CN106487066A - A kind of remote battery intelligent management system - Google Patents

A kind of remote battery intelligent management system Download PDF

Info

Publication number
CN106487066A
CN106487066A CN201611032350.1A CN201611032350A CN106487066A CN 106487066 A CN106487066 A CN 106487066A CN 201611032350 A CN201611032350 A CN 201611032350A CN 106487066 A CN106487066 A CN 106487066A
Authority
CN
China
Prior art keywords
data
battery
lithium battery
battery group
module
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.)
Pending
Application number
CN201611032350.1A
Other languages
Chinese (zh)
Inventor
王海帆
吴晋
黄翔
曾萍丹
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.)
Shenzhen Shen Qing new material Co., Ltd.
Original Assignee
Shenzhen Qing Ming 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 Shenzhen Qing Ming Technology Co Ltd filed Critical Shenzhen Qing Ming Technology Co Ltd
Priority to CN201611032350.1A priority Critical patent/CN106487066A/en
Publication of CN106487066A publication Critical patent/CN106487066A/en
Priority to PCT/CN2017/091981 priority patent/WO2018095039A1/en
Pending legal-status Critical Current

Links

Classifications

    • HELECTRICITY
    • H02GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02JCIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
    • H02J7/00Circuit arrangements for charging or depolarising batteries or for supplying loads from batteries
    • HELECTRICITY
    • H01ELECTRIC ELEMENTS
    • H01MPROCESSES OR MEANS, e.g. BATTERIES, FOR THE DIRECT CONVERSION OF CHEMICAL ENERGY INTO ELECTRICAL ENERGY
    • H01M10/00Secondary cells; Manufacture thereof
    • H01M10/42Methods or arrangements for servicing or maintenance of secondary cells or secondary half-cells
    • H01M10/425Structural combination with electronic components, e.g. electronic circuits integrated to the outside of the casing
    • H01M10/4257Smart batteries, e.g. electronic circuits inside the housing of the cells or batteries
    • 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

  • Engineering & Computer Science (AREA)
  • Power Engineering (AREA)
  • Charge And Discharge Circuits For Batteries Or The Like (AREA)
  • Secondary Cells (AREA)
  • Tests Of Electric Status Of Batteries (AREA)

Abstract

The present invention relates to a kind of remote battery intelligent management system, which includes:At least 2 battery bags, data analysis center and terminal monitorings, wherein, are provided with lithium battery group, battery management system BMS module, GPS communication module, 4G communication module in each battery bag;Wherein, BMS module is used for obtaining lithium battery group data, and lithium battery group is managed;GPS module is used for obtaining the geography information position data of lithium battery group, and 4G communication module is used for transmitting to data analysis center lithium battery group data and geography information position data by base station;Data analysis center is provided with DTC data test center, data storage center and high in the clouds artificial intelligence battery analysis center.The present invention can carry out real-time adjustment to the management strategy of battery management system BMS, control the discharge and recharge condition of lithium battery group so that battery security is increased substantially;By judging to the working condition of lithium battery group, reduce and link up cost after sale, improve lithium battery group utilization rate and repair rate.

Description

A kind of remote battery intelligent management system
Technical field
The present invention relates to electric energy storage system, microgrid energy administrative skill field, more particularly to a kind of remote battery intelligence Can management system.
Background technology
Traditional battery management system relies solely on battery bag and is internally embedded formula software and hardware system to itself managing and guarantor Shield, or battery operation data are preserved by built-in device such as SD cards, and not long-range for delivery a large amount of battery bags outside Real-time management ability.If battery bag goes wrong, need user to guarantee to keep in good repair to battery package vendor and feedback problem, and supply Business then needs to send someone to scene apparatus such as computer to be directly connected to battery bag acquisition data even because fault causes at all Obtain battery bag data.At present not before environment and occupation mode change, just to battery charging and discharging behavior and management system The scheme of pre- modification is carried out, this can reduce overall energy utilization rate and economic benefit.
Therefore, the intelligent management system that will design a kind of lithium battery energy storage battery module is needed badly, the geography according to residing for battery pack Positional information, carries out flexible intelligent charging and discharging strategy to which, can so improve the efficiency for charge-discharge of battery, reduces energy storage mould Block cost, lifts battery pack security, improves the overall energy and uses economic benefit.
Content of the invention
It is an object of the invention to, the above-mentioned technical problem for overcoming traditional battery management system to exist.
For achieving the above object, the invention provides a kind of remote battery intelligent management system, the system includes:At least 2 Individual battery bag, data analysis center and terminal monitoring;Wherein, lithium battery group, battery management system BMS mould are provided with battery bag Block, GPS communication module, 4G communication module;Wherein, BMS module is used for obtaining lithium battery group data, and above-mentioned lithium battery group is entered Line pipe is managed;Above-mentioned GPS module is used for obtaining the geography information position data of above-mentioned lithium battery group, above-mentioned geography information position data Including local height above sea level and longitude and latitude;Above-mentioned 4G communication module is used for above-mentioned lithium battery group data and geography information position data Transmitted to above-mentioned data analysis center by base station.
Above-mentioned data analysis center is provided with DTC data test center, data storage center and high in the clouds artificial intelligence battery analysis Center;Wherein, above-mentioned data storage center is used for storing above-mentioned lithium battery group data and geography information position data, and is counting According to the Cell Experimentation An data that test center tests;Above-mentioned high in the clouds artificial intelligence battery analysis center is used for depositing data storage center The data of storage are fitted with test center experimental data, are analyzed effectively and to battery protection and are improved battery utilization ratio Discharge and recharge strategy, and effectively battery information;Above-mentioned data analysis center is by base station by above-mentioned discharge and recharge strategy transmission to above-mentioned BMS module, above-mentioned BMS module redefine discharge and recharge strategy under environment according to above-mentioned discharge and recharge strategy;And effective battery is believed Breath is transferred to terminal monitoring.
Preferably, above-mentioned lithium battery group data include discharge and recharge data, battery modules temperature data, dump energy and cut-off One or more in voltage.
Preferably, the built-in GPS positioning system of above-mentioned BMS module, is positioned in real time by built-in GPS positioning system.
Preferably, pass through public 4G/Internet transmitted data on network between above-mentioned base station and above-mentioned data analysis center.
Preferably, above-mentioned 4G communication module is provided with fixing ID, and lithium battery group data that above-mentioned BMS module is obtained and Above-mentioned fixing ID is transmitted to base station.
The present invention can solve the problem that BMS module low memory problem, and during management battery bag data feedback is not in time The problems such as, and solve accident analysis and user after sale actively report problem for repairment;And improve mobile energy-storage module environment is fitted Ying Xing, extends the battery bag life-span, optimizes and improve efficiency of energy utilization.
Description of the drawings
Fig. 1 is a kind of remote battery intelligent management system structural representation provided in an embodiment of the present invention;
Fig. 2 is data analysis center structural representation shown in Fig. 1.
Specific embodiment
Purpose, technical scheme and advantage for making the embodiment of the present invention is clearer, below in conjunction with the embodiment of the present invention In accompanying drawing, the technical scheme in the embodiment of the present invention is clearly and completely described, it is clear that described embodiment is The a part of embodiment of the present invention, rather than whole embodiments.Based on the embodiment in the present invention, those of ordinary skill in the art The every other embodiment obtained under the premise of creative work is not made, belongs to the scope of protection of the invention.
For ease of the understanding to the embodiment of the present invention, it is further explained with specific embodiment below in conjunction with accompanying drawing Bright, embodiment does not constitute the restriction to the embodiment of the present invention.
Fig. 1 is a kind of hybrid battery control system architecture schematic diagram provided in an embodiment of the present invention.As shown in figure 1, this is remote Journey battery intelligent management system includes:Multiple battery bags, data analysis center, communication base station and terminal monitoring.Wherein, each electricity Lithium battery group, battery management system BMS module, GPS communication module, 4G communication module are provided with the bag of pond;Wherein, BMS module For obtaining lithium battery group data, and lithium battery group is managed;Above-mentioned lithium battery group data include discharge and recharge data, battery One or more data in module temperature data, dump energy and blanking voltage.GPS module is used for obtaining the ground of lithium battery group Reason information position data, geography information position data include the height above sea level of locality and latitude and longitude information;4G communication module be used for by State lithium battery group data and geography information position data is sent to communication base station.
It should be noted that BMS module is built-in with GPS positioning system, positioned by built-in GPS positioning system in real time.4G Communication module is provided with fixing ID, and the lithium battery group data of above-mentioned BMS module acquisition and above-mentioned fixing ID are transmitted to communication Base station.
Above-mentioned lithium battery group data and geography information position data are passed by communication base station by public 4G/Internet network Transport to data analysis center.Data analysis center is analyzed effectively according to above-mentioned lithium battery group data and geography information position data To battery protection and improve the discharge and recharge strategy of battery utilization ratio, and effectively battery information.Data analysis center passes through again Public 4G/Internet network will be analyzed effectively to battery protection and the discharge and recharge strategy of raising battery utilization ratio, and Effectively battery information is transmitted to communication base station.Communication base station is by above-mentioned discharge and recharge strategy transmission to BMS module, above-mentioned BMS module Discharge and recharge strategy under environment is redefined according to discharge and recharge strategy;And effective battery information is transferred to terminal monitoring.
Fig. 2 is the data analysis center structural representation shown in Fig. 1.As shown in Fig. 2 the data analysis center includes number According to test center 21, data storage center 22 and high in the clouds artificial intelligence battery analysis center 23.Wherein, above-mentioned data storage center 22 are used for storing above-mentioned lithium battery group data and geography information position data, and the battery reality that tests in DTC data test center 21 Test data;The data that high in the clouds artificial intelligence battery analysis center 23 is used for storing data storage center 22 are real with test center 21 Test data to be fitted, analyze effectively to battery protection and the discharge and recharge strategy of raising battery utilization ratio, and effectively electricity Pond information;Data analysis center by communication base station by above-mentioned discharge and recharge strategy transmission to BMS module, above-mentioned BMS module according to Above-mentioned discharge and recharge strategy redefines discharge and recharge strategy under environment;And effective battery information is transferred to terminal monitoring.
The embodiment of the present invention carries out real-time adjustment by the management strategy of hybrid battery control system, realizes state-of-charge SOC precision of prediction is up to 97%, and health status SOH precision of prediction is up to 90%.By to battery management system BMS modular program Modify, control discharge and recharge condition so that cycle life improves 20%.By to battery pack working environment and the course of work (the self discharge prediction at ambient of charge and discharge process, dump energy, dump energy) is monitored and is adjusted so that battery security is big Amplitude is improved.By judging to battery pack working condition, reduce and link up cost after sale, improve energy module utilization rate and repair Multiple rate.
The embodiment of the present invention by carrying out real-time adjustment, control lithium electricity to the management strategy of battery management system BMS module The discharge and recharge condition of pond group so that battery security is increased substantially;By judging to the working condition of lithium battery group, drop The low cost of communication after sale, improves lithium battery group utilization rate and repair rate.
Above a kind of battery bag provided by the present invention is described in detail, and in conjunction with specific embodiments to the present invention It is expanded on further, it must be pointed out that, the explanation of above example is not used in restriction and is only intended to help understand the present invention's Core concept, for those skilled in the art, under the premise without departing from the principles of the invention, to the present invention Any improvement for carrying out and the replacement scheme being equal to this product, are fallen within the protection domain of the claims in the present invention.

Claims (6)

1. a kind of remote battery intelligent management system, its feature include:At least 2 battery bag, data analysis center and terminal prisons Control, wherein,
Lithium battery group, battery management system BMS module, GPS communication module, 4G communication module is provided with the battery bag;Its In, the BMS module is used for obtaining the lithium battery group data, and the lithium battery group is managed;The GPS module is used In the geography information position data for obtaining the lithium battery group, the geography information position data includes the height above sea level of locality and longitude and latitude Degree;The 4G communication module is used for transmitting to the number lithium battery group data and geography information position data by base station According to analysis center;
The data analysis center is provided with DTC data test center, data storage center and high in the clouds artificial intelligence battery analysis The heart;Wherein, the data storage center is used for storing the lithium battery group data and geography information position data, and in data The Cell Experimentation An data of test center's test;The high in the clouds artificial intelligence battery analysis center is used for storing data storage center Data be fitted with test center experimental data, analyze effectively and to battery protection and improve battery utilization ratio and fill Electric discharge strategy, and effectively battery information;The data analysis center passes through base station by the discharge and recharge strategy transmission to the BMS Module, the BMS module redefine discharge and recharge strategy under environment according to the discharge and recharge strategy;And effective battery information is passed Defeated to terminal monitoring.
2. system according to claim 1, it is characterised in that the lithium battery group data include discharge and recharge data, battery One or more in module temperature data, dump energy and blanking voltage.
3. system according to claim 1, it is characterised in that the built-in GPS positioning system of the BMS module, by built-in GPS positioning system is positioned in real time.
4. system according to claim 1, it is characterised in that by public affairs between the base station and the data analysis center Common 4G/Internet transmitted data on network.
5. system according to claim 1, it is characterised in that the 4G communication module is provided with fixing ID, and will be described The lithium battery group data that BMS module is obtained and the fixing ID are transmitted to base station.
6. system according to claim 1, it is characterised in that by the BMS module monitors and record lithium battery group and exist One or more in charging and discharging curve in specific environment, blanking voltage dump energy and module temperature.
CN201611032350.1A 2016-11-22 2016-11-22 A kind of remote battery intelligent management system Pending CN106487066A (en)

Priority Applications (2)

Application Number Priority Date Filing Date Title
CN201611032350.1A CN106487066A (en) 2016-11-22 2016-11-22 A kind of remote battery intelligent management system
PCT/CN2017/091981 WO2018095039A1 (en) 2016-11-22 2017-07-06 Remote intelligent battery management system

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201611032350.1A CN106487066A (en) 2016-11-22 2016-11-22 A kind of remote battery intelligent management system

Publications (1)

Publication Number Publication Date
CN106487066A true CN106487066A (en) 2017-03-08

Family

ID=58273994

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201611032350.1A Pending CN106487066A (en) 2016-11-22 2016-11-22 A kind of remote battery intelligent management system

Country Status (2)

Country Link
CN (1) CN106487066A (en)
WO (1) WO2018095039A1 (en)

Cited By (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106972587A (en) * 2017-05-11 2017-07-21 上海容申智能科技有限公司 A kind of management system of intelligent battery
WO2018095039A1 (en) * 2016-11-22 2018-05-31 深圳市清深科技有限公司 Remote intelligent battery management system
CN110310039A (en) * 2019-07-02 2019-10-08 北斗航天信息网络技术有限公司 A kind of lithium battery Life cycle on-line optimization monitoring system and monitoring method
CN110361656A (en) * 2019-07-12 2019-10-22 深圳六滴科技有限公司 A kind of battery electric quantity remote Inspection and monitoring system
CN110361655A (en) * 2019-07-12 2019-10-22 深圳六滴科技有限公司 A kind of battery electric quantity remote detection monitoring method
CN112467837A (en) * 2020-11-20 2021-03-09 上海韧思能源科技有限公司 Power or energy storage battery maintenance equipment and maintenance method
CN112714156A (en) * 2020-12-18 2021-04-27 北京新能源汽车技术创新中心有限公司 Cloud BMS (battery management system) cooperative management method and system and vehicle

Families Citing this family (12)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2020091586A1 (en) * 2018-10-30 2020-05-07 Seerauber Automotive De México, S.A.P.I. De C.V. Lithium-ion smart battery
CN109687044A (en) * 2019-01-08 2019-04-26 安徽理士新能源发展有限公司 A kind of communication base station wisdom lithium-ions battery
CN109703387B (en) * 2019-02-22 2024-01-19 国成能源建设集团股份有限公司 Intelligent drawing type device of automobile lithium battery energy storage device
US11555858B2 (en) 2019-02-25 2023-01-17 Toyota Research Institute, Inc. Systems, methods, and storage media for predicting a discharge profile of a battery pack
CN111002868A (en) * 2019-11-07 2020-04-14 上海腾通信息科技有限公司 Intelligent hybrid controller for battery pack
FR3112900B1 (en) 2020-07-27 2022-07-29 Limatech Serial modular block (B l M o S e )
FR3112862B1 (en) 2020-07-27 2022-11-25 Limatech Semi-modular storage battery management system
WO2022053901A1 (en) 2020-09-09 2022-03-17 Accelerated Systems Inc. Methods and systems for operating battery packs
CN112331941B (en) * 2020-11-20 2024-01-05 中国科学技术大学 Cloud auxiliary battery management system and method
CN113538834A (en) * 2021-05-31 2021-10-22 安徽千航新能源科技有限公司 Real-time monitoring system for power lithium battery pack
CN114977416A (en) * 2022-06-14 2022-08-30 湖北亿纬动力有限公司 Battery management method, system and computer readable storage medium
CN117154831B (en) * 2023-11-01 2024-03-19 潍坊学院 Micro-grid management system and method

Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN202817806U (en) * 2012-07-18 2013-03-20 西安冠通数源电子有限公司 Remote control system for transmitting BMS battery management system state information data back
EP2679437A1 (en) * 2012-06-29 2014-01-01 O2 Micro, Inc. Method and system for regulating battery operation
CN103516003A (en) * 2012-06-29 2014-01-15 迈实电子(上海)有限公司 Method, system and device for adjusting working state of battery pack
CN104466274A (en) * 2014-10-20 2015-03-25 常州格力博有限公司 Remote battery management system based on GPRS
CN105207307A (en) * 2015-10-23 2015-12-30 小米科技有限责任公司 Battery intelligent control method and device, and terminal
CN105789716A (en) * 2016-03-03 2016-07-20 北京交通大学 Generalized battery management system
CN105904986A (en) * 2016-04-26 2016-08-31 深圳市德传技术有限公司 Remote battery management and detection method and system for new-energy vehicle

Family Cites Families (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102959418B (en) * 2010-06-24 2016-04-27 松下知识产权经营株式会社 Obtain the method and system of the impairment grade of battery
CN101950991A (en) * 2010-08-06 2011-01-19 王大地 Method for performing real-time monitoring and dynamic repairing on remote cell stack by remote sensing technology
CN102074978B (en) * 2010-10-27 2014-11-26 国家电网公司 Charging and replacing power station, charging and replacing control method and system and operation monitoring system
CN105225065A (en) * 2015-10-22 2016-01-06 哈尔滨巴特瑞资源再生科技有限公司 Based on serondary lithium battery supervisory system and the management method thereof of Electronic Health Record system
CN205280910U (en) * 2015-12-25 2016-06-01 惠州市蓝微新源技术有限公司 Group battery state remote monitering system
CN106487066A (en) * 2016-11-22 2017-03-08 深圳市清深科技有限公司 A kind of remote battery intelligent management system

Patent Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP2679437A1 (en) * 2012-06-29 2014-01-01 O2 Micro, Inc. Method and system for regulating battery operation
CN103516003A (en) * 2012-06-29 2014-01-15 迈实电子(上海)有限公司 Method, system and device for adjusting working state of battery pack
CN202817806U (en) * 2012-07-18 2013-03-20 西安冠通数源电子有限公司 Remote control system for transmitting BMS battery management system state information data back
CN104466274A (en) * 2014-10-20 2015-03-25 常州格力博有限公司 Remote battery management system based on GPRS
CN105207307A (en) * 2015-10-23 2015-12-30 小米科技有限责任公司 Battery intelligent control method and device, and terminal
CN105789716A (en) * 2016-03-03 2016-07-20 北京交通大学 Generalized battery management system
CN105904986A (en) * 2016-04-26 2016-08-31 深圳市德传技术有限公司 Remote battery management and detection method and system for new-energy vehicle

Cited By (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2018095039A1 (en) * 2016-11-22 2018-05-31 深圳市清深科技有限公司 Remote intelligent battery management system
CN106972587A (en) * 2017-05-11 2017-07-21 上海容申智能科技有限公司 A kind of management system of intelligent battery
CN106972587B (en) * 2017-05-11 2020-09-15 速珂智能科技(上海)有限公司 Management system of intelligent battery
CN110310039A (en) * 2019-07-02 2019-10-08 北斗航天信息网络技术有限公司 A kind of lithium battery Life cycle on-line optimization monitoring system and monitoring method
CN110361656A (en) * 2019-07-12 2019-10-22 深圳六滴科技有限公司 A kind of battery electric quantity remote Inspection and monitoring system
CN110361655A (en) * 2019-07-12 2019-10-22 深圳六滴科技有限公司 A kind of battery electric quantity remote detection monitoring method
CN112467837A (en) * 2020-11-20 2021-03-09 上海韧思能源科技有限公司 Power or energy storage battery maintenance equipment and maintenance method
CN112714156A (en) * 2020-12-18 2021-04-27 北京新能源汽车技术创新中心有限公司 Cloud BMS (battery management system) cooperative management method and system and vehicle

Also Published As

Publication number Publication date
WO2018095039A1 (en) 2018-05-31

Similar Documents

Publication Publication Date Title
CN106487066A (en) A kind of remote battery intelligent management system
US11084365B2 (en) Cloud storage-based system and method for electric vehicle battery exchange
CN102437601B (en) Autonomous charging system of cloud robot and method thereof
CN107563531A (en) Charging electric vehicle long-distance management system based on internet
CN105539177A (en) Internet of things-based intelligent charging pile for electric automobile
CN108116251A (en) A kind of electric vehicle reservation timing charging system and method
CN108695568B (en) Battery monitoring management system
CN105059130B (en) The electrokinetic cell repair system of electric automobile
CN103402217A (en) Base station antenna parameter processing system
CN104333081B (en) Online maintenance method of distributed power supply
CN107968468A (en) A kind of NFC intelligent batteries charging system and charging management method
CN107599882A (en) The pure electric vehicle for carrying management function shares electrokinetic cell and its shared system
CN110341541A (en) A kind of new-energy automobile battery management system and application method
CN102879747A (en) Battery information sensing system and method
CN105186049A (en) Intelligent management system and management method for battery pack
CN204190405U (en) A kind of movable type is automatically refuted and is connect charging vehicle device
CN105098865A (en) Mobile type automatic connection chargeable vehicle system
CN107390614A (en) A kind of charging pile communication intelligent management system
CN103699088B (en) A kind of base station oil engine dispatching management information system based on dynamic environment monitoring and method
CN207459796U (en) A kind of charging pile of intelligent control
CN210652753U (en) Store and trade electric formula new energy automobile and fill electric pile
CN103847536B (en) The Vehicular device of electric vehicle charging monitoring and method thereof
CN113890183B (en) Lithium battery energy storage management system and method thereof
CN102923012B (en) Battery information sensing system and method
CN114189835A (en) Intelligent driving big data transmission and exchange method and system for electric automobile

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
TA01 Transfer of patent application right
TA01 Transfer of patent application right

Effective date of registration: 20181106

Address after: 518055 room 2003, C2 tower, Nanshan Zhiyuan 1001, Taoyuan Road, Nanshan District, Shenzhen, Guangdong.

Applicant after: Shenzhen Shen Qing new material Co., Ltd.

Address before: 518052 Room 201, building A, 1 front Bay Road, Shenzhen Qianhai cooperation zone, Shenzhen, Guangdong

Applicant before: Shenzhen Qing Ming Technology Co., Ltd.

RJ01 Rejection of invention patent application after publication
RJ01 Rejection of invention patent application after publication

Application publication date: 20170308