JP2003149307A - Method for calculating battery remaining capacity - Google Patents
Method for calculating battery remaining capacityInfo
- Publication number
- JP2003149307A JP2003149307A JP2001352033A JP2001352033A JP2003149307A JP 2003149307 A JP2003149307 A JP 2003149307A JP 2001352033 A JP2001352033 A JP 2001352033A JP 2001352033 A JP2001352033 A JP 2001352033A JP 2003149307 A JP2003149307 A JP 2003149307A
- Authority
- JP
- Japan
- Prior art keywords
- soc
- battery
- voltage
- remaining capacity
- estimated
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
Classifications
-
- Y—GENERAL 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
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02E—REDUCTION OF GREENHOUSE GAS [GHG] EMISSIONS, RELATED TO ENERGY GENERATION, TRANSMISSION OR DISTRIBUTION
- Y02E60/00—Enabling technologies; Technologies with a potential or indirect contribution to GHG emissions mitigation
- Y02E60/10—Energy storage using batteries
Landscapes
- Tests Of Electric Status Of Batteries (AREA)
- Charge And Discharge Circuits For Batteries Or The Like (AREA)
- Secondary Cells (AREA)
Abstract
Description
【0001】[0001]
【発明の属する技術分野】本発明は、電池の残存容量算
出方法の改良に関する。BACKGROUND OF THE INVENTION 1. Field of the Invention The present invention relates to an improvement in a method for calculating the remaining capacity of a battery.
【0002】[0002]
【従来の技術】二次電池は、種々の分野に使用されてい
るが、この二次電池の効率的な運用のためには、二次電
池の充放電制御を的確に行う必要がある。このために、
二次電池の残存容量(SOC)を高い精度で算出する方
法が必要となる。2. Description of the Related Art Secondary batteries have been used in various fields, but in order to operate the secondary batteries efficiently, it is necessary to accurately control the charging and discharging of the secondary batteries. For this,
A method for calculating the state of charge (SOC) of the secondary battery with high accuracy is required.
【0003】従来、このような二次電池のSOCの算出
方法としては、充放電電流の電流積算による方法が知ら
れていた。しかし、このような電流積算による方法で
は、例えば満充電、フル放電をしない様な電池の使用形
態の場合、SOCを演算するためのCPUのLSBケタ
落ちや自己放電による容量低下による誤差が大きく影響
し、あるいは電流センサ精度への依存度が高い等の理由
により、二次電池のSOCの算出精度が高くできないと
いう問題があった。Conventionally, as a method of calculating the SOC of such a secondary battery, a method based on current integration of charge / discharge current has been known. However, in such a method based on current integration, in the case of a battery usage mode in which full charge and full discharge are not performed, for example, an error due to a drop in the LSB digit of the CPU for calculating the SOC or a decrease in capacity due to self-discharge has a great influence. However, there is a problem that the accuracy of calculating the SOC of the secondary battery cannot be increased because of the high dependence on the accuracy of the current sensor.
【0004】このため、PCT国際公開WO99/61
929号に開示されたように、電池の推定電圧によりS
OCを補正する方法が提案されている。Therefore, PCT international publication WO99 / 61
As disclosed in No. 929, the estimated voltage of the battery causes S
A method of correcting OC has been proposed.
【0005】[0005]
【発明が解決しようとする課題】しかし、上記従来の推
定電圧によりSOCを補正する方法においては、SOC
の領域によって電圧からのSOCの推定精度が低くなる
場合があった。このため、電池のSOCの算出精度が電
池の充放電パターンに依存し、充放電パターンによって
はSOCの算出精度が悪化するという問題があった。こ
のようなSOCの推定精度が低くなるSOC領域は、電
池の通常使用領域である場合が多いので、この問題は重
大である。However, in the conventional method of correcting the SOC by the above estimated voltage, the SOC is
In some cases, the estimation accuracy of the SOC from the voltage becomes low depending on the region. Therefore, there is a problem that the calculation accuracy of the SOC of the battery depends on the charge / discharge pattern of the battery, and the calculation accuracy of the SOC deteriorates depending on the charge / discharge pattern. Since the SOC region in which the SOC estimation accuracy is low is a battery normal use region in many cases, this problem is serious.
【0006】本発明は、上記従来の課題に鑑みなされた
ものであり、その目的は、電池の充放電パターンに依存
せず、SOCの高い推定精度を確保できる電池残存容量
算出方法を提供することにある。The present invention has been made in view of the above-mentioned conventional problems, and an object thereof is to provide a battery remaining capacity calculation method which does not depend on the charge / discharge pattern of the battery and can ensure a high SOC estimation accuracy. It is in.
【0007】[0007]
【課題を解決するための手段】上記目的を達成するため
に、本発明は、電池の起電圧と電流積算値とにより電池
の残存容量(SOC)を推定する方法であって、電池の
起電圧によりSOCの補正パラメータを決定し、補正パ
ラメータを使用して前記電流積算値から求めたSOCを
補正することを特徴とする。In order to achieve the above object, the present invention is a method for estimating the remaining capacity (SOC) of a battery from the electromotive voltage of the battery and the integrated current value, Is used to determine the SOC correction parameter, and the SOC obtained from the current integrated value is corrected using the correction parameter.
【0008】また、上記電池残存容量算出方法におい
て、SOCの補正は、電池電圧から起電圧を求め、起電
圧から第1の推定SOCを求め、電流積算値から第2の
推定SOCを求め、第1の推定SOCと第2の推定SO
Cとの差から、補正パラメータを使用して補正量を求
め、補正量により前記第2の推定SOCを補正すること
を特徴とする。In the battery remaining capacity calculation method described above, the SOC is corrected by obtaining the electromotive voltage from the battery voltage, obtaining the first estimated SOC from the electromotive voltage, and obtaining the second estimated SOC from the integrated current value. 1st estimated SOC and 2nd estimated SO
It is characterized in that a correction amount is obtained from a difference from C using a correction parameter, and the second estimated SOC is corrected by the correction amount.
【0009】上記各構成によれば、電池の起電圧により
SOCの補正パラメータを決定する際に、電圧からのS
OCの推定精度が高いSOC領域では、電圧による補正
量が大きくなり、電圧からのSOCの推定精度が低いS
OC領域では、電圧による補正量が小さくなるように上
記補正パラメータを決定するので、電池の充放電パター
ンに依存せず、高い精度で電池のSOCを算出すること
ができる。According to each of the above configurations, when the SOC correction parameter is determined by the electromotive voltage of the battery, the S from the voltage is determined.
In the SOC region where the estimation accuracy of OC is high, the correction amount due to the voltage becomes large, and the estimation accuracy of SOC from the voltage is low.
In the OC region, the correction parameter is determined so that the correction amount by the voltage becomes small, so that the SOC of the battery can be calculated with high accuracy without depending on the charge / discharge pattern of the battery.
【0010】[0010]
【発明の実施の形態】以下、本発明の実施の形態(以下
実施形態という)を、図面に従って説明する。BEST MODE FOR CARRYING OUT THE INVENTION Embodiments of the present invention (hereinafter referred to as embodiments) will be described below with reference to the drawings.
【0011】図1には、本発明に係る電池残存容量算出
方法の説明図が示される。図1において、電池の充放電
電流Iを測定し(S1)、これを積算して電流積算値を
求め(S2)、この値から電池の残存容量(SOC)を
算出する(S3)。このSOCが、本発明にかかる第2
の推定SOCに相当する。また、充放電電流Iの測定値
から、過去の充放電履歴の影響を受ける電圧変動分とし
て、充放電分極電圧が算出される(S4)。さらに、充
放電電流Iから、電池の内部抵抗によるドロップ電圧
(電圧降下分)も算出される(S5)。FIG. 1 shows an explanatory view of a battery remaining capacity calculation method according to the present invention. In FIG. 1, the charging / discharging current I of the battery is measured (S1), and this is integrated to obtain an integrated current value (S2), and the remaining capacity (SOC) of the battery is calculated from this value (S3). This SOC is the second aspect of the present invention.
Corresponding to the estimated SOC of Further, the charge / discharge polarization voltage is calculated from the measured value of the charge / discharge current I as a voltage fluctuation amount affected by the past charge / discharge history (S4). Further, the drop voltage (voltage drop) due to the internal resistance of the battery is also calculated from the charge / discharge current I (S5).
【0012】次に、電池電圧Vを測定し(S6)、この
電池電圧Vと上記充放電分極電圧と内部抵抗ドロップ電
圧とから電池の起電圧が算出される(S7)。具体的に
は、電池電圧Vから充放電分極電圧と内部抵抗ドロップ
電圧とを差し引いたものが電池の起電圧となる。Next, the battery voltage V is measured (S6), and the electromotive voltage of the battery is calculated from the battery voltage V, the charge / discharge polarization voltage and the internal resistance drop voltage (S7). Specifically, the electromotive voltage of the battery is obtained by subtracting the charge / discharge polarization voltage and the internal resistance drop voltage from the battery voltage V.
【0013】このようにして算出された起電圧と電池容
量との関係から電池の推定容量を算出する(S8)。こ
の推定容量が、本発明にかかる第1の推定SOCに相当
する。なお、上記起電圧と電池容量との関係は、あらか
じめ電池毎に求めておけばよい。The estimated capacity of the battery is calculated from the relationship between the electromotive voltage thus calculated and the battery capacity (S8). This estimated capacity corresponds to the first estimated SOC according to the present invention. The relationship between the electromotive voltage and the battery capacity may be obtained in advance for each battery.
【0014】次に、上記第1の推定SOC(S8)と電
流積算値から求めておいた第2の推定SOC(S3)と
の差に基づいてPI(比例、積分)制御により、電池の
残存容量の補正量を算出する(S9)。この補正量を上
記第2の推定SOCに加えて補正し、SOCの推定値を
算出する。Next, based on the difference between the first estimated SOC (S8) and the second estimated SOC (S3) obtained from the integrated current value, PI (proportional, integral) control is performed to allow the battery to remain. A correction amount of capacity is calculated (S9). This correction amount is added to the second estimated SOC and corrected to calculate an estimated SOC value.
【0015】上記PI制御に使用するSOCの補正用の
パラメータは、上述した電池の起電圧から決定すること
ができる(S10)。すなわち、あらかじめ起電圧と補
正パラメータとのマップを作成しておき、このマップに
よって補正パラメータが決定される。なお、このマップ
には、図1に示されるように、電池温度のファクターを
入れることも好適である(S11)。これにより、より
精度の高い補正パラメータを決定することができる。The SOC correction parameter used for the PI control can be determined from the above-mentioned battery electromotive voltage (S10). That is, a map of the electromotive voltage and the correction parameter is created in advance, and the correction parameter is determined by this map. Note that, as shown in FIG. 1, it is also suitable to include a factor of the battery temperature in this map (S11). This makes it possible to determine the correction parameter with higher accuracy.
【0016】上記補正パラメータは、電池の起電圧から
SOCの補正量を決定する場合の推定精度が高くなるS
OC領域と低くなるSOC領域とがあることに基づいて
決定される。すなわち、電池の起電圧からのSOCの推
定精度が低くなるSOC領域では、起電圧によるSOC
の補正量が小さくなり、その影響が小さくなるように補
正パラメータが決定される。また、起電圧からのSOC
の推定精度が高くなるSOC領域においては、起電圧に
よる補正量を大きくし、その影響が高くなるように補正
パラメータが決定される。これにより、電池のSOCが
どのような領域にあっても、電池のSOCの推定精度を
高く維持することができる。この結果、充放電パターン
に左右されず、常に高いSOCの推定精度を確保でき
る。The above-mentioned correction parameter increases the estimation accuracy in determining the SOC correction amount from the electromotive voltage of the battery S
It is determined based on the fact that there is an OC region and a lower SOC region. That is, in the SOC region where the accuracy of SOC estimation from the electromotive voltage of the battery is low, the SOC due to the electromotive voltage is
The correction parameter is determined so that the correction amount becomes smaller and its influence becomes smaller. In addition, SOC from electromotive voltage
In the SOC region where the estimation accuracy of is high, the correction amount by the electromotive voltage is increased, and the correction parameter is determined so that the influence thereof becomes high. This makes it possible to maintain high estimation accuracy of the SOC of the battery regardless of the region of the SOC of the battery. As a result, a high SOC estimation accuracy can always be ensured regardless of the charge / discharge pattern.
【0017】[0017]
【発明の効果】以上説明したように、本発明によれば、
電流積算値から求めた電池のSOCを電池の起電圧から
補正する際に、起電圧からのSOCの推定精度が高いS
OC領域では、補正量が大きくなるように、推定精度が
低くなるSOC領域では補正量が小さくなるように補正
パラメータが決定される。これにより、全てのSOC領
域においてSOC推定精度を向上でき、充放電パターン
によらず、高精度の電池残存容量算出方法を提供するこ
とができる。As described above, according to the present invention,
When the SOC of the battery obtained from the integrated current value is corrected from the electromotive voltage of the battery, S with high accuracy of SOC estimation from the electromotive voltage is used.
The correction parameter is determined such that the correction amount is large in the OC region and the correction amount is small in the SOC region where the estimation accuracy is low. As a result, the SOC estimation accuracy can be improved in all SOC regions, and a highly accurate battery remaining capacity calculation method can be provided regardless of the charge / discharge pattern.
【図1】 本発明に係る電池残存容量算出方法の説明図
である。FIG. 1 is an explanatory diagram of a battery remaining capacity calculation method according to the present invention.
Claims (2)
の残存容量(SOC)を推定する方法であって、 前記電池の起電圧によりSOCの補正パラメータを決定
し、 前記補正パラメータを使用して前記電流積算値から求め
たSOCを補正することを特徴とする電池残存容量算出
方法。1. A method of estimating a state of charge (SOC) of a battery from an electromotive voltage of a battery and an integrated current value, wherein a correction parameter of SOC is determined by the electromotive voltage of the battery, and the correction parameter is used. The SOC calculated from the integrated current value is corrected to calculate the remaining battery capacity.
おいて、前記SOCの補正は、 電池電圧から起電圧を求め、 前記起電圧から第1の推定SOCを求め、 前記電流積算値から第2の推定SOCを求め、 前記第1の推定SOCと第2の推定SOCとの差から、
前記補正パラメータを使用して補正量を求め、 前記補正量により前記第2の推定SOCを補正すること
を特徴とする電池残存容量算出方法。2. The battery remaining capacity calculation method according to claim 1, wherein the SOC is corrected by obtaining an electromotive voltage from a battery voltage, obtaining a first estimated SOC from the electromotive voltage, and calculating a second value from the integrated current value. The estimated SOC of is calculated, and from the difference between the first estimated SOC and the second estimated SOC,
A battery remaining capacity calculation method, characterized in that a correction amount is obtained using the correction parameter, and the second estimated SOC is corrected by the correction amount.
Priority Applications (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
JP2001352033A JP3778060B2 (en) | 2001-11-16 | 2001-11-16 | Battery remaining capacity calculation method |
US10/284,319 US6845332B2 (en) | 2001-11-16 | 2002-10-31 | State of charge calculation device and state of charge calculation method |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
JP2001352033A JP3778060B2 (en) | 2001-11-16 | 2001-11-16 | Battery remaining capacity calculation method |
Publications (2)
Publication Number | Publication Date |
---|---|
JP2003149307A true JP2003149307A (en) | 2003-05-21 |
JP3778060B2 JP3778060B2 (en) | 2006-05-24 |
Family
ID=19164265
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
JP2001352033A Expired - Lifetime JP3778060B2 (en) | 2001-11-16 | 2001-11-16 | Battery remaining capacity calculation method |
Country Status (1)
Country | Link |
---|---|
JP (1) | JP3778060B2 (en) |
Cited By (18)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2005036192A1 (en) | 2003-10-10 | 2005-04-21 | Toyota Jidosha Kabushiki Kaisha | Secondary battery residual capacity calculating apparatus and calculating method |
JP2005201743A (en) * | 2004-01-14 | 2005-07-28 | Fuji Heavy Ind Ltd | Remaining capacity calculation device for electric power storage device |
EP1707974A1 (en) * | 2005-03-29 | 2006-10-04 | Fuji Jukogyo Kabushiki Kaisha | Remaining capacity calculating device and method for electric power storage |
WO2007091722A1 (en) | 2006-02-09 | 2007-08-16 | Toyota Jidosha Kabushiki Kaisha | Secondary cell residual capacity estimating device and residual capacity estimating method |
WO2008082010A1 (en) | 2007-01-04 | 2008-07-10 | Toyota Jidosha Kabushiki Kaisha | Accumulator control device and vehicle |
US7750640B2 (en) | 2006-12-27 | 2010-07-06 | Panasonic Ev Energy Co., Ltd. | Electromotive force computing device and state of charge estimating device |
JP2010186643A (en) * | 2009-02-12 | 2010-08-26 | Toyota Motor Corp | Residual capacity calculation device, vehicle having the same, and residual capacity calculation method |
JP2012057998A (en) * | 2010-09-07 | 2012-03-22 | Calsonic Kansei Corp | Charge rate calculation apparatus for secondary battery and charge rate calculation method |
JP2012083326A (en) * | 2010-10-13 | 2012-04-26 | Samsung Sdi Co Ltd | Battery management system and battery soc estimation method using the system |
WO2012139904A1 (en) * | 2011-04-15 | 2012-10-18 | Continental Automotive Gmbh | Method for cyclically determining the charge state of an electric energy store |
WO2012169061A1 (en) * | 2011-06-10 | 2012-12-13 | 日立ビークルエナジー株式会社 | Battery control device and battery system |
WO2013035183A1 (en) * | 2011-09-08 | 2013-03-14 | 日立ビークルエナジー株式会社 | Battery system monitoring device |
WO2013051241A1 (en) * | 2011-10-07 | 2013-04-11 | カルソニックカンセイ株式会社 | Battery state-of-charge estimation device and state-of-charge estimation method |
US8577529B2 (en) | 2009-06-02 | 2013-11-05 | Toyota Jidosha Kabushiki Kaisha | Control apparatus for vehicle |
JPWO2012169061A1 (en) * | 2011-06-10 | 2015-02-23 | 日立ビークルエナジー株式会社 | Battery control device, battery system |
EP2700964A3 (en) * | 2012-08-24 | 2015-09-09 | Hitachi Automotive Systems, Ltd. | Battery state estimation system, battery control system, battery system, and battery state estimation method |
KR20160078174A (en) * | 2014-12-24 | 2016-07-04 | 포스코에너지 주식회사 | System and method for estimating soc of sodium rechargeable battery |
CN111190109A (en) * | 2020-01-07 | 2020-05-22 | 西北工业大学 | Current-sensor-free lithium battery state of charge estimation method |
-
2001
- 2001-11-16 JP JP2001352033A patent/JP3778060B2/en not_active Expired - Lifetime
Cited By (32)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US7200499B2 (en) | 2003-10-10 | 2007-04-03 | Toyota Jidosha Kabushiki Kaisha | Calculation device calculating available capacity of secondary battery and method of calculating the same |
WO2005036192A1 (en) | 2003-10-10 | 2005-04-21 | Toyota Jidosha Kabushiki Kaisha | Secondary battery residual capacity calculating apparatus and calculating method |
JP4583765B2 (en) * | 2004-01-14 | 2010-11-17 | 富士重工業株式会社 | Remaining capacity calculation device for power storage device |
JP2005201743A (en) * | 2004-01-14 | 2005-07-28 | Fuji Heavy Ind Ltd | Remaining capacity calculation device for electric power storage device |
JP4571000B2 (en) * | 2005-03-29 | 2010-10-27 | 富士重工業株式会社 | Remaining capacity calculation device for power storage device |
EP1707974A1 (en) * | 2005-03-29 | 2006-10-04 | Fuji Jukogyo Kabushiki Kaisha | Remaining capacity calculating device and method for electric power storage |
US7362076B2 (en) | 2005-03-29 | 2008-04-22 | Fuji Jukogyo Kabushiki Kaisha | Remaining capacity calculating device and method for electric power storage |
JP2006275797A (en) * | 2005-03-29 | 2006-10-12 | Fuji Heavy Ind Ltd | Residual capacity arithmetic unit for capacitor device |
WO2007091722A1 (en) | 2006-02-09 | 2007-08-16 | Toyota Jidosha Kabushiki Kaisha | Secondary cell residual capacity estimating device and residual capacity estimating method |
US8102146B2 (en) | 2006-02-09 | 2012-01-24 | Toyota Jidosha Kabushiki Kaisha | Remaining-amount estimation device and method for secondary battery |
US7750640B2 (en) | 2006-12-27 | 2010-07-06 | Panasonic Ev Energy Co., Ltd. | Electromotive force computing device and state of charge estimating device |
WO2008082010A1 (en) | 2007-01-04 | 2008-07-10 | Toyota Jidosha Kabushiki Kaisha | Accumulator control device and vehicle |
EP2101183A1 (en) * | 2007-01-04 | 2009-09-16 | Toyota Jidosha Kabushiki Kaisha | Accumulator control device and vehicle |
EP2101183A4 (en) * | 2007-01-04 | 2013-12-18 | Toyota Motor Co Ltd | Accumulator control device and vehicle |
JP2010186643A (en) * | 2009-02-12 | 2010-08-26 | Toyota Motor Corp | Residual capacity calculation device, vehicle having the same, and residual capacity calculation method |
US8577529B2 (en) | 2009-06-02 | 2013-11-05 | Toyota Jidosha Kabushiki Kaisha | Control apparatus for vehicle |
JP2012057998A (en) * | 2010-09-07 | 2012-03-22 | Calsonic Kansei Corp | Charge rate calculation apparatus for secondary battery and charge rate calculation method |
JP2012083326A (en) * | 2010-10-13 | 2012-04-26 | Samsung Sdi Co Ltd | Battery management system and battery soc estimation method using the system |
US8963506B2 (en) | 2010-10-13 | 2015-02-24 | Samsung Sdi Co., Ltd. | Battery management system and method of estimating battery state of charge |
WO2012139904A1 (en) * | 2011-04-15 | 2012-10-18 | Continental Automotive Gmbh | Method for cyclically determining the charge state of an electric energy store |
JPWO2012169061A1 (en) * | 2011-06-10 | 2015-02-23 | 日立ビークルエナジー株式会社 | Battery control device, battery system |
WO2012169061A1 (en) * | 2011-06-10 | 2012-12-13 | 日立ビークルエナジー株式会社 | Battery control device and battery system |
WO2013035183A1 (en) * | 2011-09-08 | 2013-03-14 | 日立ビークルエナジー株式会社 | Battery system monitoring device |
US9746525B2 (en) | 2011-09-08 | 2017-08-29 | Hitachi Automotive Systems, Ltd. | Battery system monitoring device |
WO2013051241A1 (en) * | 2011-10-07 | 2013-04-11 | カルソニックカンセイ株式会社 | Battery state-of-charge estimation device and state-of-charge estimation method |
CN103907030A (en) * | 2011-10-07 | 2014-07-02 | 日本康奈可株式会社 | Battery state-of-charge estimation device and state-of-charge estimation method |
US8918300B2 (en) | 2011-10-07 | 2014-12-23 | Calsonic Kansei Corporation | Apparatus and method for battery state of charge estimation |
EP2700964A3 (en) * | 2012-08-24 | 2015-09-09 | Hitachi Automotive Systems, Ltd. | Battery state estimation system, battery control system, battery system, and battery state estimation method |
KR20160078174A (en) * | 2014-12-24 | 2016-07-04 | 포스코에너지 주식회사 | System and method for estimating soc of sodium rechargeable battery |
KR101646730B1 (en) * | 2014-12-24 | 2016-08-08 | 포스코에너지 주식회사 | System and method for estimating soc of sodium rechargeable battery |
CN111190109A (en) * | 2020-01-07 | 2020-05-22 | 西北工业大学 | Current-sensor-free lithium battery state of charge estimation method |
CN111190109B (en) * | 2020-01-07 | 2021-01-05 | 西北工业大学 | Current-sensor-free lithium battery state of charge estimation method |
Also Published As
Publication number | Publication date |
---|---|
JP3778060B2 (en) | 2006-05-24 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
JP3778060B2 (en) | Battery remaining capacity calculation method | |
EP3413067B1 (en) | Method and apparatus for estimating a state of health of a battery pack | |
JP5170851B2 (en) | Storage battery charge state detection method and storage battery charge state detection device | |
US10310025B2 (en) | Control device and control method for electric vehicle | |
US8645088B2 (en) | Systems and methods for determining the state of charge of a battery utilizing confidence values | |
EP2439550B1 (en) | Battery state of charge calculation device | |
JP2019070621A (en) | Secondary battery system | |
JP2002189066A (en) | Method for estimating remaining capacity of secondary battery | |
US20140055100A1 (en) | Battery state estimation system, battery control system, battery system, and battery state estimation method | |
US10048319B2 (en) | Estimating of the state of charge of a battery | |
US20150112527A1 (en) | Battery soc estimation with automatic correction | |
KR20160039663A (en) | Estimation of the state of deterioration of an electric battery | |
US20220365139A1 (en) | Method for estimating an operating parameter of a battery unit | |
WO2019230033A1 (en) | Parameter estimation device, parameter estimation method, and computer program | |
JP2007292778A (en) | Method for estimating state of battery charge | |
KR20130036243A (en) | Battery capacity display apparatus and battery capacity display method | |
JP2010127729A (en) | Deterioration estimation method and device of battery | |
US20200341072A1 (en) | Management system, battery, and management method for energy storage device | |
CN108885242A (en) | Secondary cell degradation estimating device and secondary cell method for estimating deterioration | |
JP5163542B2 (en) | Secondary battery input / output possible power estimation device | |
US11754636B2 (en) | Estimating the SOH and estimating the SOC of an electrochemical element | |
WO2019116815A1 (en) | Device for monitoring secondary cell, device for computing state of secondary cell, and method for estimating state of secondary cell | |
CN113253114B (en) | Dynamic correction and estimation method for SOC of power battery | |
JP2012225713A (en) | Charge rate estimation device | |
JPH0659003A (en) | Remaining capacity meter for battery |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
A621 | Written request for application examination |
Free format text: JAPANESE INTERMEDIATE CODE: A621 Effective date: 20040625 |
|
A977 | Report on retrieval |
Free format text: JAPANESE INTERMEDIATE CODE: A971007 Effective date: 20050707 |
|
A131 | Notification of reasons for refusal |
Free format text: JAPANESE INTERMEDIATE CODE: A131 Effective date: 20050719 |
|
A521 | Written amendment |
Free format text: JAPANESE INTERMEDIATE CODE: A523 Effective date: 20050916 |
|
RD04 | Notification of resignation of power of attorney |
Free format text: JAPANESE INTERMEDIATE CODE: A7424 Effective date: 20050916 |
|
A131 | Notification of reasons for refusal |
Free format text: JAPANESE INTERMEDIATE CODE: A131 Effective date: 20051018 |
|
A521 | Written amendment |
Free format text: JAPANESE INTERMEDIATE CODE: A523 Effective date: 20051216 |
|
TRDD | Decision of grant or rejection written | ||
A01 | Written decision to grant a patent or to grant a registration (utility model) |
Free format text: JAPANESE INTERMEDIATE CODE: A01 Effective date: 20060207 |
|
A61 | First payment of annual fees (during grant procedure) |
Free format text: JAPANESE INTERMEDIATE CODE: A61 Effective date: 20060220 |
|
R150 | Certificate of patent or registration of utility model |
Ref document number: 3778060 Country of ref document: JP Free format text: JAPANESE INTERMEDIATE CODE: R150 Free format text: JAPANESE INTERMEDIATE CODE: R150 |
|
FPAY | Renewal fee payment (event date is renewal date of database) |
Free format text: PAYMENT UNTIL: 20100310 Year of fee payment: 4 |
|
FPAY | Renewal fee payment (event date is renewal date of database) |
Free format text: PAYMENT UNTIL: 20110310 Year of fee payment: 5 |
|
FPAY | Renewal fee payment (event date is renewal date of database) |
Free format text: PAYMENT UNTIL: 20110310 Year of fee payment: 5 |
|
FPAY | Renewal fee payment (event date is renewal date of database) |
Free format text: PAYMENT UNTIL: 20120310 Year of fee payment: 6 |
|
FPAY | Renewal fee payment (event date is renewal date of database) |
Free format text: PAYMENT UNTIL: 20120310 Year of fee payment: 6 |
|
FPAY | Renewal fee payment (event date is renewal date of database) |
Free format text: PAYMENT UNTIL: 20130310 Year of fee payment: 7 |
|
FPAY | Renewal fee payment (event date is renewal date of database) |
Free format text: PAYMENT UNTIL: 20130310 Year of fee payment: 7 |
|
FPAY | Renewal fee payment (event date is renewal date of database) |
Free format text: PAYMENT UNTIL: 20140310 Year of fee payment: 8 |
|
EXPY | Cancellation because of completion of term |