[go: up one dir, main page]
More Web Proxy on the site http://driver.im/

CN113687252A - Method for measuring battery capacity - Google Patents

Method for measuring battery capacity Download PDF

Info

Publication number
CN113687252A
CN113687252A CN202111088972.7A CN202111088972A CN113687252A CN 113687252 A CN113687252 A CN 113687252A CN 202111088972 A CN202111088972 A CN 202111088972A CN 113687252 A CN113687252 A CN 113687252A
Authority
CN
China
Prior art keywords
battery
battery capacity
voltage
soc
percentage
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Granted
Application number
CN202111088972.7A
Other languages
Chinese (zh)
Other versions
CN113687252B (en
Inventor
王友伟
邢国华
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Guangdong Pow Tech New Power Co ltd
Original Assignee
Guangdong Pow Tech New Power Co ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Guangdong Pow Tech New Power Co ltd filed Critical Guangdong Pow Tech New Power Co ltd
Priority to CN202111088972.7A priority Critical patent/CN113687252B/en
Publication of CN113687252A publication Critical patent/CN113687252A/en
Application granted granted Critical
Publication of CN113687252B publication Critical patent/CN113687252B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • 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]
    • G01R31/385Arrangements for measuring battery or accumulator variables
    • G01R31/387Determining ampere-hour charge capacity or SoC
    • G01R31/388Determining ampere-hour charge capacity or SoC involving voltage measurements
    • 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]
    • G01R31/3644Constructional arrangements
    • G01R31/3648Constructional arrangements comprising digital calculation means, e.g. for performing an algorithm
    • 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]
    • G01R31/396Acquisition or processing of data for testing or for monitoring individual cells or groups of cells within a battery
    • 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

Landscapes

  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Tests Of Electric Status Of Batteries (AREA)
  • Secondary Cells (AREA)
  • Charge And Discharge Circuits For Batteries Or The Like (AREA)

Abstract

The invention discloses a method for measuring battery capacity, which comprises the following steps: acquiring no-load voltage data of a battery; calculating initial battery capacity percentage SOC according to the no-load voltage of the battery, and acquiring a voltage value corresponding to the battery capacity percentage SOC; acquiring a battery voltage drop rate Vj; and acquiring a battery capacity percentage reduction rate SOCJ according to the acquired battery voltage reduction rate Vj to acquire a battery real-time capacity SOC display. The method for obtaining the battery no-load voltage data, the battery voltage reduction rate algorithm and the battery capacity percentage reduction rate can reasonably solve the corresponding voltage relation of the battery capacity and the corresponding relation between the terminal discharge and the battery capacity percentage data, can accurately calculate and display the battery capacity, and avoids the problems of early shutdown of the battery and inaccurate capacity caused by switching of high and low temperature application environments due to the inaccurate battery capacity.

Description

Method for measuring battery capacity
Technical Field
The invention relates to the technical field of power batteries, in particular to a method for measuring battery capacity.
Background
With the development of science and technology, power lithium batteries are widely applied to electric vehicles, electric tools, electronic digital products and the like, and it is very important to know the battery capacity in order to ensure that the electric products can normally operate. Therefore, how to accurately calculate and display the battery capacity, and avoid the problems of early shutdown of the battery caused by the inaccurate battery capacity and inaccurate capacity caused by switching of high and low temperature application environments become problems to be solved by those skilled in the art.
Disclosure of Invention
In order to solve the above technical problems, an object of the present invention is to provide a method for measuring battery capacity, which is used for accurately calculating and displaying real-time battery capacity.
The invention provides a method for measuring battery capacity, which comprises the following steps:
acquiring no-load voltage data of a battery;
calculating initial battery capacity percentage SOC according to the no-load voltage of the battery, and acquiring a voltage value corresponding to the battery capacity percentage SOC;
acquiring a battery voltage drop rate Vj;
obtaining a battery capacity percentage reduction rate SOCJ according to the obtained battery voltage reduction rate Vj;
and obtaining real-time battery capacity percentage SOC display according to the acquired battery capacity percentage descending rate SOCJ.
Further, the acquiring of the battery no-load voltage data specifically includes:
and (3) adopting lithium battery discharge test equipment or adopting a universal meter to test, and recording the no-load voltage of the battery.
Further, the calculating the initial battery capacity percentage SOC according to the battery no-load voltage and obtaining a voltage value corresponding to the battery capacity percentage SOC specifically include:
discharging at the current of 0.05C of the battery pack capacity, recording the battery current and the battery voltage at the time interval of 1S, and then finding out voltage data corresponding to the battery capacity percentage SOC according to the integral PT of the current to the time.
Further, the battery capacity percentage SOC is expressed in 0%, 1%, 2%... 100%; voltage values corresponding to the battery capacity percentage SOC are represented as V0, V1, and V2.
Further, the obtaining of the battery voltage drop rate Vj specifically includes:
defining the battery emptying voltage as UV, collecting the current battery current, determining that the battery is in the discharging process, starting to record the battery voltage as VB0 at an interval of 5S, and collecting and recording the battery voltage as VB 1; the battery voltage drop rate Vj is calculated using the following equation:
the battery voltage drop rate (Vj) — (VB0-VB1)/((VB0-UV) × 5)/sec.
Further, the battery capacity percentage decrease rate SOCJ is obtained according to the obtained battery voltage decrease rate Vj, and the following formula is specifically adopted:
battery capacity percentage decrease ratio (SOCJ) — battery capacity percentage Vj/sec.
Further, the acquiring of the real-time capacity SOC display of the battery specifically adopts the following formula:
the real-time battery capacity percentage SOC is (SOC- (SOC × SOCJ))/second.
The invention has the beneficial effects that: the embodiment of the invention provides a method for measuring battery capacity, which comprises the following steps: acquiring no-load voltage data of a battery; calculating initial battery capacity percentage SOC according to the no-load voltage of the battery, and acquiring a voltage value corresponding to the battery capacity percentage SOC; acquiring a battery voltage drop rate Vj; and acquiring a battery capacity percentage reduction rate SOCJ according to the acquired battery voltage reduction rate Vj to acquire a real-time battery capacity SOC display. The method for obtaining the battery no-load voltage data, the battery voltage reduction rate algorithm and the battery capacity percentage reduction rate can reasonably solve the corresponding voltage relation of the battery capacity and the corresponding relation between the terminal discharge and the battery capacity percentage data, can accurately calculate and display the battery capacity, and avoids the problems of early shutdown of the battery and inaccurate capacity caused by switching of high and low temperature application environments due to the inaccurate battery capacity.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings needed to be used in the description of the embodiments or the prior art will be briefly described below, and it is obvious that the drawings in the following description are only some embodiments of the present invention, and it is obvious for those skilled in the art that other drawings can be obtained based on the drawings without inventive exercise.
FIG. 1 is a flow chart of the steps of a method of measuring battery capacity;
fig. 2 is a graph of percentage capacity corresponding to a battery voltage during discharge according to a method of measuring a battery capacity.
Detailed Description
The embodiment of the invention provides a method for measuring battery capacity, which is used for accurately calculating and displaying the battery capacity.
In order to make the objects, features and advantages of the present invention more obvious and understandable, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present invention, and it is obvious that the embodiments described below are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
The technical scheme of the invention is further explained by the specific implementation mode in combination with the attached drawings.
Example (b):
referring to fig. 1, fig. 1 is a flowchart illustrating a method for measuring battery capacity, including the following steps:
step 101: acquiring no-load voltage data of a battery;
specifically, the no-load voltage data of the battery is obtained through the test equipment.
Step 102: calculating initial battery capacity percentage SOC according to the no-load voltage of the battery, and acquiring a voltage value corresponding to the battery capacity percentage SOC;
specifically, an initial battery capacity percentage SOC is calculated, and a voltage value corresponding to the battery capacity percentage SOC is obtained.
Step 103: acquiring a battery voltage drop rate Vj;
specifically, defining the battery emptying voltage as UV, collecting the current battery current, confirming that the battery is in the discharging process, starting to record the battery voltage as VB0 at an interval of 5S, and collecting and recording the battery voltage as VB 1. The battery voltage drop rate (Vj) — (VB0-VB1)/((VB0-UV) × 5)/second.
Step 104: obtaining a battery capacity percentage reduction rate SOCJ according to the obtained battery voltage reduction rate Vj;
specifically, the battery capacity percentage decrease ratio (SOCJ) — the current capacity percentage Vj/sec.
Step 105: and obtaining real-time battery capacity percentage SOC display according to the acquired battery capacity percentage descending rate SOCJ.
Specifically, the real-time capacity SOC display of the battery is obtained through an algorithm.
Further, the acquiring of the battery no-load voltage data specifically includes:
and (3) adopting lithium battery discharge test equipment or adopting a universal meter to test, and recording the no-load voltage of the battery.
Further, the calculating the initial battery capacity percentage SOC according to the battery no-load voltage and obtaining a voltage value corresponding to the battery capacity percentage SOC specifically include:
discharging at the current of 0.05C of the battery pack capacity, recording the battery current and the battery voltage at the time interval of 1S, and then finding out voltage data corresponding to the battery capacity percentage SOC according to the integral PT of the current to the time.
Further, the battery capacity percentage SOC is expressed in 0%, 1%, 2%... 100%; voltage values corresponding to the battery capacity percentage SOC are represented as V0, V1, and V2.
Further, the obtaining of the battery voltage drop rate Vj specifically includes:
defining the battery emptying voltage as UV, collecting the current battery current, confirming that the battery is in the discharging process, starting to record the battery voltage as VB0, performing interval 5S, collecting and recording the battery voltage as VB1, and calculating the battery voltage reduction rate Vj by adopting the following formula:
the battery voltage drop rate (Vj) — (VB0-VB1)/((VB0-UV) × 5)/sec.
Further, the battery capacity percentage decrease rate SOCJ is obtained according to the obtained battery voltage decrease rate Vj, and the following formula is specifically adopted:
battery capacity percentage decrease ratio (SOCJ) — battery capacity percentage Vj/sec.
Further, the acquiring of the real-time capacity SOC display of the battery specifically adopts the following formula:
the battery implementation capacity SOC indicates (SOC- (SOC · SOCJ))/second.
The working principle is as follows: battery voltage drop rate algorithm: defining the battery emptying voltage as UV, collecting the current battery current, confirming that the battery is in the discharging process, starting to record the battery voltage as VB0 at an interval of 5S, and collecting and recording the battery voltage as VB 1. Battery voltage drop rate (Vj) — (VB0-VB1)/((VB0-UV) × 5)/second; battery capacity percentage decrease rate algorithm: battery capacity percentage decrease ratio (SOCJ) ═ current capacity percentage Vj/sec. The method of the invention can obtain the no-load voltage data of the battery, the voltage drop rate algorithm of the battery and the percentage drop rate of the battery capacity, can reasonably solve the corresponding voltage relation of the battery capacity and the corresponding relation between the terminal discharge and the percentage data of the battery capacity, and can accurately calculate and display the battery capacity.
In addition, fig. 2 is a graph of the battery capacity percentage corresponding to the battery voltage during the actual discharging process of the method for measuring the battery capacity according to the present invention, and it can be seen from fig. 2 that the battery capacity percentage is tracked and adjusted in real time to decrease the rate around the voltage rate of the discharged battery, and the actual battery capacity percentage is fed back relatively truly.
In summary, an embodiment of the present invention provides a method for measuring battery capacity, including the following steps: acquiring no-load voltage data of a battery; calculating initial battery capacity percentage SOC according to the no-load voltage of the battery, and acquiring a voltage value corresponding to the battery capacity percentage SOC; acquiring a battery voltage drop rate Vj; and acquiring a battery capacity percentage reduction rate SOCJ according to the acquired battery voltage reduction rate Vj to acquire a battery real-time capacity SOC display. The method for obtaining the battery no-load voltage data, the battery voltage reduction rate algorithm and the battery capacity percentage reduction rate can reasonably solve the corresponding voltage relation of the battery capacity and the corresponding relation between the terminal discharge and the battery capacity percentage data, can accurately calculate and display the battery capacity, and avoids the problems of early shutdown of the battery and inaccurate capacity caused by switching of high and low temperature application environments due to the inaccurate battery capacity.
The above-mentioned embodiments are only used for illustrating the technical solutions of the present invention, and not for limiting the same; although the present invention has been described in detail with reference to the foregoing embodiments, it will be understood by those of ordinary skill in the art that: the technical solutions described in the foregoing embodiments may still be modified, or some technical features may be equivalently replaced; and such modifications or substitutions do not depart from the spirit and scope of the corresponding technical solutions of the embodiments of the present invention.

Claims (7)

1. A method for measuring battery capacity is characterized by comprising the following steps:
acquiring no-load voltage data of a battery;
calculating initial battery capacity percentage SOC according to the no-load voltage of the battery, and acquiring a voltage value corresponding to the battery capacity percentage SOC;
acquiring a battery voltage drop rate Vj;
obtaining a battery capacity percentage reduction rate SOCJ according to the obtained battery voltage reduction rate Vj;
and obtaining real-time battery capacity percentage SOC display according to the acquired battery capacity percentage descending rate SOCJ.
2. The method for measuring battery capacity according to claim 1, wherein the obtaining of battery no-load voltage data specifically includes:
and (3) adopting lithium battery discharge test equipment or adopting a universal meter to test, and recording the no-load voltage of the battery.
3. The method for measuring battery capacity according to claim 1, wherein the calculating an initial battery capacity percentage SOC according to a no-load voltage of the battery and obtaining a voltage value corresponding to the battery capacity percentage SOC specifically includes:
discharging at the current of 0.05C of the battery pack capacity, recording the battery current and the battery voltage at the time interval of 1S, and then finding out voltage data corresponding to the battery capacity percentage SOC according to the integral PT of the current to the time.
4. The method of measuring battery capacity according to claim 1, wherein the battery capacity percentage SOC is expressed in 0%, 1%, 2%... 100%; voltage values corresponding to the battery capacity percentage SOC are represented as V0, V1, and V2.
5. The method for measuring battery capacity according to claim 1, wherein the obtaining of the battery voltage drop rate Vj specifically includes:
defining the battery emptying voltage as UV, collecting the current battery current, determining that the battery is in the discharging process, starting to record the battery voltage as VB0 at an interval of 5S, and collecting and recording the battery voltage as VB 1; the battery voltage drop rate Vj is calculated using the following equation:
the battery voltage drop rate (Vj) — (VB0-VB1)/((VB0-UV) × 5)/sec.
6. The method for measuring battery capacity according to claim 1, wherein the percentage battery capacity decrease rate SOCJ is obtained according to the obtained battery voltage decrease rate Vj, and the following formula is specifically adopted:
battery capacity percentage decrease ratio (SOCJ) — battery capacity percentage Vj/sec.
7. The method for measuring battery capacity according to claim 1, wherein the obtaining of the real-time battery capacity SOC display specifically uses the following formula:
the real-time battery capacity percentage SOC is (SOC- (SOC × SOCJ))/second.
CN202111088972.7A 2021-09-16 2021-09-16 Method for measuring battery capacity Active CN113687252B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202111088972.7A CN113687252B (en) 2021-09-16 2021-09-16 Method for measuring battery capacity

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202111088972.7A CN113687252B (en) 2021-09-16 2021-09-16 Method for measuring battery capacity

Publications (2)

Publication Number Publication Date
CN113687252A true CN113687252A (en) 2021-11-23
CN113687252B CN113687252B (en) 2023-12-29

Family

ID=78586567

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202111088972.7A Active CN113687252B (en) 2021-09-16 2021-09-16 Method for measuring battery capacity

Country Status (1)

Country Link
CN (1) CN113687252B (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114814616A (en) * 2022-05-06 2022-07-29 广东力科新能源有限公司 Rapid detection method and rapid detection system for battery capacity

Citations (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5808445A (en) * 1995-12-06 1998-09-15 The University Of Virginia Patent Foundation Method for monitoring remaining battery capacity
CN1415973A (en) * 2001-10-30 2003-05-07 雅马哈发动机株式会社 Bottery capacity control method and its device and capacity controller for battery of vehicle power
CN101975927A (en) * 2010-08-27 2011-02-16 华南师范大学 Method and system for estimating remaining available capacity of lithium ion power battery pack
CN102119338A (en) * 2008-08-08 2011-07-06 株式会社Lg化学 Apparatus and method for estimating state of health of battery based on battery voltage variation pattern
CN102645636A (en) * 2012-04-19 2012-08-22 北京优科利尔能源设备有限公司 Battery capacity detection method
KR20170007937A (en) * 2015-07-13 2017-01-23 주식회사 만도 Hybrid vehicle low battery soc estimating method
CN206281959U (en) * 2016-12-14 2017-06-27 广东力科新能源有限公司 A kind of voltage inner walkway mechanism of lithium battery
CN107843852A (en) * 2017-12-13 2018-03-27 中国船舶重工集团公司第七〇九研究所 It is a kind of to obtain off-line data to estimate the method for battery united state
CN109991555A (en) * 2019-04-18 2019-07-09 深圳市国新动力科技有限公司 A kind of tender correction method of the battery pack charging SOC and SOC that discharges
CN110501652A (en) * 2019-09-05 2019-11-26 上海毅信环保科技有限公司 A kind of retired lithium battery active volume fast evaluation method and assessment device
AU2020102165A4 (en) * 2020-09-08 2020-10-15 Nanjing Forestry University Measurement method of SOC variation and charging power conversion coefficient when charging power battery
CN112114265A (en) * 2019-06-19 2020-12-22 深圳君正时代集成电路有限公司 Method for obtaining battery capacity
JP2021110576A (en) * 2019-12-20 2021-08-02 國家中山科學研究院 Quick evaluation method of battery residual capacity
CN113359044A (en) * 2020-03-03 2021-09-07 鹤壁天海电子信息系统有限公司 Method, device and equipment for measuring residual capacity of battery

Patent Citations (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5808445A (en) * 1995-12-06 1998-09-15 The University Of Virginia Patent Foundation Method for monitoring remaining battery capacity
CN1415973A (en) * 2001-10-30 2003-05-07 雅马哈发动机株式会社 Bottery capacity control method and its device and capacity controller for battery of vehicle power
CN102119338A (en) * 2008-08-08 2011-07-06 株式会社Lg化学 Apparatus and method for estimating state of health of battery based on battery voltage variation pattern
CN101975927A (en) * 2010-08-27 2011-02-16 华南师范大学 Method and system for estimating remaining available capacity of lithium ion power battery pack
CN102645636A (en) * 2012-04-19 2012-08-22 北京优科利尔能源设备有限公司 Battery capacity detection method
KR20170007937A (en) * 2015-07-13 2017-01-23 주식회사 만도 Hybrid vehicle low battery soc estimating method
CN206281959U (en) * 2016-12-14 2017-06-27 广东力科新能源有限公司 A kind of voltage inner walkway mechanism of lithium battery
CN107843852A (en) * 2017-12-13 2018-03-27 中国船舶重工集团公司第七〇九研究所 It is a kind of to obtain off-line data to estimate the method for battery united state
CN109991555A (en) * 2019-04-18 2019-07-09 深圳市国新动力科技有限公司 A kind of tender correction method of the battery pack charging SOC and SOC that discharges
CN112114265A (en) * 2019-06-19 2020-12-22 深圳君正时代集成电路有限公司 Method for obtaining battery capacity
CN110501652A (en) * 2019-09-05 2019-11-26 上海毅信环保科技有限公司 A kind of retired lithium battery active volume fast evaluation method and assessment device
JP2021110576A (en) * 2019-12-20 2021-08-02 國家中山科學研究院 Quick evaluation method of battery residual capacity
CN113359044A (en) * 2020-03-03 2021-09-07 鹤壁天海电子信息系统有限公司 Method, device and equipment for measuring residual capacity of battery
AU2020102165A4 (en) * 2020-09-08 2020-10-15 Nanjing Forestry University Measurement method of SOC variation and charging power conversion coefficient when charging power battery

Non-Patent Citations (4)

* Cited by examiner, † Cited by third party
Title
RAMASUBRAMANIAN, SUVRAT: "Capacity Fade Estimation For Li-Ion Battery Packs", THE UNIVERSITY OF TEXAS AT DALLAS *
刘;: "基于改进型Thevenin模型的锂电池SOC估算研究", 现代机械, no. 03 *
李晓帆: "电动汽车锂离子电池SOC估计研究", 硕士电子期刊出版工程科技Ⅱ辑 *
江东;单薏;王德玉;: "干电池剩余电量检测研究", 电源技术, no. 05 *

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114814616A (en) * 2022-05-06 2022-07-29 广东力科新能源有限公司 Rapid detection method and rapid detection system for battery capacity

Also Published As

Publication number Publication date
CN113687252B (en) 2023-12-29

Similar Documents

Publication Publication Date Title
CN110386029B (en) Method for correcting SOC of lithium battery according to dynamic voltage
US10312699B2 (en) Method and system for estimating battery open cell voltage, state of charge, and state of health during operation of the battery
JP7289063B2 (en) Secondary battery residual performance evaluation method, secondary battery residual performance evaluation program, arithmetic device, and residual performance evaluation system
US7573237B2 (en) System and method for monitoring battery state
EP2980595A1 (en) Battery life estimation method and battery life estimation device
EP2851700B1 (en) Method and terminal for displaying capacity of battery
US20160069963A1 (en) Electricity storage device state inference method
CN104614679A (en) Method for measuring surplus capacity of curve-fitting type storage battery
JP2014149280A (en) Battery performance estimation method and battery performance estimation device
JPH03503936A (en) Charging status indication
JP6372490B2 (en) Storage device lifetime estimation device, lifetime estimation method, and storage system
CN106093782A (en) The least square method supporting vector machine SOC method of estimation of dynamic modeling
JP2020125968A (en) Battery degradation diagnosing device, battery degradation analysis circuit, and battery degradation diagnosing program
CN106610475A (en) SOH (State of Health) evaluation method of battery pack
CN116520164B (en) Lithium battery electricity metering management system and electricity metering management method
CN113687252A (en) Method for measuring battery capacity
CN114609530A (en) Method, device, equipment and medium for correcting battery state of charge
CN105738828A (en) Battery capacity accurate measurement method
JP3495139B2 (en) Battery remaining capacity measurement device
CN109828217A (en) The test device of battery dynamic electrochemical impedance spectroscopy
CN112014751A (en) SOC estimation method based on estimation of actual dischargeable capacity of lithium ion battery
TWI802317B (en) Battery management device, battery management method
TWI702412B (en) Residual power estimation method
JP2013253940A (en) Life estimating device and life estimating method for electricity storage element, and electricity storage system
CN107703451A (en) A kind of electric quantity of lithium battery intelligence estimation system and method

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant