CN205674885U - A kind of battery detecting management system of electric automobile - Google Patents

A kind of battery detecting management system of electric automobile Download PDF

Info

Publication number
CN205674885U
CN205674885U CN201620547739.9U CN201620547739U CN205674885U CN 205674885 U CN205674885 U CN 205674885U CN 201620547739 U CN201620547739 U CN 201620547739U CN 205674885 U CN205674885 U CN 205674885U
Authority
CN
China
Prior art keywords
battery
thermal runaway
module
management system
detection unit
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.)
Withdrawn - After Issue
Application number
CN201620547739.9U
Other languages
Chinese (zh)
Inventor
张立磊
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.)
Yantai Chungway New Energy Technology Co Ltd
Original Assignee
Yantai Chungway New Energy Technology 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 Yantai Chungway New Energy Technology Co Ltd filed Critical Yantai Chungway New Energy Technology Co Ltd
Priority to CN201620547739.9U priority Critical patent/CN205674885U/en
Application granted granted Critical
Publication of CN205674885U publication Critical patent/CN205674885U/en
Withdrawn - After Issue legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Abstract

The utility model relates to electric automobile safe operation technical field, particularly relate to the battery detecting management system of a kind of electric automobile, it includes whole-control system and at least one battery case, described battery case is provided with many Battery packs, it is characterized in that, being additionally provided with battery detection unit and action executing device in described battery case, described battery detection unit is electrically connected by car load CAN with described whole-control system.Described battery detection unit includes data acquisition module, core cpu processing module, communication transmission module and performs device control module;Described data acquisition module includes the harvester of battery modules temperature, cell voltage electric current and battery modules ambient parameter.Provide the benefit that, on the basis of existing battery management system BMS layouts temperature sensing, the thermal runaway parameters such as the temperature value of detection battery ambient, gas concentration value, smokescope value and flame optical information, are conducive to accurately judging the developing stage of thermal runaway, improve the accuracy rate of thermal runaway detection.

Description

A kind of battery detecting management system of electric automobile
Technical field
The utility model relates to electric automobile safe operation technical field, particularly relates to the battery detecting of a kind of electric automobile Management system.
Background technology
Electric automobile is promoted as a kind of environmentally friendly vehicle, as battery pack reliable and secure of electric automobile new forms of energy It is then related to the success or failure of Development of Electric Vehicles.The safety issue of battery is concerning the person and property safety, electronic particularly at present Automobile is as the main carriers of battery, and once battery generation is on fire or blast easily causes casualties.Due to lithium battery capacity Little, a lithium battery motor-car can use hundreds of even thousands of pieces of lithium batteries, and it is more active to add lithium ion, even if static It is also possible to occur thermal runaway in the state of depositing, in security, be therefore difficult to control.The lifting of the cell safety of electric motor car It is a process, need at the materials such as electrode, barrier film, electrolyte and the design aspect such as resist technology, protection circuit in addition complete Kind, but from lithium battery itself solution or inadequate, in application how the monitor and detection of numerous battery and management be still one very Important problem.But at present, the method for raising electric automobile security is in addition to strengthening protection to battery pack, is difficult to there is essence Property technology occur.
At present, the unique tie between vehicle-mounted lithium-ion-power cell group and user be battery management system (BMS, Battery Management System), the Main Function of BMS is that the estimation state-of-charge of power battery pack, cell are equal The safety managements such as weighing apparatus discharge and recharge.But existing battery management system (BMS) is not enough to the management of thermal runaway, it is impossible to carry out battery pack Comprehensive thermal runaway detection.The battery detecting management system of i.e. existing electric automobile is deposited not enough both ways:
One is system row difference in terms of the unified management of battery pack;Two is ratio in terms of the thermal runaway state-detection to battery Slower or state confirmation is fuzzyyer:
In terms of to battery thermal runaway monitoring, BMS uses the method for temperature sensing of layouting.And automobile-used Li-ion batteries piles Interior cell quantity is many, relies on the method for detection of layouting can not realize that comprehensive thermal runaway detects.If do not arranged There is thermal runaway in the position of temperature sensor, BMS cannot find, so rate of failing to report is very high.It is attached to outside battery pack in addition, work as When the temperature sensor on surface detects battery " temperature significantly raises ", often too late, now thermal runaway has occurred and that simultaneously And it is uncontrollable.
In existing battery management system, typically in the following manner is realized that thermal runaway detects: by battery compartment electrode and Contact between temperature sensor detects, and in a battery bag of tens to hundreds of Zhi Danti battery core compositions, typically arranges Less than 8 temperature sensors.When its shortcoming is even only have a cell generation thermal runaway, it is also necessary to temperature is passed The battery location that sensor is arranged in all cells could detect, otherwise, if temperature sensor only arranges the very first time At one or several electrodes, keep off in the case of the thermal runaway of the cell generation of temperature sensor is only below Can be detected: i.e. have the substantial amounts of heat that be enough to arrive at temperature sensor to come out.Now, even if detection confirmation has heat Generation out of control, but have also been formed irremediable security threat, because under heat so, adjacent with thermal runaway battery Cell reached or exceed cause its cause thermal runaway ambient temperature condition, thermal runaway chain reaction has been formed, It is greatly likely to result in extremely swift and violent fire.Existing known system solves these by disposing as far as possible many temperature sensors Problem, but this can cause system cost prohibitively expensive, installs more complicated, and due to extremely numerous and diverse wire harness, this reduces again The reliability of battery pack and security.
Utility model content
The deficiency that the utility model exists for above-mentioned prior art, provides and a kind of detects accurate electric automobile Battery detecting management system.
The technical scheme that the utility model solves above-mentioned technical problem is as follows: the battery detecting management of a kind of electric automobile is System, including whole-control system VCU (Vehicle Control Unit) and at least one battery case, sets in described battery case Have many Battery packs, it is characterised in that described battery case is additionally provided with battery detection unit BMU (Battery Monitoring Unit) and action executing device, described battery detection unit BMU and described whole-control system VCU are by car load CAN electricity Connect.Described battery detection unit BMU is also connected with described action executing device to export enabling signal.
The beneficial effects of the utility model are: by described battery detection unit BMU, battery status information is transferred to institute State whole-control system VCU, make battery status and vehicle out of Memory such as intelligence instrument, Throttle Opening Control, signal light control etc. Integrative management, it is simple to human pilot is control operation.
On the basis of technique scheme, the utility model can also do following improvement.
Further, described battery case is provided with multiple, is equipped with battery detection unit BMU and action in each described battery case Perform device, also include battery management unit BCU (Battery Control Unit) and internal CAN, each described electricity Pond detector unit BMU is electrically connected with described battery management unit BCU by described internal CAN;
Described battery management unit BCU, for receiving the present battery thermal runaway parameter that battery detection unit BMU uploads, According to parameters comprehensive descision current thermal runaway state, send early warning signal, if reaching to start extinguishing device rank to battery Detector unit BMU is assigned and is manually booted the instruction of action executing device.
Use above-mentioned further scheme to provide the benefit that, for the relatively large vehicle of ratio, many Battery pack groups can be configured, Such as electronic bus, now set up the information to each battery case for the battery management unit BCU and collect management system can be made to heat Runaway condition reaction is faster, and management is more concentrated.
Further, described battery detection unit includes data acquisition module, core cpu processing module, communication transmission module And execution device control module;
Described data acquisition module is for gathering the current thermal runaway parameter of each detection node within battery case and passing Give described core cpu processing module;Described data acquisition module includes smokescope sensor, gas concentration sensor, temperature Degree sensor and flame sensor;
The gas of detection is mainly C0, also includes the gases such as O2, C02, C2H2, CH4.
There is the exact time of naked light in described flame sensor in being used for detecting battery case, be the suppression hand of later stage thermal runaway Section offer action foundation;
Described core cpu processing module, for receiving the current thermal runaway parameter of data acquisition module transmission, and to described Current thermal runaway parameter is analyzed processing to judge whether thermal runaway and monitoring thermal runaway process occur.
Smokescope that data acquisition module is collected by described core cpu processing module, gas concentration, flame information, Battery surface and environment temperature, cell voltage carry out data filtering analyzing and processing, get rid of environmental factor, heat through Algorithm Analysis The false alarm that the disturbing factors such as radiation cause, monitored over time battery thermal runaway state.Determined by fire defector and start fire extinguisher Best opportunity, it is to avoid thermal runaway chain reaction causes fire.
When described core cpu processing module judges that thermal runaway occurs in current region, to battery management unit BCU or car load Control system VCU sends thermal runaway warning message, action message and shows.
Described communication module is used for transmitting own health status, thermal runaway information, action message, and be used for receiving BMS or The order that VCU sends.
Described battery management unit also can communicate with automobile intelligent instrument, when core cpu processing module is judged to work as When thermal runaway occurs in forefoot area, notify driver by automobile intelligent instrument, send sound and light alarm prompting.
In addition, this battery management system also manually boots action executing apparatus function.When driver notes abnormalities, can Manually boot action executing device, VCU transmission is manually booted action executing device and instructs and send to core cpu processing module Perform.
Above-mentioned further scheme is used to provide the benefit that, at temperature value, the Current Voltage of battery of detection battery modules On the basis of information, merge battery modules ambient parameter (smog, gas, ambient temperature, flame information), be conducive to accurately Judge the developing stage of thermal runaway, particularly thermal runaway later stage, i.e. detection thermal runaway causes the exact time of burning, after being The suppression means offer action foundation of phase thermal runaway, improves the accuracy rate of thermal runaway detection.Neither miss an opportunity because of a delay, again not because of mistake Early start extinguishing device and cause damage.
Further, described communication transmission module is Zigbee wireless transport module, GPRS communication module, CAN interface module Or internetwork interface module.
Above-mentioned further scheme is used to provide the benefit that, it is simple to the thermal runaway signal in battery case to be transferred to automobile whole Vehicle controller (VCU) or battery management unit (BCU).
Further, described execution device control module, is used for receiving core cpu processing module signal, and to action executing Device sends voltage, electric current and/or frequency control signal, performs device for starting operation.
Use above-mentioned further scheme to provide the benefit that, perform device transmission enabling signal for giving timely.
Further, described action executing device, including extinguishing device and/or cooling device;
Described extinguishing device is for receiving the process signal that described core cpu processing module sends, and opens according to signal is suitable Dynamic extinguishing device;
Described cooling device, for receiving the process signal that described core cpu processing module sends, is used for controlling battery ring Border temperature.
Use above-mentioned further scheme to provide the benefit that, can take to process accordingly to arrange for different advanced warning grades Execute.
Further, the Intelligent Instrument electrically connecting with described CAN (Controller Area Network) data/address bus is also included Table.
Use above-mentioned further scheme to provide the benefit that, the duty of on-vehicle battery is shown on intelligence instrument.
Brief description
Fig. 1 is a kind of system architecture schematic diagram of the present utility model;
Fig. 2 is another kind of system architecture schematic diagram of the present utility model;
Fig. 3 is battery detection unit structural representation of the present utility model.
In Fig. 1 to Fig. 3, the 1st, battery detection unit BMU;2nd, device is performed;3rd, battery management unit BCU;4th, car load control System VCU processed;5th, intelligence instrument;6th, battery case.
Detailed description of the invention
Being described principle of the present utility model and feature below in conjunction with accompanying drawing, example is served only for explaining this practicality Novel, it is not intended to limit scope of the present utility model.
As shown in Fig. 1 to Fig. 3, the battery detecting management system of a kind of electric automobile, including whole-control system VCU and At least one battery case 6, is provided with many Battery packs, is additionally provided with battery detection unit BMU1 in described battery case in described battery case 6 And action executing device 2, described battery detection unit BMU1 is electrically connected by car load CAN with described whole-control system VCU4 Connect.
Described battery detection unit BMU is also connected with described action executing device to export enabling signal.
On how many new-energy automobiles, described battery case 6 is provided with multiple, is equipped with battery inspection in each described battery case 6 Surveying unit B MU1 and action executing device 2, also including battery management unit BCU3 and internal CAN, each described battery is examined Survey unit B MU1 to be electrically connected with described battery management unit BCU3 by described internal CAN;
Described battery management unit BCU3 is used for receiving the present battery thermal runaway parameter that battery detection unit BMU1 uploads, According to parameters comprehensive descision current thermal runaway state, send early warning signal, if reaching to start extinguishing device rank to battery Detector unit BMU1 is assigned and is manually booted the instruction of action executing device.
Described battery detection unit 1 includes data acquisition module, core cpu processing module, communication transmission module and execution Device control module;
Described data acquisition module 11 is for gathering the current thermal runaway parameter of each detection node within battery case simultaneously Send described core cpu processing module 12 to;
Described data acquisition module 11 includes battery modules temperature collecting device, cell voltage current collecting device and electricity Pond module ambient parameter harvester;
Here battery modules temperature collecting device refers to the temperature sensor being arranged in battery modules, generally at one Being provided with multiple battery modules in battery case, if each battery modules is then made up of dry plate cell, this temperature sensor is just It is arranged in battery modules;Described cell voltage current collecting device then come from existing battery management system to cell voltage Detecting element.
Described battery modules ambient parameter harvester includes that smokescope sensor, gas concentration sensor, temperature pass Sensor and flame sensor;
Described gas concentration the gas of acquisition testing can be mainly C0, also includes the gases such as O2, C02, C2H2, CH4.
There is the exact time of naked light in described flame sensor in being used for detecting battery case, be the suppression hand of later stage thermal runaway Section offer action foundation;
Described core cpu processing module 12, is used for receiving the current thermal runaway parameter of data acquisition module 11 transmission, and right Described current thermal runaway parameter is analyzed processing to judge whether thermal runaway and monitoring thermal runaway process occur.
Smokescope that data acquisition module 11 is collected by described core cpu processing module 12, gas concentration, flame letter Breath, battery surface and environment temperature, cell voltage current information carry out data filtering analyzing and processing, get rid of ring through Algorithm Analysis The false alarm that the disturbing factors such as border factor, heat radiation cause, monitored over time battery thermal runaway state.Determined by fire defector and open The best opportunity of dynamic fire extinguisher, it is to avoid thermal runaway chain reaction causes fire.
When described core cpu processing module 11 judges that thermal runaway occurs in current region, to battery management unit BCU or whole Vehicle control VCU sends thermal runaway warning message, action message and shows.
Described communication module 13 is used for transmitting own health status, thermal runaway information, action message, and is used for receiving BMS Or the order that VCU sends.
Described battery management unit 1 also can communicate with automobile intelligent instrument, when core cpu processing module is judged to work as When thermal runaway occurs in forefoot area, notify driver by automobile intelligent instrument, send sound and light alarm prompting.
In addition, this battery management system also manually boots action executing apparatus function.When driver notes abnormalities, can Manually boot action executing device, VCU transmission is manually booted action executing device and instructs and send to core cpu processing module Perform.
Described communication transmission module is Zigbee wireless transport module, GPRS communication module, CAN interface module or internet Interface module.
Described execution device control module, is used for receiving core cpu processing module signal, and sends to action executing device Voltage, electric current and/or frequency control signal, perform device for starting operation.
Described action executing device 2, including extinguishing device and/or cooling device;
Described extinguishing device is for receiving the process signal that described core cpu processing module sends, and opens according to signal is suitable Dynamic extinguishing device;
Described cooling device, for receiving the process signal that described core cpu processing module sends, is used for controlling battery ring Border temperature.
Also include the intelligence instrument electrically connecting with described CAN (Controller Area Network) data/address bus.
The system that the utility model provides also can be communicated by CAN network with intelligence instrument, for as described CPU When core processing module 12 judges that thermal runaway occurs in current region, carry out sound and light alarm prompting, notify driver in time.
The system that the utility model provides can be strengthened detecting battery thermal runaway, specifically includes following steps:
(1). the change of detection cell voltage;
(2). battery module temperature change in detection battery bag;
(3). the exporting change of detection Smoke Sensor;
(4). changed by control cell voltage change, module temperature, the parameter that also Smoke Sensor provides, analyze early Phase thermal runaway state;
(5). according to above-mentioned state analysis, the threshold value evaluating thermal runaway process is set, in order to foundation as a comparison.
The foregoing is only preferred embodiment of the present utility model, not in order to limit the utility model, all in this practicality Within novel spirit and principle, any modification, equivalent substitution and improvement etc. made, should be included in guarantor of the present utility model Within the scope of protecting.

Claims (7)

1. a battery detecting management system for electric automobile, including whole-control system VCU and at least one battery case, institute State and battery case is provided with many Battery packs, it is characterised in that described battery case is additionally provided with battery detection unit BMU and action executing Device, described battery detection unit BMU is electrically connected by car load CAN with described whole-control system VCU;Described battery is examined Survey unit B MU to be also connected with described action executing device to export enabling signal.
2. the battery detecting management system of electric automobile according to claim 1, it is characterised in that described battery case is provided with Multiple, each described battery case is equipped with battery detection unit BMU and action executing device, also includes battery management unit BCU and internal CAN, each described battery detection unit BMU is by described internal CAN and described battery management unit BCU electrically connects;
Described battery management unit BCU, for receiving the present battery thermal runaway parameter that each battery detection unit BMU uploads, According to parameters comprehensive descision current thermal runaway state, send early warning signal, if reaching to start extinguishing device rank to battery Detector unit BMU is assigned starting operation and is performed device instruction.
3. the battery detecting management system of electric automobile according to claim 1, it is characterised in that described battery detecting list Unit includes data acquisition module, core cpu processing module, communication transmission module and performs device control module;
Described data acquisition module is for gathering the current thermal runaway parameter of each detection node within battery case and sending to Described core cpu processing module;
Described data acquisition module includes battery modules temperature collecting device, cell voltage current collecting device and battery modules Ambient parameter harvester;
Described battery modules ambient parameter harvester includes smokescope sensor, gas concentration sensor, temperature sensor And flame sensor;
There is the exact time of naked light in described flame sensor in being used for detecting battery case, be that the suppression means of later stage thermal runaway carry For action foundation;
Described core cpu processing module, for receive data acquisition module transmission current thermal runaway parameter, and to described currently Thermal runaway parameter is analyzed processing to judge whether thermal runaway and monitoring thermal runaway process occur.
4. the battery detecting management system of electric automobile according to claim 1, it is characterised in that described communication transfer mould Block is Zigbee wireless transport module, GPRS communication module, CAN interface module or internetwork interface module.
5. the battery detecting management system of electric automobile according to claim 1, it is characterised in that described execution device control Molding block, is used for receiving core cpu processing module signal, and sends voltage, electric current and/or FREQUENCY CONTROL to action executing device Signal, performs device for starting operation.
6. battery detecting management system according to claim 5, it is characterised in that described action executing device, including go out Fire device and/or cooling device;
Described extinguishing device is for receiving the process signal that described core cpu processing module sends, and fits startup according to signal and go out Fire device;
Described cooling device, for receiving the process signal that described core cpu processing module sends, is used for controlling battery context temperature Degree.
7. battery detecting management system according to claim 1, it is characterised in that also include and described CAN data/address bus The intelligence instrument of electrical connection.
CN201620547739.9U 2016-06-07 2016-06-07 A kind of battery detecting management system of electric automobile Withdrawn - After Issue CN205674885U (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201620547739.9U CN205674885U (en) 2016-06-07 2016-06-07 A kind of battery detecting management system of electric automobile

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201620547739.9U CN205674885U (en) 2016-06-07 2016-06-07 A kind of battery detecting management system of electric automobile

Publications (1)

Publication Number Publication Date
CN205674885U true CN205674885U (en) 2016-11-09

Family

ID=57433987

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201620547739.9U Withdrawn - After Issue CN205674885U (en) 2016-06-07 2016-06-07 A kind of battery detecting management system of electric automobile

Country Status (1)

Country Link
CN (1) CN205674885U (en)

Cited By (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105904992A (en) * 2016-06-07 2016-08-31 烟台创为新能源科技有限公司 Electric vehicle battery monitoring and management system and monitoring method of batteries
CN106505268A (en) * 2016-11-29 2017-03-15 江苏鸿鹄电子科技有限公司 A kind of new-energy automobile power battery security system
CN107528367A (en) * 2017-08-31 2017-12-29 上海爱优威软件开发有限公司 A kind of charge protection method, charge protection device and charge protection system
CN108490367A (en) * 2018-05-28 2018-09-04 青岛美凯麟科技股份有限公司 Power battery automatic checkout system and method, cell safety judgement and method of disposal
WO2020019578A1 (en) * 2018-07-27 2020-01-30 清华大学 Battery fire early-warning system and method
CN110783650A (en) * 2019-11-11 2020-02-11 浙江华云信息科技有限公司 Energy storage battery box and monitoring module arrangement method thereof
CN113022378A (en) * 2021-03-01 2021-06-25 中国第一汽车股份有限公司 Temperature consistency prediction method, temperature consistency prediction device, prediction equipment and storage medium

Cited By (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105904992A (en) * 2016-06-07 2016-08-31 烟台创为新能源科技有限公司 Electric vehicle battery monitoring and management system and monitoring method of batteries
CN106505268A (en) * 2016-11-29 2017-03-15 江苏鸿鹄电子科技有限公司 A kind of new-energy automobile power battery security system
CN106505268B (en) * 2016-11-29 2024-01-09 江苏鸿鹄电子科技有限公司 New energy automobile power battery safety coefficient
CN107528367A (en) * 2017-08-31 2017-12-29 上海爱优威软件开发有限公司 A kind of charge protection method, charge protection device and charge protection system
CN108490367A (en) * 2018-05-28 2018-09-04 青岛美凯麟科技股份有限公司 Power battery automatic checkout system and method, cell safety judgement and method of disposal
WO2020019578A1 (en) * 2018-07-27 2020-01-30 清华大学 Battery fire early-warning system and method
CN110783650A (en) * 2019-11-11 2020-02-11 浙江华云信息科技有限公司 Energy storage battery box and monitoring module arrangement method thereof
CN113022378A (en) * 2021-03-01 2021-06-25 中国第一汽车股份有限公司 Temperature consistency prediction method, temperature consistency prediction device, prediction equipment and storage medium
CN113022378B (en) * 2021-03-01 2023-03-07 中国第一汽车股份有限公司 Temperature consistency prediction method, temperature consistency prediction device, prediction equipment and storage medium

Similar Documents

Publication Publication Date Title
CN205674885U (en) A kind of battery detecting management system of electric automobile
CN105904992B (en) A kind of the battery cell monitoring management system and its monitoring method of electric vehicle
CN111391668B (en) Battery thermal runaway early warning processing method, device, equipment and storage medium
CN110370984A (en) Power battery thermal runaway method for early warning
Yao et al. Fault detection of the connection of lithium-ion power batteries based on entropy for electric vehicles
Yu et al. Challenges and outlook for lithium-ion battery fault diagnosis methods from the laboratory to real world applications
CN108711893A (en) A kind of power battery thermal runaway early warning system and method
CN205680751U (en) A kind of battery thermal runaway detecting system
CN201781037U (en) Battery management system of electric automobile
CN110398699A (en) Power battery thermal runaway method for early warning combined of multi-sensor information
CN103057433B (en) The detection method of the cell of stack battery in electric automobile under duty
CN107611513A (en) A kind of method for monitoring lithium ion battery of electric automobile thermal runaway
WO2019053557A1 (en) Abnormality detection system for secondary cells and abnormality detection method for secondary cells
CN107757399A (en) A kind of battery management system with safety management
CN105620304B (en) Battery pack thermal run away monitoring device and electric automobile
CN105762432A (en) Detection method and device for eruptive burst state of battery module
WO2023036037A1 (en) Intelligent battery monitoring and early warning method and system based on multiple types and quantities of sensors
CN209071553U (en) Battery pack bulge detection device, battery management system, vehicle
CN113013514B (en) Thermal runaway gas-sensitive alarm device of vehicle-mounted lithium ion power battery and detection method thereof
CN110341541A (en) A kind of new-energy automobile battery management system and application method
CN108258340A (en) A kind of battery system with gas monitoring apparatus
Sun et al. Relative entropy based lithium-ion battery pack short circuit detection for electric vehicle
CN106696735A (en) Intelligent monitoring system based on vehicle-mounted lithium battery pack
Wu et al. Comprehensive early warning strategies based on consistency deviation of thermal–electrical characteristics for energy storage grid
CN106611884A (en) Battery management system for electric vehicle

Legal Events

Date Code Title Description
C14 Grant of patent or utility model
GR01 Patent grant
AV01 Patent right actively abandoned
AV01 Patent right actively abandoned

Granted publication date: 20161109

Effective date of abandoning: 20180824