms of digital computers, such as laptop computers, desktop computers, workbenches, personal digital assistants, servers, blade servers, mainframe computers, and other suitable computers. The electronic device can also represent various forms of mobile devices, such as personal digital processing, cellular phones, smart phones, wearable devices (such as helmets, glasses, watches, etc.) and other similar computing devices. The components shown herein, their connections and relationships, and their functions are merely examples and are not intended to limit the implementation of the present application described and/or required herein.
如图9所示,电子设备10包括至少一个处理器11,以及与至少一个处理器11通信连接的存储器,如只读存储器(ROM)12、随机访问存储器(RAM)13等,其中,存储器存储有可被至少一个处理器执行的计算机程序,处理器11可以根据存储在只读存储器(ROM)12中的计算机程序或者从存储单元18加载到随机访问存储器(RAM)13中的计算机程序,来执行各种适当的动作和处理。在RAM 13中,还可存储电子设备10操作所需的各种程序和数据。处理器11、ROM 12以及RAM 13通过总线14彼此相连。输入/输出(I/O)接口15也连接至总线14。As shown in FIG9 , the electronic device 10 includes at least one processor 11, and a memory connected to the at least one processor 11 in communication, such as a read-only memory (ROM) 12, a random access memory (RAM) 13, etc., wherein the memory stores a computer program that can be executed by at least one processor, and the processor 11 can perform various appropriate actions and processes according to the computer program stored in the read-only memory (ROM) 12 or the computer program loaded from the storage unit 18 to the random access memory (RAM) 13. In the RAM 13, various programs and data required for the operation of the electronic device 10 can also be stored. The processor 11, the ROM 12, and the RAM 13 are connected to each other via a bus 14. An input/output (I/O) interface 15 is also connected to the bus 14.
电子设备10中的多个部件连接至I/O接口15,包括:输入单元16,例如键盘、鼠标等;输出单元17,例如各种类型的显示器、扬声器等;存储单元18,例如磁盘、光盘等;以及通信单元19,例如网卡、调制解调器、无线通信收发机等。通信单元19允许电子设备10通过诸如因特网的计算机网络和/或各种电信网络与其他设备交换信息/数据。A number of components in the electronic device 10 are connected to the I/O interface 15, including: an input unit 16, such as a keyboard, a mouse, etc.; an output unit 17, such as various types of displays, speakers, etc.; a storage unit 18, such as a disk, an optical disk, etc.; and a communication unit 19, such as a network card, a modem, a wireless communication transceiver, etc. The communication unit 19 allows the electronic device 10 to exchange information/data with other devices through a computer network such as the Internet and/or various telecommunication networks.
处理器11可以是各种具有处理和计算能力的通用和/或专用处理组件。处理器11的一些示例包括但不限于中央处理单元(CPU)、图形处理单元(GPU)、各种专用的人工智能(AI)计算芯片、各种运行机器学习模型算法的处理器、数字信号处理器(DSP)、以及任何适当的处理器、控制器、微控制器等。处理器11执行上文所描述的各个方法和处理,例如锂离子电池析锂电位的确定方法。The processor 11 may be a variety of general and/or special processing components with processing and computing capabilities. Some examples of the processor 11 include, but are not limited to, a central processing unit (CPU), a graphics processing unit (GPU), various dedicated artificial intelligence (AI) computing chips, various processors running machine learning model algorithms, digital signal processors (DSPs), and any appropriate processors, controllers, microcontrollers, etc. The processor 11 performs the various methods and processes described above, such as a method for determining the lithium potential of a lithium-ion battery.
在一些实施例中,锂离子电池析锂电位的确定方法可被实现为计算机程序,其被有形地包含于计算机可读存储介质,所述计算机可读存储介质可以是非易失性,也可以是易失性,例如存储单元18。在一些实施例中,计算机程序的部分或者全部可以经由ROM 12和/或通信单元19而被载入和/或安装到电子设备10上。当计算机程序加载到RAM 13并由处理器11执行时,可以执行上文描述的锂离子电池析锂电位的确定方法的一个或多个步骤。备选地,在其他实施例中,处理器11可以通过其他任何适当的方式(例如,借助于固件)而被配置为执行锂离子电池析锂电位的确定方法。In some embodiments, the method for determining the lithium potential of a lithium-ion battery may be implemented as a computer program, which is tangibly contained in a computer-readable storage medium, which may be non-volatile or volatile, such as a storage unit 18. In some embodiments, part or all of the computer program may be loaded and/or installed on the electronic device 10 via the ROM 12 and/or the communication unit 19. When the computer program is loaded into the RAM 13 and executed by the processor 11, one or more steps of the method for determining the lithium potential of a lithium-ion battery described above may be performed. Alternatively, in other embodiments, the processor 11 may be configured to perform a method for determining the lithium potential of a lithium-ion battery by any other appropriate means (e.g., by means of firmware).
本文中以上描述的系统和技术的各种实施方式可以在数字电子电路系统、集成电路系统、场可编程门阵列(FPGA)、专用集成电路(ASIC)、专用标准产品(ASSP)、芯片上系统的系统(SOC)、负载可编程逻辑设备(CPLD)、计算机硬件、固件、软件、和/或它们的组合中实现。这些各种实施方式可以包括:实施在一个或者多个计算机程序中,该一个或者多个计算机程序可在包括至少一个可编程处理器的可编程系统上执行和/或解释,该可编程处理器可以是专用或者通用可编程处理器,可以从存储系统、至少一个输入装置、和至少一个输出装置接收数据和指令,并且将数据和指令传输至该存储系统、该至少一个输入装置、和该至少一个输出装置。Various implementations of the systems and techniques described above herein can be implemented in digital electronic circuit systems, integrated circuit systems, field programmable gate arrays (FPGAs), application specific integrated circuits (ASICs), application specific standard products (ASSPs), systems on chips (SOCs), load programmable logic devices (CPLDs), computer hardware, firmware, software, and/or combinations thereof. These various implementations can include: being implemented in one or more computer programs that can be executed and/or interpreted on a programmable system including at least one programmable processor, which can be a special purpose or general purpose programmable processor that can receive data and instructions from a storage system, at least one input device, and at least one output device, and transmit data and instructions to the storage system, the at least one input device, and the at least one output device.
用于实施本申请的锂离子电池析锂电位的确定方法的计算机程序可以采用一个或多个编程语言的任何组合来编写。这些计算机程序可以提供给通用计算机、专用计算机或其他可编程数据处理装置的处理器,使得计算机程序当由处理器执行时使流程图和/或框图中所规定的功能/操作被实施。计算机程序可以完全在机器上执行、部分地在机器上执行,作为独立软件包部分地在机器上执行且部分地在远程机器上执行或完全在远程机器或服务器上执行。The computer program for implementing the method for determining the lithium potential of lithium ion batteries of the present application can be written in any combination of one or more programming languages. These computer programs can be provided to a processor of a general-purpose computer, a special-purpose computer, or other programmable data processing device, so that when the computer program is executed by the processor, the functions/operations specified in the flow chart and/or block diagram are implemented. The computer program can be executed entirely on the machine, partially on the machine, partially on the machine as a stand-alone software package and partially on a remote machine, or entirely on a remote machine or server.
在本申请的上下文中,计算机可读存储介质可以是有形的介质,其可以包含或存储以供指令执行系统、装置或设备使用或与指令执行系统、装置或设备结合地使用的计算机程序。计算机可读存储介质可以包括但不限于电子的、磁性的、光学的、电磁的、红外的、或半导体系统、装置或设备,或者上述内容的任何合适组合。备选地,计算机可读存储介质可以是机器可读信号介质。机器可读存储介质的更具体示例会包括基于一个或多个线的电气连接、便携式计算机盘、硬盘、随机存取存储器(RAM)、只读存储器(ROM)、可擦除可编程只读存储器(EPROM或快闪存储器)、光纤、便捷式紧凑盘只读存储器(CD-ROM)、光学储存设备、磁储存设备、或上述内容的任何合适组合。In the context of the present application, a computer-readable storage medium may be a tangible medium that may contain or store a computer program for use by or in conjunction with an instruction execution system, device, or equipment. A computer-readable storage medium may include, but is not limited to, electronic, magnetic, optical, electromagnetic, infrared, or semiconductor systems, devices, or equipment, or any suitable combination of the foregoing. Alternatively, a computer-readable storage medium may be a machine-readable signal medium. A more specific example of a machine-readable storage medium may include an electrical connection based on one or more lines, a portable computer disk, a hard disk, a random access memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disk read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing.
为了提供与用户的交互,可以在电子设备上实施此处描述的系统和技术,该电子设备具有:用于向用户显示信息的显示装置(例如,CRT(阴极射线管)或者LCD(液晶显示器)监视器);以及键盘和指向装置(例如,鼠标或者轨迹球),用户可以通过该键盘和该指向装置来将输入提供给电子设备。其它种类的装置还可以用于提供与用户的交互;例如,提供给用户的反馈可以是任何形式的传感反馈(例如,视觉反馈、听觉反馈、或者触觉反馈);并且可以用任何形式(包括声输入、语音输入或者、触觉输入)来接收来自用户的输入。To provide interaction with a user, the systems and techniques described herein may be implemented on an electronic device having: a display device (e.g., a CRT (cathode ray tube) or LCD (liquid crystal display) monitor) for displaying information to the user; and a keyboard and a pointing device (e.g., a mouse or trackball) through which the user can provide input to the electronic device. Other types of devices may also be used to provide interaction with the user; for example, the feedback provided to the user may be any form of sensory feedback (e.g., visual feedback, auditory feedback, or tactile feedback); and input from the user may be received in any form (including acoustic input, voice input, or tactile input).
可以将此处描述的系统和技术实施在包括后台部件的计算系统(例如,作为数据服务器)、或者包括中间件部件的计算系统(例如,应用服务器)、或者包括前端部件的计算系统(例如,具有图形用户界面或者网络浏览器的用户计算机,用户可以通过该图形用户界面或者该网络浏览器来与此处描述的系统和技术的实施方式交互)、或者包括这种后台部件、中间件部件、或者前端部件的任何组合的计算系统中。可以通过任何形式或者介质的数字数据通信(例如,通信网络)来将系统的部件相互连接。通信网络的示例包括:局域网(LAN)、广域网(WAN)、区块链网络和互联网。The systems and techniques described herein may be implemented in a computing system that includes backend components (e.g., as a data server), or a computing system that includes middleware components (e.g., an application server), or a computing system that includes frontend components (e.g., a user computer with a graphical user interface or a web browser through which a user can interact with implementations of the systems and techniques described herein), or a computing system that includes any combination of such backend components, middleware components, or frontend components. The components of the system may be interconnected by any form or medium of digital data communication (e.g., a communication network). Examples of communication networks include: a local area network (LAN), a wide area network (WAN), a blockchain network, and the Internet.
计算系统可以包括客户端和服务器。客户端和服务器一般远离彼此并且通常通过通信网络进行交互。通过在相应的计算机上运行并且彼此具有客户端-服务器关系的计算机程序来产生客户端和服务器的关系。服务器可以是云服务器,又称为云计算服务器或云主机,是云计算服务体系中的一项主机产品,以解决了传统物理主机与VPS服务中,存在的管理难度大,业务扩展性弱的缺陷。A computing system may include a client and a server. The client and the server are generally remote from each other and usually interact through a communication network. The client and server relationship is generated by computer programs running on the corresponding computers and having a client-server relationship with each other. The server may be a cloud server, also known as a cloud computing server or cloud host, which is a host product in the cloud computing service system to solve the defects of difficult management and weak business scalability in traditional physical hosts and VPS services.

Claims (10)

  1. 一种锂离子电池析锂电位的确定方法,包括:A method for determining the lithium deposition potential of a lithium ion battery, comprising:
    对锂离子电池进行充电测试,并采集锂离子电池在充电测试过程中的电压和容量数据;其中,在同一充电测试过程中,充电倍率相同,充电温度相同;Performing a charging test on a lithium-ion battery and collecting voltage and capacity data of the lithium-ion battery during the charging test; wherein, during the same charging test process, the charging rate and the charging temperature are the same;
    将所述电压和所述容量数据做微分处理,获得所述锂离子电池的充电容量一阶微分dQ/dV-V曲线以及充电容量二阶微分d 2 Q/dV 2 -V曲线; Performing differential processing on the voltage and the capacity data to obtain a first-order differential dQ/dV-V curve of the charging capacity and a second-order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium ion battery;
    根据所述锂离子电池的充电容量一阶微分dQ/dV-V曲线以及充电容量二阶微分d 2 Q/dV 2 -V曲线判断所述锂离子电池的析锂状态并确定所述锂离子电池的析锂电位。 The lithium deposition state of the lithium ion battery is judged and the lithium deposition potential of the lithium ion battery is determined according to the first-order differential dQ/dV-V curve of the charging capacity and the second-order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium ion battery.
  2. 根据权利要求1所述的锂离子电池析锂电位的确定方法,其中,在所述锂离子电池的充电倍率小于预设充电倍率并且充电温度大于预设温度时,根据所述锂离子电池的充电容量一阶微分dQ/dV-V曲线以及充电容量二阶微分d 2 Q/dV 2 -V曲线判断所述锂离子电池的析锂状态并确定所述锂离子电池的析锂电位,包括: The method for determining the lithium deposition potential of a lithium ion battery according to claim 1, wherein when the charging rate of the lithium ion battery is less than a preset charging rate and the charging temperature is greater than a preset temperature, judging the lithium deposition state of the lithium ion battery and determining the lithium deposition potential of the lithium ion battery according to the first-order differential dQ/dV-V curve of the charging capacity and the second-order differential d2Q / dV2 -V curve of the charging capacity of the lithium ion battery, comprises:
    根据所述锂离子电池的充电容量一阶微分dQ/dV-V曲线判断所述锂离子电池是否发生析锂;Determining whether lithium deposition occurs in the lithium-ion battery according to a first-order differential dQ/dV-V curve of the charging capacity of the lithium-ion battery;
    若所述锂离子电池发生析锂,则根据所述锂离子电池的充电容量二阶微分d 2 Q/dV 2 -V曲线确定所述锂离子电池的析锂电位。 If lithium deposition occurs in the lithium ion battery, the lithium deposition potential of the lithium ion battery is determined according to a second-order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium ion battery.
  3. 根据权利要求1所述的锂离子电池析锂电位的确定方法,其中,The method for determining the lithium deposition potential of a lithium ion battery according to claim 1, wherein:
    在所述锂离子电池的充电倍率大于预设充电倍率和/或充电温度小于预设温度时,根据所述锂离子电池的充电容量一阶微分dQ/dV-V曲线以及充电容量二阶微分d 2 Q/dV 2 -V曲线判断所述锂离子电池的析锂状态并确定所述锂离子电池的析锂电位,包括: When the charging rate of the lithium ion battery is greater than a preset charging rate and/or the charging temperature is less than a preset temperature, judging the lithium deposition state of the lithium ion battery and determining the lithium deposition potential of the lithium ion battery according to the first-order differential dQ/dV-V curve of the charging capacity and the second-order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium ion battery, comprising:
    根据所述锂离子电池的充电容量一阶微分dQ/dV-V曲线,并结合所述锂离子电池的充电容量二阶微分d 2 Q/dV 2 -V曲线判断所述锂离子电池是否发生析锂; Determining whether lithium deposition occurs in the lithium ion battery according to a first-order differential dQ/dV-V curve of the charging capacity of the lithium ion battery and in combination with a second-order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium ion battery;
    若所述锂离子电池发生析锂,则根据所述锂离子电池的充电容量二阶微分d 2 Q/dV 2 -V曲线确定所述锂离子电池的析锂电位。 If lithium deposition occurs in the lithium ion battery, the lithium deposition potential of the lithium ion battery is determined according to a second-order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium ion battery.
  4. 根据权利要求2所述的锂离子电池析锂电位的确定方法,其中,根据所述锂离子电池的充电容量一阶微分dQ/dV-V曲线判断所述锂离子电池是否发生析锂,包括:The method for determining the lithium deposition potential of a lithium ion battery according to claim 2, wherein judging whether lithium deposition occurs in the lithium ion battery according to a first-order differential dQ/dV-V curve of the charging capacity of the lithium ion battery comprises:
    判断所述充电容量一阶微分dQ/dV-V曲线的相变峰中是否存在析锂特征峰;Determining whether there is a lithium precipitation characteristic peak in the phase change peak of the first-order differential dQ/dV-V curve of the charging capacity;
    若存在,则确定所述锂离子电池发生析锂;其中,所述锂离子电池发生析锂反应时会新增代表析锂的电压平台,代表析锂的电压平台对应所述析锂特征峰。If it exists, it is determined that lithium deposition occurs in the lithium ion battery; wherein, when the lithium ion battery undergoes a lithium deposition reaction, a voltage platform representing lithium deposition will be added, and the voltage platform representing lithium deposition corresponds to the lithium deposition characteristic peak.
  5. 根据权利要求2或3所述的锂离子电池析锂电位的确定方法,其中,根据所述锂离子电池的充电容量二阶微分d 2 Q/dV 2 -V曲线确定所述锂离子电池的析锂电位,包括: The method for determining the lithium deposition potential of a lithium ion battery according to claim 2 or 3, wherein determining the lithium deposition potential of the lithium ion battery according to a second-order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium ion battery comprises:
    确定所述充电容量二阶微分d 2 Q/dV 2 -V曲线中析锂特征峰的极大值点对应的电压; Determining the voltage corresponding to the maximum point of the lithium deposition characteristic peak in the second-order differential d 2 Q/dV 2 -V curve of the charging capacity;
    将所述充电容量二阶微分d 2 Q/dV 2 -V曲线中析锂特征峰的极大值点对应的电压确定为所述锂离子电池的析锂电位。 The voltage corresponding to the maximum point of the lithium deposition characteristic peak in the second-order differential d 2 Q/dV 2 -V curve of the charging capacity is determined as the lithium deposition potential of the lithium ion battery.
  6. 根据权利要求1至4任一项所述的锂离子电池析锂电位的确定方法,其中,对锂离子进行充电测试,包括:The method for determining the lithium deposition potential of a lithium ion battery according to any one of claims 1 to 4, wherein the charging test of lithium ions comprises:
    根据预设充电测试图中充电温度与充电倍率的组合关系,在多种充电温度下对锂离子电池进行不同充电倍率的充电测试;其中,每一充电温度下的充电倍率至少包含未析锂的充电倍率及允许的最大持续充电倍率;每次充电测试过程中,按照充电倍率将锂离子电池满充至截止电压。According to the combination relationship between the charging temperature and the charging rate in the preset charging test diagram, the lithium-ion battery is charged at different charging rates at multiple charging temperatures; wherein the charging rate at each charging temperature at least includes the charging rate without lithium deposition and the maximum allowed continuous charging rate; during each charging test, the lithium-ion battery is fully charged to the cut-off voltage according to the charging rate.
  7. 根据权利要求6所述的锂离子电池析锂电位的确定方法,还包括:The method for determining the lithium deposition potential of a lithium ion battery according to claim 6, further comprising:
    在同一充电倍率下,获取所述锂离子电池不同充电温度对应的充电容量二阶微分d 2 Q/dV 2 -V曲线,以确定所述锂离子电池在不同充电温度下的析锂电位; Under the same charging rate, obtaining the second-order differential d 2 Q/dV 2 -V curve of the charging capacity corresponding to different charging temperatures of the lithium ion battery to determine the lithium deposition potential of the lithium ion battery at different charging temperatures;
    和/或,在同一充电温度下,获取所述锂离子电池不同充电倍率对应的充电容量二阶微分d 2 Q/dV 2 -V曲线,以确定所述锂离子电池在不同充电倍率下的析锂电位。 And/or, at the same charging temperature, obtaining the second-order differential d 2 Q/dV 2 -V curve of the charging capacity corresponding to different charging rates of the lithium ion battery, so as to determine the lithium deposition potential of the lithium ion battery at different charging rates.
  8. 根据权利要求6所述的锂离子电池析锂电位的确定方法,其中,所述锂离子电池允许持续充电的充电温度范围包括-30℃~55℃;所述锂离子电池允许持续充电的充电倍率范围包括0.01C~2C;The method for determining the lithium deposition potential of a lithium-ion battery according to claim 6, wherein the charging temperature range for continuous charging of the lithium-ion battery includes -30°C to 55°C; the charging rate range for continuous charging of the lithium-ion battery includes 0.01C to 2C;
    所述锂离子电池充电测试过程中,充电电压采集时间间隔小于或等于1S,充电电压采集精度小于或等于1mV。During the lithium-ion battery charging test, the charging voltage collection time interval is less than or equal to 1S, and the charging voltage collection accuracy is less than or equal to 1mV.
  9. 一种锂离子电池析锂电位的确定装置,包括:A device for determining lithium deposition potential of a lithium-ion battery, comprising:
    数据采集模块,被配置为在对锂离子电池进行充电测试过程中,采集锂离子电池的电压和容量数据;其中,在同一充电测试过程中,充电倍率相同,充电温度相同;The data acquisition module is configured to collect voltage and capacity data of the lithium-ion battery during a charging test of the lithium-ion battery; wherein, during the same charging test process, the charging rate is the same and the charging temperature is the same;
    微分处理模块,将所述电压和所述容量数据做微分处理,获得所述锂离子电池的充电容量一阶微分dQ/dV-V曲线以及充电容量二阶微分d 2 Q/dV 2 -V曲线; A differential processing module performs differential processing on the voltage and the capacity data to obtain a first-order differential dQ/dV-V curve of the charging capacity and a second-order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium-ion battery;
    析锂电位确定模块,被配置为根据所述锂离子电池的充电容量一阶微分dQ/dV-V曲线以及充电容量二阶微分d 2 Q/dV 2 -V曲线判断所述锂离子电池的析锂状态并确定所述锂离子电池的析锂电位。 The lithium deposition potential determination module is configured to judge the lithium deposition state of the lithium ion battery and determine the lithium deposition potential of the lithium ion battery according to the first-order differential dQ/dV-V curve and the second-order differential d 2 Q/dV 2 -V curve of the charging capacity of the lithium ion battery.
  10. 一种电子设备,所述电子设备包括:An electronic device, comprising:
    至少一个处理器;以及at least one processor; and
    与所述至少一个处理器通信连接的存储器;其中,a memory communicatively connected to the at least one processor; wherein,
    所述存储器存储有可被所述至少一个处理器执行的计算机程序,所述计算机程序被所述至少一个处理器执行,以使所述至少一个处理器能够执行权利要求1-8中任一项所述的锂离子电池析锂电位的确定方法。The memory stores a computer program executable by the at least one processor, and the computer program is executed by the at least one processor so that the at least one processor can execute the method for determining the lithium deposition potential of a lithium-ion battery according to any one of claims 1 to 8.
PCT/CN2023/137219 2022-12-23 2023-12-07 Method and apparatus for determining potential for lithium precipitation in lithium ion battery, and electronic device WO2024131558A1 (en)

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