CN118428928A - Intelligent monitoring method and system for inspection data of wind power generation equipment - Google Patents
Intelligent monitoring method and system for inspection data of wind power generation equipment Download PDFInfo
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- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02J—CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
- H02J13/00—Circuit arrangements for providing remote indication of network conditions, e.g. an instantaneous record of the open or closed condition of each circuitbreaker in the network; Circuit arrangements for providing remote control of switching means in a power distribution network, e.g. switching in and out of current consumers by using a pulse code signal carried by the network
- H02J13/00002—Circuit arrangements for providing remote indication of network conditions, e.g. an instantaneous record of the open or closed condition of each circuitbreaker in the network; Circuit arrangements for providing remote control of switching means in a power distribution network, e.g. switching in and out of current consumers by using a pulse code signal carried by the network characterised by monitoring
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06K—GRAPHICAL DATA READING; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
- G06K7/00—Methods or arrangements for sensing record carriers, e.g. for reading patterns
- G06K7/10—Methods or arrangements for sensing record carriers, e.g. for reading patterns by electromagnetic radiation, e.g. optical sensing; by corpuscular radiation
- G06K7/10544—Methods or arrangements for sensing record carriers, e.g. for reading patterns by electromagnetic radiation, e.g. optical sensing; by corpuscular radiation by scanning of the records by radiation in the optical part of the electromagnetic spectrum
- G06K7/10821—Methods or arrangements for sensing record carriers, e.g. for reading patterns by electromagnetic radiation, e.g. optical sensing; by corpuscular radiation by scanning of the records by radiation in the optical part of the electromagnetic spectrum further details of bar or optical code scanning devices
- G06K7/10861—Methods or arrangements for sensing record carriers, e.g. for reading patterns by electromagnetic radiation, e.g. optical sensing; by corpuscular radiation by scanning of the records by radiation in the optical part of the electromagnetic spectrum further details of bar or optical code scanning devices sensing of data fields affixed to objects or articles, e.g. coded labels
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- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02J—CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
- H02J13/00—Circuit arrangements for providing remote indication of network conditions, e.g. an instantaneous record of the open or closed condition of each circuitbreaker in the network; Circuit arrangements for providing remote control of switching means in a power distribution network, e.g. switching in and out of current consumers by using a pulse code signal carried by the network
- H02J13/00006—Circuit arrangements for providing remote indication of network conditions, e.g. an instantaneous record of the open or closed condition of each circuitbreaker in the network; Circuit arrangements for providing remote control of switching means in a power distribution network, e.g. switching in and out of current consumers by using a pulse code signal carried by the network characterised by information or instructions transport means between the monitoring, controlling or managing units and monitored, controlled or operated power network element or electrical equipment
- H02J13/00022—Circuit arrangements for providing remote indication of network conditions, e.g. an instantaneous record of the open or closed condition of each circuitbreaker in the network; Circuit arrangements for providing remote control of switching means in a power distribution network, e.g. switching in and out of current consumers by using a pulse code signal carried by the network characterised by information or instructions transport means between the monitoring, controlling or managing units and monitored, controlled or operated power network element or electrical equipment using wireless data transmission
- H02J13/00026—Circuit arrangements for providing remote indication of network conditions, e.g. an instantaneous record of the open or closed condition of each circuitbreaker in the network; Circuit arrangements for providing remote control of switching means in a power distribution network, e.g. switching in and out of current consumers by using a pulse code signal carried by the network characterised by information or instructions transport means between the monitoring, controlling or managing units and monitored, controlled or operated power network element or electrical equipment using wireless data transmission involving a local wireless network, e.g. Wi-Fi, ZigBee or Bluetooth
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Abstract
The invention is suitable for the technical field of equipment inspection, and provides an intelligent monitoring method and system for inspection data of wind power generation equipment, comprising the following steps: retrieving inspection task information; transmitting the patrol task information to a patrol personnel account, and determining radio frequency identification content and patrol time based on the patrol personnel account and the patrol task information, wherein each wind power generation device corresponds to one patrol time; determining an account number of a patrol personnel, patrol start time and patrol end time based on an RFID reader installed on the wind power generation equipment; receiving inspection data uploaded by an inspection personnel account, and checking the inspection time length and the filling time; and analyzing the inspection data, determining abnormal information and timely checking items, and sending the abnormal information to an account of an inspector so as to timely check and determine problems. Therefore, the inspection personnel can be guaranteed to carry out detailed inspection, and the inspection data uploading is timely and accurate, so that the finishing quality of inspection work is guaranteed as much as possible.
Description
Technical Field
The invention relates to the technical field of equipment inspection, in particular to an intelligent monitoring method and system for inspection data of wind power generation equipment.
Background
The wind energy is used as clean renewable energy, has the prospect of large-scale development and utilization, and has the outstanding advantages of safety, cleanliness, local material taking and inexhaustible use compared with other new energy. In order to ensure stable operation of the wind power generation equipment, daily overhaul and inspection work of the wind power generation equipment are one of important tasks of operation and maintenance of a wind power plant, an inspection plan can be prepared in advance in the prior art, and inspection personnel can carry out on-site inspection according to the inspection plan to check whether the wind power generation equipment is safely and stably operated. However, at present, it is difficult to monitor the inspection work of the inspection personnel well and to ensure the quality of the inspection work. Therefore, it is necessary to provide a method and a system for intelligently monitoring inspection data of wind power generation equipment, which aim to solve the problems.
Disclosure of Invention
Aiming at the defects existing in the prior art, the invention aims to provide an intelligent monitoring method and system for inspection data of wind power generation equipment, so as to solve the problems existing in the background art.
The invention discloses an intelligent monitoring method for inspection data of wind power generation equipment, which comprises the following steps:
The method comprises the steps of calling patrol task information, wherein the patrol task information comprises a plurality of wind power generation devices, and each wind power generation device corresponds to a patrol project;
Transmitting the patrol task information to a patrol personnel account, and determining radio frequency identification content and patrol time based on the patrol personnel account and the patrol task information, wherein each wind power generation device corresponds to one patrol time;
determining an account number of a patrol personnel, patrol start time and patrol end time based on an RFID reader installed on the wind power generation equipment;
receiving inspection data uploaded by an inspection personnel account, wherein the inspection data comprises an item value and uploading time, and checking inspection duration and filling time;
And analyzing the inspection data, determining abnormal information and timely checking items, and sending the abnormal information to an account of an inspector so as to timely check and determine problems.
As a further scheme of the invention: when the patrol personnel carry out patrol, the RFID electronic tags are worn, radio frequency identification content is recorded in the RFID electronic tags, each patrol personnel account corresponds to one radio frequency identification content, the RFID electronic tags are ultrahigh frequency electronic tags, and the action distance is 3-5 meters.
As a further scheme of the invention: the step of determining the radio frequency identification content and the patrol duration based on the patrol personnel account number and the patrol task information specifically comprises the following steps:
determining radio frequency identification content and a patrol personnel grade coefficient K according to the patrol personnel account;
Determining the standard duration T0 of each wind power generation device according to the inspection items in the inspection task information;
And determining the inspection time length T1 of each wind power generation device according to the inspection personnel grade coefficient K and the standard time length T0, wherein T1=K is equal to T0.
As a further scheme of the invention: the step of determining the inspection personnel account number, the inspection start time and the inspection end time based on the RFID reader installed on the wind power generation equipment specifically comprises the following steps:
When an RFID reader arranged on the wind power generation equipment performs wireless communication with the RFID electronic tag, reading radio frequency identification content in the RFID electronic tag, wherein the wind power generation equipment corresponds to the RFID reader one by one;
And determining whether an account number of a patrol personnel is corresponding to the radio frequency identification content, recording the starting time of wireless communication and the disconnection time of the wireless communication when the account number of the patrol personnel is corresponding to the radio frequency identification content, and determining the patrol starting time and the patrol ending time.
As a further scheme of the invention: the step of checking the inspection duration and the filling time specifically comprises the following steps:
retrieving patrol start time, patrol end time and patrol task information corresponding to the patrol personnel account of the patrol data;
determining actual patrol duration according to the patrol start time and the patrol end time, comparing the actual patrol duration with the corresponding patrol duration, and generating patrol duration checking information;
And judging whether the filling time is effective or not according to the uploading time of the inspection data and the corresponding inspection starting time and inspection ending time, and generating filling time checking information.
As a further scheme of the invention: the step of analyzing the inspection data, determining abnormal information and timely inspecting items specifically comprises the following steps:
Inputting the project numerical value in the inspection data and the corresponding inspection project into a project exception library for matching;
And outputting abnormal items and corresponding timely inspection items, wherein the abnormal library of the items comprises all inspection items, each inspection item is provided with a plurality of abnormal constant value ranges, and each abnormal constant value range is provided with the timely inspection item.
Another object of the present invention is to provide an intelligent monitoring system for inspection data of a wind power generation device, the system comprising:
the system comprises a patrol task information module, a patrol task information module and a control module, wherein the patrol task information module is used for calling patrol task information, the patrol task information comprises a plurality of wind power generation devices, and each wind power generation device corresponds to a patrol project;
The inspection duration determining module is used for sending the inspection task information to an inspection personnel account, and determining radio frequency identification content and inspection duration based on the inspection personnel account and the inspection task information, wherein each wind power generation device corresponds to one inspection duration;
The inspection information acquisition module is used for determining an inspection personnel account number, inspection starting time and inspection ending time based on an RFID reader installed on the wind power generation equipment;
the inspection data checking module is used for receiving inspection data uploaded by the inspection personnel account, wherein the inspection data comprises an item value and uploading time, and checking the inspection time and filling time;
the abnormal data checking module is used for analyzing the inspection data, determining abnormal information and timely checking items, and sending the abnormal information to the inspection personnel account number so as to timely check and determine problems.
As a further scheme of the invention: the patrol duration determining module comprises:
The grade coefficient determining unit is used for determining radio frequency identification content and a grade coefficient K of the patrol personnel according to the account number of the patrol personnel;
The standard duration determining unit is used for determining the standard duration T0 of each wind power generation device according to the inspection items in the inspection task information;
The inspection time length determining unit is used for determining the inspection time length T1 of each wind power generation device according to the inspection personnel grade coefficient K and the standard time length T0, wherein T1=KxT 0.
As a further scheme of the invention: the inspection information acquisition module comprises:
The system comprises a radio frequency content reading unit, a wind power generation device and a radio frequency identification unit, wherein the radio frequency content reading unit is used for reading radio frequency identification content in an RFID electronic tag when an RFID reader arranged on the wind power generation device and the RFID electronic tag are in wireless communication, and the wind power generation device corresponds to the RFID reader one by one;
And the patrol time recording unit is used for determining whether the corresponding patrol personnel account number is needed according to the radio frequency identification content, recording the starting time of wireless communication and the disconnection time of wireless communication when the corresponding patrol personnel account number is needed, and determining the patrol starting time and the patrol ending time.
As a further scheme of the invention: the inspection data checking module comprises:
The related information calling unit is used for calling the patrol start time, the patrol end time and the patrol task information corresponding to the patrol personnel account number of the patrol data;
The inspection duration checking unit is used for determining the actual inspection duration according to the inspection starting time and the inspection ending time, comparing the actual inspection duration with the corresponding inspection duration and generating inspection duration checking information;
And the filling time checking unit is used for judging whether the filling time is effective according to the uploading time of the inspection data, the corresponding inspection starting time and inspection ending time and generating filling time checking information.
Compared with the prior art, the invention has the beneficial effects that:
The invention can determine radio frequency identification content and patrol time based on the patrol personnel account number and patrol task information, and determine the patrol personnel account number, patrol start time and patrol end time based on the RFID reader installed on the wind power generation equipment; checking the patrol duration and the filling time by receiving patrol data uploaded by the patrol personnel account; and analyzing the inspection data, determining abnormal information and timely checking items, and sending the abnormal information to an account of an inspector so as to timely check and determine problems. The invention can ensure that the patrol personnel carry out detailed examination, and the patrol data uploading is timely and accurate, thereby ensuring the finishing quality of the patrol work as much as possible.
Drawings
Fig. 1 is a flowchart of a method for intelligently monitoring inspection data of a wind power generation device.
Fig. 2 is a flowchart for determining radio frequency identification content and patrol duration in an intelligent monitoring method for patrol data of wind power generation equipment.
Fig. 3 is a flowchart of information reading by an RFID reader in the intelligent monitoring method of the inspection data of the wind power generation equipment.
Fig. 4 is a flowchart of checking the inspection duration and the filling time in the intelligent monitoring method of the inspection data of the wind power generation equipment.
Fig. 5 is a flowchart of determining abnormal information and checking items in time in the intelligent monitoring method for the inspection data of the wind power generation equipment.
Fig. 6 is a schematic structural diagram of an intelligent monitoring system for inspection data of wind power generation equipment.
Detailed Description
In order to make the objects, technical solutions and advantages of the present invention more clear, the present invention will be described in further detail with reference to the accompanying drawings and specific embodiments. It should be understood that the specific embodiments described herein are for purposes of illustration only and are not intended to limit the scope of the invention.
Specific implementations of the invention are described in detail below in connection with specific embodiments.
As shown in fig. 1, the embodiment of the invention provides an intelligent monitoring method for inspection data of wind power generation equipment, which comprises the following steps:
S100, gathering inspection task information, wherein the inspection task information comprises a plurality of wind power generation devices, and each wind power generation device corresponds to an inspection project;
S200, sending the patrol task information to a patrol personnel account, and determining radio frequency identification content and patrol time based on the patrol personnel account and the patrol task information, wherein each wind power generation device corresponds to one patrol time;
S300, determining an account number of a patrol personnel, patrol start time and patrol end time based on an RFID reader installed on the wind power generation equipment;
S400, receiving inspection data uploaded by an inspection personnel account, wherein the inspection data comprises project values and uploading time, and checking inspection time and filling time;
S500, analyzing the inspection data, determining abnormal information and timely checking items, and sending the abnormal information to an inspection personnel account to timely check and determine problems.
In order to ensure stable operation of the wind power generation equipment, daily maintenance and inspection work of the wind power generation equipment are one of important tasks of operation and maintenance of a wind power plant, in the prior art, an inspection plan is prepared in advance, and inspection personnel conduct site inspection according to the inspection plan to check whether the wind power generation equipment is safe and stable to operate. However, at present, it is difficult to monitor the inspection work of the inspector well, and it is difficult to ensure the quality of the inspection work.
In the embodiment of the invention, the routing inspection task information formulated in advance is firstly called, the routing inspection task information comprises a plurality of wind power generation devices, each wind power generation device corresponds to a routing inspection project, and then the routing inspection task information is sent to an account number of a routing inspection person, so that routing inspection operation is facilitated for the routing inspection person. Meanwhile, according to the embodiment of the invention, radio frequency identification content and patrol time length can be automatically determined according to the patrol personnel account number and the patrol task information, so that each wind power generation device corresponds to one patrol time length, and it is required to say that when the patrol personnel carry out patrol, an RFID electronic tag is worn, preferably, the RFID electronic tag can be adhered on a reflective back, the radio frequency identification content is recorded in the RFID electronic tag, each patrol personnel account number corresponds to one radio frequency identification content, and the RFID electronic tag is an ultrahigh frequency electronic tag with the action distance of 3-5 meters. Therefore, when the patrol personnel approaches the wind power generation equipment, the RFID reader arranged on the wind power generation equipment can determine the account number of the patrol personnel, the patrol start time and the patrol end time. In addition, when the patrol personnel carry out patrol, the patrol personnel need to upload and submit patrol data in time, the patrol data comprises project values and uploading time, each patrol project corresponds to the project values and the uploading time, and then the embodiment of the invention can automatically check the patrol time and the filling time so as to ensure that the patrol personnel carry out careful examination, and the uploading of the patrol data is timely and accurate, so that the finishing quality of the patrol work is ensured as much as possible. Finally, the embodiment of the invention also analyzes the inspection data, determines abnormal information and timely inspection items, and sends the abnormal information to the inspection personnel account, so that the inspection personnel can timely inspect and determine the problem on site, and the problem solving efficiency is greatly improved.
As shown in fig. 2, as a preferred embodiment of the present invention, the step of determining the radio frequency identification content and the patrol task time based on the patrol personnel account number and the patrol task information specifically includes:
s201, determining radio frequency identification content and a patrol personnel grade coefficient K according to a patrol personnel account;
s202, determining the standard duration T0 of each wind power generation device according to the inspection items in the inspection task information;
And S203, determining the inspection time length T1 of each wind power generation device according to the inspection personnel grade coefficient K and the standard time length T0, wherein T1=K.times.T0.
In the embodiment of the invention, a personnel account information base and a patrol project time base are established in advance, wherein the personnel account information base comprises all personnel accounts, each personnel account corresponds to radio frequency identification content and a patrol personnel grade coefficient K, the patrol project time base comprises all patrol projects, and each patrol project corresponds to predicted patrol duration. Therefore, radio frequency identification content and a patrol personnel grade coefficient K can be automatically determined according to the patrol personnel account number, the standard duration T0 of each wind power generation device is determined according to the patrol project in the patrol task information, the standard duration T0 is obtained by accumulating a plurality of corresponding predicted patrol durations, and finally, the patrol duration of each wind power generation device is determined according to the patrol personnel grade coefficient and the standard duration, and the higher the grade of the patrol personnel is, the lower the corresponding grade coefficient is, the shorter the required patrol duration is.
As shown in fig. 3, as a preferred embodiment of the present invention, the steps of determining the number of the inspector, the inspection start time and the inspection end time based on the RFID reader installed on the wind power generation equipment specifically include:
S301, when an RFID reader arranged on the wind power generation equipment performs wireless communication with an RFID electronic tag, reading radio frequency identification content in the RFID electronic tag, wherein the wind power generation equipment corresponds to the RFID reader one by one;
S302, determining whether an account number of a patrol personnel is corresponding according to the radio frequency identification content, recording the starting time of wireless communication and the disconnection time of the wireless communication when the account number of the patrol personnel is corresponding, and determining the patrol starting time and the patrol ending time.
In the embodiment of the invention, each wind power generation device is provided with an RFID reader, and each RFID reader has own ID information. When the RFID reader arranged on the wind power generation equipment performs wireless communication with the RFID electronic tag, the condition that a worker arrives nearby is indicated, and the radio frequency identification content in the RFID electronic tag is read. And then determining whether an account number of the patrol personnel corresponds to the radio frequency identification content, and when the corresponding account number is appropriate, indicating that the patrol personnel is checking, recording the starting time of wireless communication, and recording the disconnection time of the wireless communication, so that the patrol starting time and the patrol ending time can be determined by oneself.
As shown in fig. 4, as a preferred embodiment of the present invention, the step of checking the patrol duration and the filling time specifically includes:
S401, retrieving patrol start time, patrol end time and patrol task information corresponding to the patrol personnel account of the patrol data;
S402, determining actual patrol duration according to patrol start time and patrol end time, and comparing the actual patrol duration with corresponding patrol duration to generate patrol duration check information;
S403, judging whether the filling time is valid or not according to the uploading time of the inspection data and the corresponding inspection starting time and inspection ending time, and generating filling time checking information.
In the embodiment of the invention, the inspection duration and the filling time of the project numerical value are checked, specifically, the inspection start time, the inspection end time and the inspection task information corresponding to the inspection personnel account for sending the inspection data are called, the corresponding inspection duration is determined according to the inspection task information, then the actual inspection duration is determined according to the inspection start time and the inspection end time, the actual inspection duration is compared with the corresponding inspection duration, inspection duration checking information is generated, the inspection duration checking information is used for reflecting whether the actual inspection duration meets basic requirements, for example, the basic requirements are that the actual inspection duration is longer than 90% of the inspection duration. Then, whether the filling time is valid or not is judged according to the uploading time of the inspection data and the corresponding inspection starting time and inspection ending time, and if and only if the uploading time of the inspection data is in the range of the inspection starting time and the inspection ending time, the filling time is valid.
As shown in fig. 5, as a preferred embodiment of the present invention, the steps of analyzing the inspection data, determining abnormal information and timely inspecting items specifically include:
s501, inputting the project numerical value in the inspection data and the corresponding inspection project into a project exception library for matching;
S502, outputting abnormal items and corresponding timely inspection items, wherein the abnormal library of the items comprises all inspection items, each inspection item is provided with a plurality of abnormal value ranges, and each abnormal value range is provided with the timely inspection item.
In the embodiment of the invention, an item exception library is established in advance, wherein the item exception library comprises all inspection items, each inspection item corresponds to a plurality of abnormal value ranges, and each abnormal value range corresponds to a timely inspection item. Therefore, the project numerical value in the inspection data and the corresponding inspection project are input into the project exception library for matching, the exception project and the corresponding timely inspection project are automatically determined, and then the timely inspection project is sent to the inspection personnel account.
As shown in fig. 6, the embodiment of the invention further provides an intelligent monitoring system for inspection data of wind power generation equipment, which comprises:
The inspection task information module 100 is configured to retrieve inspection task information, where the inspection task information includes a plurality of wind power generation devices, and each wind power generation device corresponds to an inspection project;
The inspection duration determining module 200 is configured to send inspection task information to an inspection personnel account, determine radio frequency identification content and inspection duration based on the inspection personnel account and the inspection task information, where each wind power generation device corresponds to one inspection duration;
The inspection information acquisition module 300 is used for determining an inspection personnel account number, inspection start time and inspection end time based on an RFID reader installed on the wind power generation equipment;
The inspection data checking module 400 is configured to receive inspection data uploaded by an account number of an inspector, where the inspection data includes an item value and an uploading time, and check an inspection duration and a filling time;
the abnormal data checking module 500 is configured to analyze the inspection data, determine abnormal information and timely check items, and send the abnormal information to an account of an inspector to timely check and determine a problem.
As a preferred embodiment of the present invention, the inspection duration determining module 200 includes:
The grade coefficient determining unit is used for determining radio frequency identification content and a grade coefficient K of the patrol personnel according to the account number of the patrol personnel;
The standard duration determining unit is used for determining the standard duration T0 of each wind power generation device according to the inspection items in the inspection task information;
The inspection time length determining unit is used for determining the inspection time length T1 of each wind power generation device according to the inspection personnel grade coefficient K and the standard time length T0, wherein T1=KxT 0.
As a preferred embodiment of the present invention, the inspection information collection module 300 includes:
The system comprises a radio frequency content reading unit, a wind power generation device and a radio frequency identification unit, wherein the radio frequency content reading unit is used for reading radio frequency identification content in an RFID electronic tag when an RFID reader arranged on the wind power generation device and the RFID electronic tag are in wireless communication, and the wind power generation device corresponds to the RFID reader one by one;
And the patrol time recording unit is used for determining whether the corresponding patrol personnel account number is needed according to the radio frequency identification content, recording the starting time of wireless communication and the disconnection time of wireless communication when the corresponding patrol personnel account number is needed, and determining the patrol starting time and the patrol ending time.
As a preferred embodiment of the present invention, the inspection data checking module 400 includes:
The related information calling unit is used for calling the patrol start time, the patrol end time and the patrol task information corresponding to the patrol personnel account number of the patrol data;
The inspection duration checking unit is used for determining the actual inspection duration according to the inspection starting time and the inspection ending time, comparing the actual inspection duration with the corresponding inspection duration and generating inspection duration checking information;
And the filling time checking unit is used for judging whether the filling time is effective according to the uploading time of the inspection data, the corresponding inspection starting time and inspection ending time and generating filling time checking information.
The foregoing description of the preferred embodiments of the present invention should not be taken as limiting the invention, but rather should be understood to cover all modifications, equivalents, and alternatives falling within the spirit and principles of the invention.
It should be understood that, although the steps in the flowcharts of the embodiments of the present invention are shown in order as indicated by the arrows, these steps are not necessarily performed in order as indicated by the arrows. The steps are not strictly limited to the order of execution unless explicitly recited herein, and the steps may be executed in other orders. Moreover, at least some of the steps in various embodiments may include multiple sub-steps or stages that are not necessarily performed at the same time, but may be performed at different times, nor do the order in which the sub-steps or stages are performed necessarily performed in sequence, but may be performed alternately or alternately with at least a portion of the sub-steps or stages of other steps or other steps.
Those skilled in the art will appreciate that all or part of the processes in the methods of the above embodiments may be implemented by a computer program for instructing relevant hardware, where the program may be stored in a non-volatile computer readable storage medium, and where the program, when executed, may include processes in the embodiments of the methods described above. Any reference to memory, storage, database, or other medium used in embodiments provided herein may include non-volatile and/or volatile memory. The nonvolatile memory can include Read Only Memory (ROM), programmable ROM (PROM), electrically Programmable ROM (EPROM), electrically Erasable Programmable ROM (EEPROM), or flash memory. Volatile memory can include Random Access Memory (RAM) or external cache memory. By way of illustration and not limitation, RAM is available in a variety of forms such as Static RAM (SRAM), dynamic RAM (DRAM), synchronous DRAM (SDRAM), double Data Rate SDRAM (DDRSDRAM), enhanced SDRAM (ESDRAM), synchronous link (SYNCHLINK) DRAM (SLDRAM), memory bus (Rambus) direct RAM (RDRAM), direct memory bus dynamic RAM (DRDRAM), and memory bus dynamic RAM (RDRAM), among others.
Other embodiments of the present disclosure will be apparent to those skilled in the art from consideration of the specification and practice of the disclosure. This application is intended to cover any adaptations, uses, or adaptations of the disclosure following, in general, the principles of the disclosure and including such departures from the present disclosure as come within known or customary practice within the art to which the disclosure pertains. It is intended that the specification and examples be considered as exemplary only, with a true scope and spirit of the disclosure being indicated by the following claims.
Claims (10)
1. The intelligent monitoring method for the inspection data of the wind power generation equipment is characterized by comprising the following steps of:
The method comprises the steps of calling patrol task information, wherein the patrol task information comprises a plurality of wind power generation devices, and each wind power generation device corresponds to a patrol project;
Transmitting the patrol task information to a patrol personnel account, and determining radio frequency identification content and patrol time based on the patrol personnel account and the patrol task information, wherein each wind power generation device corresponds to one patrol time;
determining an account number of a patrol personnel, patrol start time and patrol end time based on an RFID reader installed on the wind power generation equipment;
receiving inspection data uploaded by an inspection personnel account, wherein the inspection data comprises an item value and uploading time, and checking inspection duration and filling time;
And analyzing the inspection data, determining abnormal information and timely checking items, and sending the abnormal information to an account of an inspector so as to timely check and determine problems.
2. The intelligent monitoring method for the inspection data of the wind power generation equipment according to claim 1, wherein when an inspector performs inspection, the inspector wears an RFID electronic tag, radio frequency identification content is recorded in the RFID electronic tag, each inspector account corresponds to one radio frequency identification content, and the RFID electronic tag is an ultrahigh frequency electronic tag with a working distance of 3-5 meters.
3. The intelligent monitoring method for the inspection data of the wind power generation equipment according to claim 1, wherein the step of determining the radio frequency identification content and the inspection duration based on the inspection personnel account number and the inspection task information specifically comprises the following steps:
determining radio frequency identification content and a patrol personnel grade coefficient K according to the patrol personnel account;
Determining the standard duration T0 of each wind power generation device according to the inspection items in the inspection task information;
And determining the inspection time length T1 of each wind power generation device according to the inspection personnel grade coefficient K and the standard time length T0, wherein T1=K is equal to T0.
4. The intelligent monitoring method for the inspection data of the wind power generation equipment according to claim 1, wherein the step of determining the inspection personnel account number, the inspection start time and the inspection end time based on the RFID reader installed on the wind power generation equipment specifically comprises the following steps:
When an RFID reader arranged on the wind power generation equipment performs wireless communication with the RFID electronic tag, reading radio frequency identification content in the RFID electronic tag, wherein the wind power generation equipment corresponds to the RFID reader one by one;
And determining whether an account number of a patrol personnel is corresponding to the radio frequency identification content, recording the starting time of wireless communication and the disconnection time of the wireless communication when the account number of the patrol personnel is corresponding to the radio frequency identification content, and determining the patrol starting time and the patrol ending time.
5. The intelligent monitoring method for inspection data of wind power generation equipment according to claim 1, wherein the step of checking the inspection duration and the filling time specifically comprises the following steps:
retrieving patrol start time, patrol end time and patrol task information corresponding to the patrol personnel account of the patrol data;
determining actual patrol duration according to the patrol start time and the patrol end time, comparing the actual patrol duration with the corresponding patrol duration, and generating patrol duration checking information;
And judging whether the filling time is effective or not according to the uploading time of the inspection data and the corresponding inspection starting time and inspection ending time, and generating filling time checking information.
6. The intelligent monitoring method for inspection data of wind power generation equipment according to claim 1, wherein the steps of analyzing the inspection data, determining abnormal information and checking items in time specifically comprise:
Inputting the project numerical value in the inspection data and the corresponding inspection project into a project exception library for matching;
And outputting abnormal items and corresponding timely inspection items, wherein the abnormal library of the items comprises all inspection items, each inspection item is provided with a plurality of abnormal constant value ranges, and each abnormal constant value range is provided with the timely inspection item.
7. An intelligent monitoring system for inspection data of wind power generation equipment, which is characterized by comprising:
the system comprises a patrol task information module, a patrol task information module and a control module, wherein the patrol task information module is used for calling patrol task information, the patrol task information comprises a plurality of wind power generation devices, and each wind power generation device corresponds to a patrol project;
The inspection duration determining module is used for sending the inspection task information to an inspection personnel account, and determining radio frequency identification content and inspection duration based on the inspection personnel account and the inspection task information, wherein each wind power generation device corresponds to one inspection duration;
The inspection information acquisition module is used for determining an inspection personnel account number, inspection starting time and inspection ending time based on an RFID reader installed on the wind power generation equipment;
the inspection data checking module is used for receiving inspection data uploaded by the inspection personnel account, wherein the inspection data comprises an item value and uploading time, and checking the inspection time and filling time;
the abnormal data checking module is used for analyzing the inspection data, determining abnormal information and timely checking items, and sending the abnormal information to the inspection personnel account number so as to timely check and determine problems.
8. The intelligent monitoring system for inspection data of a wind power plant according to claim 7, wherein the inspection duration determining module comprises:
The grade coefficient determining unit is used for determining radio frequency identification content and a grade coefficient K of the patrol personnel according to the account number of the patrol personnel;
The standard duration determining unit is used for determining the standard duration T0 of each wind power generation device according to the inspection items in the inspection task information;
The inspection time length determining unit is used for determining the inspection time length T1 of each wind power generation device according to the inspection personnel grade coefficient K and the standard time length T0, wherein T1=KxT 0.
9. The intelligent monitoring system for inspection data of a wind power generation device according to claim 7, wherein the inspection information acquisition module comprises:
The system comprises a radio frequency content reading unit, a wind power generation device and a radio frequency identification unit, wherein the radio frequency content reading unit is used for reading radio frequency identification content in an RFID electronic tag when an RFID reader arranged on the wind power generation device and the RFID electronic tag are in wireless communication, and the wind power generation device corresponds to the RFID reader one by one;
And the patrol time recording unit is used for determining whether the corresponding patrol personnel account number is needed according to the radio frequency identification content, recording the starting time of wireless communication and the disconnection time of wireless communication when the corresponding patrol personnel account number is needed, and determining the patrol starting time and the patrol ending time.
10. The intelligent monitoring system for inspection data of a wind power plant according to claim 7, wherein the inspection data checking module comprises:
The related information calling unit is used for calling the patrol start time, the patrol end time and the patrol task information corresponding to the patrol personnel account number of the patrol data;
The inspection duration checking unit is used for determining the actual inspection duration according to the inspection starting time and the inspection ending time, comparing the actual inspection duration with the corresponding inspection duration and generating inspection duration checking information;
And the filling time checking unit is used for judging whether the filling time is effective according to the uploading time of the inspection data, the corresponding inspection starting time and inspection ending time and generating filling time checking information.
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