CN103529396B - A kind of initial value of stage of charge of high-accuracy evaluation method - Google Patents

A kind of initial value of stage of charge of high-accuracy evaluation method Download PDF

Info

Publication number
CN103529396B
CN103529396B CN201310513301.XA CN201310513301A CN103529396B CN 103529396 B CN103529396 B CN 103529396B CN 201310513301 A CN201310513301 A CN 201310513301A CN 103529396 B CN103529396 B CN 103529396B
Authority
CN
China
Prior art keywords
charge
battery
soc
state
initial value
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.)
Active
Application number
CN201310513301.XA
Other languages
Chinese (zh)
Other versions
CN103529396A (en
Inventor
姚振辉
郑英
邓柯军
张后亮
苏岭
杨辉前
赵天林
张友群
周安健
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.)
Deep Blue Automotive Technology Co ltd
Original Assignee
Chongqing Changan Automobile Co Ltd
Chongqing Changan New Energy Automobile 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 Chongqing Changan Automobile Co Ltd, Chongqing Changan New Energy Automobile Co Ltd filed Critical Chongqing Changan Automobile Co Ltd
Priority to CN201310513301.XA priority Critical patent/CN103529396B/en
Publication of CN103529396A publication Critical patent/CN103529396A/en
Application granted granted Critical
Publication of CN103529396B publication Critical patent/CN103529396B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Landscapes

  • Secondary Cells (AREA)

Abstract

The present invention proposes a kind of initial value of stage of charge of high-accuracy evaluation method, belongs to automobile power cell technical field.This evaluation method comprises the following steps: first according to open-circuit voltage under different temperatures and SOC corresponding relation curve, and table look-up estimation open-circuit voltage state-of-charge SOCocv;Secondly according to the time of repose of battery, battery current voltage platform, battery bag temperature, three-dimensional lookup table obtains the initial state-of-charge that powers on.The initial state-of-charge of self-discharge characteristics correction finally according to battery.On the basis of the factors such as the inventive method open circuit voltage characteristic at different temperatures, battery standing time, self-discharge of battery characteristic, effectively reduce the state-of-charge estimation error that when estimation of ampere-hour integration method initial value is forbidden the accumulated error caused and stops, static current consumption causes, there is higher accuracy.This method is applicable to the SOC initial value estimation of battery cell, module, battery assembly.

Description

A kind of initial value of stage of charge of high-accuracy evaluation method
Technical field
The invention belongs to the lithium battery management system field of new-energy automobile, relate to charge states of lithium ion battery Evaluation method.
Background technology
Along with global climate progressively deteriorate, urban atmospheric pollution aggravation and petroleum resources consume excessively, automotive field Sight has been thrown on new-energy automobile by increasing people.Lithium ion battery has that volume is little, energy density is high, Storage life length, memory-less effect, high voltage and the premium properties such as self-discharge rate is low, be increasingly becoming new forms of energy vapour The winner of car electrokinetic cell.Therefore, how to make good use of battery and become battery and one crucial skill of integration field thereof Art, the most accurately monitors battery charge state (State of Charge, SOC), it has also become battery management system Or even electric automobile research difficult point and hot issue.Therefore SOC estimation precision and the practicality of SOC algorithm are improved There is the highest theory value and practical significance.
The most conventional SOC estimation method mainly has: ampere-hour integration method, open-circuit voltage method, neural network Deng.Wherein ampere-hour integration method is method the most general, simplest, but maximum the lacking of ampere-hour integration method in the application Point is: is chosen by initial SOC value and affects greatly, and initial value estimation is inaccurate, causes ampere-hour integration method SOC to estimate There is accumulated error, greatly reduce the applicability of ampere-hour integration method.
Summary of the invention
In view of this, the present invention provides a kind of initial value of stage of charge of high-accuracy evaluation method, with Realize high accuracy estimation initial SOC value, effectively reduce the accumulation that the estimation of ampere-hour integration method initial value is forbidden to cause The SOC estimation error that when error and parking, static current consumption causes, substantially increases being suitable for of ampere-hour integration method Property.
For solving above-mentioned technical problem, the technical solution used in the present invention is:
A kind of high-precision lithium battery state-of-charge initial value evaluation method, comprises the following steps:
1, corresponding with state-of-charge SOC (State of Charge) according to open-circuit voltage under lithium battery different temperatures Relation curve, table look-up estimation open-circuit voltage state-of-charge SOCocv, i.e. SOCocv=SOCocv (T, V);
2, according to the time of repose of lithium battery, first power on record magnitude of voltage, the relation of battery temperature looks into three-dimensional Coefficient table obtains the initial state-of-charge that powers on;
3, according to the initial state-of-charge of self-discharge characteristics correction of lithium battery.
Described open-circuit voltage state-of-charge SOCocv estimation particularly as follows:
OCV under different temperatures T (Open Circuit Voltage, OCV) and the pass of SOC is obtained by test System: SOCocv=SOCocv (T, V).
The described initial state-of-charge that powers on obtain particularly as follows: by battery bag stand front lower electricity storage state-of-charge with Open-circuit voltage state-of-charge weights and obtains the initial state-of-charge that powers on:
SOCInitial value=w*SOCLower electricity storage value+(1-w)*SOCocv。
Described w is the initial state-of-charge estimation weight that powers on, and this weight w is by battery standing time t, go up first Electrical measurement obtains magnitude of voltage V, battery bag temperature T three-dimensional lookup table obtains, and relational expression is w=w (t, V, T).
The initial state-of-charge of described correction is particularly as follows: SOCRevise initial value=η(w,V,T)*SOCInitial value, wherein η (w, V, T) is and weight w, voltage V, the three-dimensional lookup table that temperature T-phase is closed.Electricity is estimated in advance by great many of experiments The self discharge situation in pond, corrects initial state-of-charge by tabling look-up.
From above-mentioned technical scheme it can be seen that high-precision lithium battery state-of-charge initial value disclosed by the invention is estimated Calculation method consider open circuit voltage characteristic under different temperatures, battery standing time, self-discharge of battery characteristic etc. because of The element impact on state-of-charge estimation, effectively reduces the estimation of ampere-hour integration method initial value and is forbidden the accumulation caused to miss The SOC estimation error that when difference and parking, static current consumption causes, has higher accuracy.
This method is applicable to the SOC initial value estimation of battery cell, module, battery assembly.
Accompanying drawing explanation
In order to be illustrated more clearly that the embodiment of the present invention or technical scheme of the prior art, below will be to embodiment Or the required accompanying drawing used is briefly described in description of the prior art.
Fig. 1 is the high-precision lithium battery state-of-charge initial value evaluation method flow chart that the present invention proposes.
Detailed description of the invention
Below in conjunction with Figure of description, technical scheme is described in further detail.
As it is shown in figure 1, a kind of initial value of stage of charge of high-accuracy evaluation method, specifically include with Lower step:
S101, estimate according to open-circuit voltage under different temperatures and SOC (State of Charge, SOC) curve of tabling look-up Calculate open-circuit voltage state-of-charge SOC under different temperaturesocv
Concrete, by test obtain OCV under different temperatures T (Open Circuit Voltage, OCV) and The relation of SOC: SOCocv=SOCocv(T,V)。
S102, according to the time of repose of battery, power on and record magnitude of voltage, battery bag temperature, three-dimensional lookup table first Obtain the initial state-of-charge that powers on.
Specifically, front lower for battery bag standing electricity storage state-of-charge is weighted with open-circuit voltage state-of-charge on obtaining Initial state-of-charge: the SOC of electricityInitial value=w*SOCLower electricity storage value+(1-w)*SOCocv.The need that weight w is concrete are carried out greatly The test of amount, simulation analysis, set up battery standing time t, power on and record magnitude of voltage V, battery Bao Wen first The three-dimensional lookup table relational expression of degree T: w=w (t, V, T).
S103, consider battery self-discharge characteristics to initial state-of-charge correction.
Concrete, it is considered to self-discharge of battery characteristic is to initial state-of-charge correction: SOCRevise initial value=η(w,V,T)* SOCInitial value, wherein η (w, V, T) is and weight w, voltage V, the three-dimensional lookup table that temperature T-phase is closed.By greatly The self discharge situation of battery is estimated in amount experiment in advance, corrects initial state-of-charge by tabling look-up.
In the above-described embodiments, a kind of initial value of stage of charge of high-accuracy that the present invention uses is estimated Calculation method, with regard to battery charge state estimation influence factor considered open circuit voltage characteristic under different temperatures, Battery standing time, self-discharge of battery characteristic, thus efficiently reduce ampere-hour integration accumulated error to SOC The impact of initial value, makes SOC estimation initial value more accurate.

Claims (3)

1. an initial value of stage of charge of high-accuracy evaluation method, it is characterised in that said method comprising the steps of:
(1) according to open-circuit voltage under different temperatures and SOC corresponding relation curve, open-circuit voltage state-of-charge SOC under estimation different temperatures of tabling look-upocv
(2) according to the time of repose of battery, powering on and record magnitude of voltage V, battery bag temperature T first, three-dimensional lookup table obtains the initial state-of-charge that powers on;The described initial state-of-charge that powers on specifically obtain for: battery bag is stood front lower electricity storage state-of-charge and open-circuit voltage state-of-charge weighting and obtains initial state-of-charge: the SOC that powers onInitial value=w*SOCLower electricity storage value+(1-w) *SOCocv
W is the initial state-of-charge estimation weight that powers on;
(3) according to the initial state-of-charge of self-discharge characteristics correction of battery: consider that self-discharge of battery characteristic is to initial state-of-charge correction: SOCRevise initial value=η(w,V,T) * SOCInitial value, wherein η (w, V, T) is and weight w, voltage V, the three-dimensional lookup table that temperature T-phase is closed, and is estimated the self discharge situation of battery by great many of experiments in advance, corrects initial state-of-charge by tabling look-up.
Method the most according to claim 1, it is characterised in that the open-circuit voltage state-of-charge SOC of described step (1)ocvEstimation is particularly as follows: obtain the relation of OCV and SOC: SOC under different temperatures T by testocv= SOCocv (T,V)。
Method the most according to claim 1 and 2, it is characterised in that described in power on initial state-of-charge estimation weight w by battery standing time t, first power on record magnitude of voltage V, battery bag three dimension temperature tables look-up acquisition, relational expression is w=w (t, V, T).
CN201310513301.XA 2013-10-25 2013-10-25 A kind of initial value of stage of charge of high-accuracy evaluation method Active CN103529396B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201310513301.XA CN103529396B (en) 2013-10-25 2013-10-25 A kind of initial value of stage of charge of high-accuracy evaluation method

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201310513301.XA CN103529396B (en) 2013-10-25 2013-10-25 A kind of initial value of stage of charge of high-accuracy evaluation method

Publications (2)

Publication Number Publication Date
CN103529396A CN103529396A (en) 2014-01-22
CN103529396B true CN103529396B (en) 2016-08-31

Family

ID=49931556

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201310513301.XA Active CN103529396B (en) 2013-10-25 2013-10-25 A kind of initial value of stage of charge of high-accuracy evaluation method

Country Status (1)

Country Link
CN (1) CN103529396B (en)

Families Citing this family (37)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104849665B (en) * 2014-02-19 2018-01-30 中国移动通信集团河北有限公司 A kind of method and device for determining storage battery safety electric discharge duration
CN104198947A (en) * 2014-09-02 2014-12-10 奇瑞汽车股份有限公司 System and method for estimating surplus capacity of lithium ion battery
CN104360286B (en) * 2014-12-01 2017-02-01 重庆长安汽车股份有限公司 Lithium ion battery charge state estimation modification method
US9766297B2 (en) * 2015-06-12 2017-09-19 GM Global Technology Operations LLC Battery system capacity estimation systems and methods
CN105911481B (en) * 2016-04-22 2019-03-26 成都雅骏新能源汽车科技股份有限公司 A kind of battery charge state initial value evaluation method
CN105974323B (en) * 2016-05-09 2019-04-12 深圳市鑫成泰科技有限公司 A kind of algorithm model improving electric car SOC estimation precision
CN107561446A (en) * 2016-07-01 2018-01-09 中兴通讯股份有限公司 A kind of terminal battery electricity quantity computational methods and device
CN106483468A (en) * 2016-09-29 2017-03-08 中国科学院广州能源研究所 The multifactor evaluation method of the initial state-of-charge of lithium battery
CN106802394B (en) * 2017-02-06 2020-05-22 清华大学深圳研究生院 Method and device for correcting charge state of automobile battery
CN106918787A (en) * 2017-03-20 2017-07-04 国网重庆市电力公司电力科学研究院 A kind of electric automobile lithium battery residual charge evaluation method and device
CN107656206B (en) * 2017-08-08 2019-12-13 中航锂电(洛阳)有限公司 Short-time standing SOC and open-circuit voltage estimation method based on characteristic temperature and multiplying power
CN108333526B (en) * 2018-01-30 2021-01-26 北京车和家信息技术有限公司 Battery capacity detection method and device
CN108363018A (en) * 2018-02-27 2018-08-03 北京新能源汽车股份有限公司 A kind of modification method of battery charge state, device, equipment and automobile
CN108717164B (en) * 2018-04-11 2022-07-01 中国电力科学研究院有限公司 SOC calibration method and system for battery
CN108717167A (en) * 2018-06-04 2018-10-30 合肥工业大学 Batteries of electric automobile self discharge fault judgment method based on equivalent short-circuit internal resistance model
CN110888074B (en) * 2018-08-15 2022-02-01 上海汽车集团股份有限公司 Voltage determination method and device for SOC initial value calculation
CN109856542B (en) * 2018-10-23 2021-01-05 许继集团有限公司 Calibration method of lithium battery SOC-OCV curve cluster, SOC correction method and device
CN109655755B (en) * 2018-12-21 2020-11-03 深圳先进储能材料国家工程研究中心有限公司 Battery SOC estimation and calibration method
CN109617174A (en) * 2018-12-26 2019-04-12 苏州易美新思新能源科技有限公司 A kind of control circuit implementation method of battery energy management
CN110133510B (en) * 2019-05-30 2021-08-13 陕西科技大学 SOC hybrid estimation method for lithium ion battery
CN110515003B (en) * 2019-07-18 2021-06-22 力高(山东)新能源技术有限公司 Method for correcting SOC of lithium battery by using open-circuit voltage
CN110531274A (en) * 2019-08-26 2019-12-03 江西优特汽车技术有限公司 A kind of power battery SOC Prediction System and method
CN111123137B (en) * 2019-12-24 2022-03-08 中创新航科技股份有限公司 Estimation method of SOC and SOH of battery pack
CN111220922A (en) * 2020-01-21 2020-06-02 海马汽车有限公司 Battery SOC estimation method and device
CN111679200B (en) * 2020-06-03 2023-02-10 广州小鹏汽车科技有限公司 Battery state of charge calibration method and device and vehicle
CN113830013B (en) * 2020-06-24 2023-02-07 比亚迪股份有限公司 Method and system for managing low-voltage power distribution of vehicle, vehicle and storage medium
CN112147513A (en) * 2020-09-23 2020-12-29 南京工程学院 Power battery SOC multidimensional calibration method
CN112531822B (en) * 2020-11-24 2023-05-23 潍柴动力股份有限公司 Battery equalization method and device
CN112782593B (en) * 2020-12-24 2023-03-21 潍柴动力股份有限公司 Method and device for acquiring initial state of charge of battery
CN113125978B (en) * 2021-02-08 2022-06-21 无锡凌博电子技术有限公司 Lithium battery SOC measurement method for electric bicycle
CN113504479B (en) * 2021-06-24 2024-01-30 浙江吉利控股集团有限公司 Cloud-based battery charge remaining time estimation method, system and storage medium
CN113466728B (en) * 2021-07-13 2024-04-05 北京西清能源科技有限公司 Method and system for online identification of two-stage battery model parameters
CN113759263B (en) * 2021-08-25 2023-10-17 电子科技大学长三角研究院(湖州) Method for predicting lithium ion battery state of charge with respect to artificial intelligence
CN113759258B (en) * 2021-08-30 2023-08-08 重庆长安汽车股份有限公司 Power battery SOC estimation method and device and pure electric vehicle
CN113740755A (en) * 2021-09-15 2021-12-03 摩拜(北京)信息技术有限公司 Display processing method and device for battery pack charge state and readable medium
CN113820605B (en) * 2021-09-30 2023-10-13 蜂巢能源科技(无锡)有限公司 Correction method of battery SOC, device thereof and computer readable storage medium
CN114371408B (en) * 2022-01-26 2023-06-20 上海玫克生储能科技有限公司 Method for estimating state of charge of battery, method and device for extracting charging curve

Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR20020035263A (en) * 2000-11-06 2002-05-11 이계안 Method for estimating residual energy of battery of electric car
KR20030031772A (en) * 2001-10-16 2003-04-23 현대자동차주식회사 Method of estimating an initial state of charge using an open circuit voltage of battery for vehicles
CN101138142A (en) * 2005-03-09 2008-03-05 Lg化学株式会社 Method of setting initial value of soc of battery using OCV temperature hysteresis
CN101966820A (en) * 2010-08-26 2011-02-09 清华大学 On-line monitoring method for self-adaptively correcting lithium ion battery state-of-charge
CN102162836A (en) * 2011-03-21 2011-08-24 浙江吉利汽车研究院有限公司 Estimation method of vehicle battery stress optical coefficient (SOC)
CN102200568A (en) * 2010-03-24 2011-09-28 力旺电子股份有限公司 Method of estimating remaining capacity and run-time of a battery device
CN102381210A (en) * 2011-10-28 2012-03-21 清华大学 Lithium ion battery management system and method
CN103018679A (en) * 2012-12-10 2013-04-03 中国科学院广州能源研究所 Estimation method of initial state of charge (SOC0) of lead-acid cell

Family Cites Families (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP4495116B2 (en) * 2005-06-30 2010-06-30 エルジー・ケム・リミテッド Battery remaining capacity estimation method and battery management system using the same

Patent Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR20020035263A (en) * 2000-11-06 2002-05-11 이계안 Method for estimating residual energy of battery of electric car
KR20030031772A (en) * 2001-10-16 2003-04-23 현대자동차주식회사 Method of estimating an initial state of charge using an open circuit voltage of battery for vehicles
CN101138142A (en) * 2005-03-09 2008-03-05 Lg化学株式会社 Method of setting initial value of soc of battery using OCV temperature hysteresis
CN102200568A (en) * 2010-03-24 2011-09-28 力旺电子股份有限公司 Method of estimating remaining capacity and run-time of a battery device
CN101966820A (en) * 2010-08-26 2011-02-09 清华大学 On-line monitoring method for self-adaptively correcting lithium ion battery state-of-charge
CN102162836A (en) * 2011-03-21 2011-08-24 浙江吉利汽车研究院有限公司 Estimation method of vehicle battery stress optical coefficient (SOC)
CN102381210A (en) * 2011-10-28 2012-03-21 清华大学 Lithium ion battery management system and method
CN103018679A (en) * 2012-12-10 2013-04-03 中国科学院广州能源研究所 Estimation method of initial state of charge (SOC0) of lead-acid cell

Also Published As

Publication number Publication date
CN103529396A (en) 2014-01-22

Similar Documents

Publication Publication Date Title
CN103529396B (en) A kind of initial value of stage of charge of high-accuracy evaluation method
CN102930173B (en) A kind of charge states of lithium ion battery estimation on line method
Sun et al. Overview of the types of battery models
KR101238478B1 (en) The Measurment Method of Battery SOC
Song et al. Improved SOC estimation of lithium-ion batteries with novel SOC-OCV curve estimation method using equivalent circuit model
CN102981125B (en) A kind of electrokinetic cell SOC method of estimation based on RC equivalent model
CN110286332B (en) Electric vehicle power battery SOC estimation method based on multiple innovation theory
CN103675706B (en) A kind of power battery electric charge quantity estimation method
Andre et al. Characterization of high-power lithium-ion batteries by electrochemical impedance spectroscopy. II: Modelling
CN104007395B (en) Charge states of lithium ion battery and parameter adaptive combined estimation method
CN102230953B (en) Method for predicting left capacity and health status of storage battery
CN103529393A (en) SOC (start of charge) estimation method of automobile power lithium battery
CN105974323A (en) Algorithm model improving electric automobile SOC estimation precision
Huang et al. Soc estimation of li-ion battery based on improved ekf algorithm
CN103018679A (en) Estimation method of initial state of charge (SOC0) of lead-acid cell
US9551757B2 (en) Measuring devices of remaining battery life and measuring methods thereof
CN103257323A (en) Method for estimating lithium ion battery remaining available capacity
CN103267953B (en) The evaluation method of a kind of lithium iron phosphate dynamic battery SOC
CN105774574A (en) New energy automobile battery state-of-charge calibration method and device
CN107317057B (en) A kind of prediction of power battery service life and prediction meanss
CN109557477A (en) A kind of battery system health status evaluation method
CN103472403A (en) Composite estimating method of power battery SOC based on PNGV equivalent circuit model
CN109061521B (en) Storage battery pack charge state calculation method and system
CN105425154A (en) Method for estimating charge state of power cell set of electric vehicle
Shah et al. Improved method for characterization of ultracapacitor by constant current charging

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
C14 Grant of patent or utility model
GR01 Patent grant
EE01 Entry into force of recordation of patent licensing contract
EE01 Entry into force of recordation of patent licensing contract

Application publication date: 20140122

Assignee: CHONGQING CHANGAN NEW ENERGY AUTOMOBILE TECHNOLOGY Co.,Ltd.

Assignor: Chongqing Changan Automobile Co.,Ltd.|CHONGQING CHANG'AN NEW ENERGY AUTOMOBILE Co.,Ltd.

Contract record no.: 2018500000018

Denomination of invention: Estimating method for initial value of stage of charge of high-accuracy lithium ion battery

Granted publication date: 20160831

License type: Exclusive License

Record date: 20181121

TR01 Transfer of patent right
TR01 Transfer of patent right

Effective date of registration: 20190103

Address after: 401133 room 208, 2 house, 39 Yonghe Road, Yu Zui Town, Jiangbei District, Chongqing

Patentee after: CHONGQING CHANGAN NEW ENERGY AUTOMOBILE TECHNOLOGY Co.,Ltd.

Address before: 400023, No. 260, Jianxin East Road, Jiangbei District, Chongqing

Co-patentee before: CHONGQING CHANG'AN NEW ENERGY AUTOMOBILE Co.,Ltd.

Patentee before: Chongqing Changan Automobile Co.,Ltd.

CP01 Change in the name or title of a patent holder
CP01 Change in the name or title of a patent holder

Address after: 401133 room 208, 2 house, 39 Yonghe Road, Yu Zui Town, Jiangbei District, Chongqing

Patentee after: Deep Blue Automotive Technology Co.,Ltd.

Address before: 401133 room 208, 2 house, 39 Yonghe Road, Yu Zui Town, Jiangbei District, Chongqing

Patentee before: CHONGQING CHANGAN NEW ENERGY AUTOMOBILE TECHNOLOGY Co.,Ltd.