JP2005345254A - Residual capacity arithmetic unit for charge accumulating device - Google Patents

Residual capacity arithmetic unit for charge accumulating device Download PDF

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JP2005345254A
JP2005345254A JP2004165017A JP2004165017A JP2005345254A JP 2005345254 A JP2005345254 A JP 2005345254A JP 2004165017 A JP2004165017 A JP 2004165017A JP 2004165017 A JP2004165017 A JP 2004165017A JP 2005345254 A JP2005345254 A JP 2005345254A
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remaining capacity
limiter
calculated
battery
storage device
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JP4519523B2 (en
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Atsushi Nanba
篤史 難波
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Subaru Corp
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Fuji Heavy Industries Ltd
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Abstract

<P>PROBLEM TO BE SOLVED: To uniformly and precisely find a residual capacity all the time by evading influences of accumulation of errors due to current integration and load fluctuation. <P>SOLUTION: A reference residual capacity SOCV(t) is calculated on the basis of an estimated value of a release voltage of a battery, a difference DSOCB between the reference residual capacity SOCV(t) and a residual capacity SOC(t-1) before one computation period is saturated within a limit width using upper and lower limiters set based on a battery current, the saturated residual capacity variation DSOC is added to the residual capacity SOC(t-1) before the one computation period to calculate the final residual capacity SOC(t). The accumulation of errors due to the current integration is eliminated thereby, and vibration due to the load fluctuation of the reference residual capacity SOCV is restrained thereby without accelerating a delay component, to find uniformly and precisely find the residual capacity all the time. <P>COPYRIGHT: (C)2006,JPO&NCIPI

Description

本発明は、二次電池や電気化学キャパシタ等の蓄電デバイスの残存容量を演算する蓄電デバイスの残存容量演算装置に関する。   The present invention relates to a remaining capacity calculation device for a power storage device that calculates the remaining capacity of a power storage device such as a secondary battery or an electrochemical capacitor.

近年、ニッケル水素電池やリチウムイオン電池等の二次電池、電気二重層キャパシタ等の電気化学キャパシタといった蓄電デバイスの小型軽量化・高エネルギー密度化が進み、携帯型の情報通信機器から電気自動車やハイブリッド自動車等の電源として活発に利用されている。   In recent years, energy storage devices such as secondary batteries such as nickel metal hydride batteries and lithium ion batteries, and electrochemical capacitors such as electric double layer capacitors have been reduced in size and weight, and energy density has increased. It is actively used as a power source for automobiles.

このような蓄電デバイスを有効に活用するには、その残存容量を正確に把握することが重要であり、従来から、蓄電デバイスの充放電電流を積算して残存容量を求める技術や、開放電圧に基づいて残存容量を求める技術が知られている。   In order to effectively use such an electricity storage device, it is important to accurately grasp its remaining capacity. Conventionally, a technique for calculating the remaining capacity by accumulating the charge / discharge current of the electricity storage device and an open circuit voltage are used. A technique for obtaining the remaining capacity based on this is known.

例えば、特許文献1には、電気自動車の車両停止時の電池電圧から求めた開放電圧により停止時残存容量を求めると共に、電池の放電電流の積算値に基づいて放電電気容量を検出し、この放電電気容量と停止時残存容量とから満充電容量を算出し、この満充電容量と放電電気容量とから残存容量を求める技術が開示されている。   For example, in Patent Document 1, the remaining capacity at the time of stoppage is obtained from the open-circuit voltage obtained from the battery voltage at the time of stopping the electric vehicle, and the discharge electric capacity is detected based on the integrated value of the discharge current of the battery. A technique is disclosed in which a full charge capacity is calculated from the electric capacity and the remaining capacity at stop, and the remaining capacity is obtained from the full charge capacity and the discharge electric capacity.

また、特許文献2には、リチウムイオン電池のような電池容量と電池電圧とに直線的な比例関係があるものにおいて、任意の時間のあいだ放電または充電したときの電流積算量と、放電または充電前の電圧、放電または充電後の電圧より、残存容量を求める技術が開示されている。   Further, in Patent Document 2, a battery capacity and a battery voltage, such as a lithium ion battery, having a linear proportional relationship, an accumulated amount of current when discharging or charging for an arbitrary time, and discharging or charging. A technique for obtaining a remaining capacity from a previous voltage, a voltage after discharge or a charge is disclosed.

更に、特許文献3には、電池の充放電電流を積分して求めた残存容量と、電池の開放端子電圧に基づいて推定した残存容量との差の変化率に基づいて、残存容量の演算方法を補正する技術が開示されている。
特開平6−242193号公報 特開平8−179018号公報 特開平11−223665号公報
Further, Patent Document 3 discloses a method for calculating the remaining capacity based on the rate of change of the difference between the remaining capacity obtained by integrating the charging / discharging current of the battery and the remaining capacity estimated based on the open terminal voltage of the battery. A technique for correcting the above is disclosed.
JP-A-6-242193 JP-A-8-179018 Japanese Patent Laid-Open No. 11-223665

しかしながら、充放電電流を積算して残存容量を求める技術と開放電圧の推定値に基づいて残存容量を求める技術とは、それぞれに一長一短があり、前者は、突入電流等の負荷変動に強い反面、誤差が累積し易い(特に、高負荷継続時には誤差が大きくなる)という欠点があり、また、後者は、通常の使用時において、正確な値を求めることができる反面、短時間で負荷が大きく変動した場合に演算値が変動しやすいという欠点がある。   However, the technology for obtaining the remaining capacity by integrating the charge / discharge current and the technology for obtaining the remaining capacity based on the estimated open circuit voltage have advantages and disadvantages, respectively, while the former is strong against load fluctuations such as inrush current, There is a drawback that errors tend to accumulate (especially when the load is high, the error becomes large). In the latter case, an accurate value can be obtained during normal use, but the load fluctuates greatly in a short time. In this case, there is a drawback that the calculated value is likely to fluctuate.

従って、特許文献1,2,3のように、単に、両者の技術を組合わせただけでは、電流積算による誤差の累積を排除することは困難である。特に、ハイブリッド車等のように充放電が連続する状態では、残存容量の演算精度が低下したり、残存容量の演算値が急激に変化するといった事態が生じる虞があり、均一な精度を確保することは困難である。   Therefore, as in Patent Documents 1, 2, and 3, it is difficult to eliminate error accumulation due to current integration simply by combining both techniques. In particular, in a state where charging / discharging continues, such as in a hybrid vehicle, there is a possibility that the calculation accuracy of the remaining capacity may be reduced or the calculation value of the remaining capacity may change abruptly, ensuring uniform accuracy. It is difficult.

本発明は上記事情に鑑みてなされたもので、電流積算による誤差の累積や負荷変動の影響を回避し、常に、均一で高精度な残存容量を求めることのできる蓄電デバイスの残存容量演算装置を提供することを目的としている。   The present invention has been made in view of the above circumstances, and it is an object of the present invention to provide a remaining capacity calculation device for a power storage device that can avoid the accumulation of errors due to current integration and the influence of load fluctuations and can always obtain a uniform and highly accurate remaining capacity. It is intended to provide.

上記目的を達成するため、本発明による蓄電デバイスの残存容量演算装置は、蓄電デバイスの開放電圧の推定値に基づく残存容量を、基準残存容量として算出する第1の残存容量算出手段と、上記蓄電デバイスの充放電電流に基づいて、残存容量の変化量を制限するリミッタを設定するリミッタ設定手段と、上記第1の残存容量算出手段で算出した基準残存容量と1演算周期前の残存容量との差分を上記リミッタ設定手段で設定したリミッタの制限幅内に規制し、残存容量変化量として算出する残存容量変化量算出手段と、1演算周期前の残存容量に上記残存容量変化量算出手段で算出した残存容量変化量を加算し、上記蓄電デバイスの残存容量を算出する第2の残存容量算出手段とを備えたことを特徴とする。   In order to achieve the above object, an apparatus for calculating a remaining capacity of an electricity storage device according to the present invention includes a first remaining capacity calculation unit that calculates a remaining capacity based on an estimated value of an open circuit voltage of the electricity storage device as a reference remaining capacity, Limiter setting means for setting a limiter for limiting the amount of change in the remaining capacity based on the charge / discharge current of the device, the reference remaining capacity calculated by the first remaining capacity calculating means, and the remaining capacity one calculation cycle before The difference is regulated within the limiter limit set by the limiter setting means, and the remaining capacity change amount calculating means for calculating the remaining capacity change amount is calculated by the remaining capacity change amount calculating means for the remaining capacity before one calculation cycle. And a second remaining capacity calculating means for calculating the remaining capacity of the electricity storage device by adding the remaining capacity changes.

その際、残存容量変化量は、基準残存容量と1演算周期前の残存容量との差分がリミッタの制限幅の下限値未満のときには、その下限値を残存容量変化量として算出し、差分がリミッタの制限幅内のときには、差分を残存容量変化量として算出し、差分がリミッタの制限幅の上限値を越えているときには、その上限値を残存容量変化量として算出することが望ましい。   At this time, the remaining capacity change amount is calculated as the remaining capacity change amount when the difference between the reference remaining capacity and the remaining capacity one calculation cycle before is less than the lower limit value of the limiter limit. When the difference is within the limit range, it is desirable to calculate the difference as the remaining capacity change amount, and when the difference exceeds the upper limit value of the limiter limit range, the upper limit value is preferably calculated as the remaining capacity change amount.

また、リミッタの制限幅の基準値となる変化量基準値は、蓄電デバイスの電流容量に対する充放電電流の変化量の比率に基づいて算出することが望ましく、変化量基準値を、蓄電デバイスの充放電電流の電流変化率と温度とに基づいて算出した補正係数により補正してリミッタの制限幅の上限値及び下限値を算出することが望ましい。   In addition, it is desirable to calculate the change amount reference value serving as the reference value for the limit width of the limiter based on the ratio of the change amount of the charge / discharge current to the current capacity of the power storage device. It is desirable to calculate the upper limit value and the lower limit value of the limiter limit width by correcting with a correction coefficient calculated based on the current change rate and temperature of the discharge current.

更に、蓄電デバイスの充放電電流を検出するセンサが異常のときには、予め設定した固定値でリミッタの制限幅を設定することが望ましく、異常発生時にも所定の精度で残存容量を把握することができる。   Furthermore, when the sensor for detecting the charge / discharge current of the electricity storage device is abnormal, it is desirable to set the limit range of the limiter with a preset fixed value, and the remaining capacity can be grasped with a predetermined accuracy even when an abnormality occurs. .

本発明の蓄電デバイスの残存容量演算装置は、開放電圧を主体として残存容量を演算することで電流積算による誤差の累積を回避し、且つ、充放電電流に基づいて設定したリミッタにより負荷変動の影響を回避することができ、常に、均一で高精度な残存容量を求めることができる。   The remaining capacity calculation device for an electricity storage device of the present invention avoids accumulation of errors due to current integration by calculating the remaining capacity mainly using an open-circuit voltage, and the influence of load fluctuations by a limiter set based on the charge / discharge current. Thus, it is possible to always obtain a uniform and highly accurate remaining capacity.

以下、図面を参照して本発明の実施の形態を説明する。図1〜図10は本発明の実施の一形態に係わり、図1はハイブリッド車への適用例を示すシステム構成図、図2はバッテリ残存容量の推定アルゴリズムを示すブロック図、図3はバッテリ容量と温度との関係を示す説明図、図4は補正係数の特性を示す説明図、図5は等価回路モデルを示す回路図、図6は基準残存容量と開放電圧との関係を示す説明図、図7はバッテリ残存容量算出処理のフローチャート、図8はインピーダンステーブルの説明図、図9は基準残存容量テーブルの説明図、図10は基準残存容量とノイズ除去処理後の残存容量とを示す説明図である。   Embodiments of the present invention will be described below with reference to the drawings. 1 to 10 relate to one embodiment of the present invention, FIG. 1 is a system configuration diagram showing an application example to a hybrid vehicle, FIG. 2 is a block diagram showing an estimation algorithm of a remaining battery capacity, and FIG. 3 is a battery capacity. FIG. 4 is an explanatory diagram showing the characteristics of the correction coefficient, FIG. 5 is a circuit diagram showing an equivalent circuit model, and FIG. 6 is an explanatory diagram showing the relationship between the reference remaining capacity and the open circuit voltage. 7 is a flowchart of the battery remaining capacity calculation process, FIG. 8 is an explanatory diagram of the impedance table, FIG. 9 is an explanatory diagram of the reference remaining capacity table, and FIG. 10 is an explanatory diagram showing the reference remaining capacity and the remaining capacity after noise removal processing. It is.

図1は、本発明をエンジンとモータとを併用して走行するハイブリッド車両(HEV)に適用した例を示し、同図において、符号1は、HEVの電源ユニットである。この電源ユニット1には、蓄電デバイスとして例えば複数のセルを封止した電池パックを複数個直列に接続して構成されるバッテリ2と、バッテリ2の残存容量の演算、バッテリ2の冷却や充電の制御、異常検出及び異常検出時の保護動作等のエネルギーマネージメントを行う演算ユニット(演算ECU)3とが1つの筐体内にパッケージされている。   FIG. 1 shows an example in which the present invention is applied to a hybrid vehicle (HEV) that travels using both an engine and a motor. In the figure, reference numeral 1 denotes a HEV power supply unit. The power supply unit 1 includes, for example, a battery 2 configured by connecting a plurality of battery packs in which a plurality of cells are sealed in series as power storage devices, calculation of the remaining capacity of the battery 2, cooling and charging of the battery 2, and the like. An arithmetic unit (arithmetic ECU) 3 that performs energy management such as control, abnormality detection, and protection operation at the time of abnormality detection is packaged in one casing.

尚、本形態においては、蓄電デバイスとしてリチウムイオン二次電池を例に取って説明するが、本発明による残存容量の演算手法は、電気化学キャパシタやその他の二次電池にも適用可能である。   In this embodiment, a lithium ion secondary battery will be described as an example of an electricity storage device. However, the remaining capacity calculation method according to the present invention can also be applied to an electrochemical capacitor and other secondary batteries.

演算ECU3は、マイクロコンピュータ等から構成され、電圧センサ4で測定したバッテリ2の端子電圧V、電流センサ5で測定したバッテリ2の充放電電流I、温度センサ6で測定したバッテリ2の温度(セル温度)Tに基いて、所定時間t毎に充電状態(State of charge;SOC)すなわち残存容量SOC(t)を演算する。   The arithmetic ECU 3 is composed of a microcomputer or the like, and the terminal voltage V of the battery 2 measured by the voltage sensor 4, the charge / discharge current I of the battery 2 measured by the current sensor 5, and the temperature (cell) of the battery 2 measured by the temperature sensor 6. Based on (temperature) T, the state of charge (SOC), that is, the remaining capacity SOC (t) is calculated every predetermined time t.

この残存容量SOC(t)は、電源ユニット1の演算ECU3から、例えばCAN(Controller Area Network)通信等を介してHEV制御用電子制御ユニット(HEV制御用ECU)10に出力され、車両制御用の基本データ、バッテリ残量や警告用の表示用データ等として使用される。尚、残存容量SOC(t)は、周期的な演算における1演算周期前のデータ(後述するフィルタ処理のデータ)SOC(t-1)としても使用される。   This remaining capacity SOC (t) is output from the arithmetic ECU 3 of the power supply unit 1 to the HEV control electronic control unit (HEV control ECU) 10 via, for example, CAN (Controller Area Network) communication or the like, for vehicle control. Used as basic data, battery remaining amount, display data for warning, and the like. The remaining capacity SOC (t) is also used as data (filter processing data described later) SOC (t−1) before one calculation cycle in the periodic calculation.

HEV制御用ECU10は、同様にマイクロコンピュータ等から構成され、運転者からの指令に基づいて、HEVの運転、その他、必要な制御を行う。すなわち、HEV制御用ECU10は、電源ユニット1からの信号や図示しないセンサ・スイッチ類からの信号により、車両の状態を検出し、バッテリ2の直流電力を交流電力に変換してモータ15を駆動するインバータ20を初めとして、図示しないエンジンや自動変速機等を、専用の制御ユニットを介して或いは直接的に制御する。   The HEV control ECU 10 is similarly composed of a microcomputer or the like, and performs HEV operation and other necessary control based on a command from the driver. That is, the HEV control ECU 10 detects the state of the vehicle based on signals from the power supply unit 1 and signals from sensors and switches (not shown), and converts the DC power of the battery 2 into AC power to drive the motor 15. Starting with the inverter 20, an engine, an automatic transmission, etc. (not shown) are controlled via a dedicated control unit or directly.

演算ECU3における残存容量SOCの演算は、図2に示す推定アルゴリズムに従って実行される。このSOC推定アルゴリズムでは、バッテリの開放電圧の推定値に基づく残存容量を主体とし、この残存容量に対してノイズ除去処理を行って最終的な残存容量を得るようにしている。すなわち、開放電圧の推定値による残存容量は、電流が安定している領域では、正確な値を求めることができる反面、短時間で負荷が大きく変動した場合には、バッテリの開放電圧を推定する際のインピーダンスを正確に求めることができず、残存容量の算出値が振動する可能性がある。   The calculation of the remaining capacity SOC in the calculation ECU 3 is executed according to the estimation algorithm shown in FIG. In this SOC estimation algorithm, the remaining capacity based on the estimated value of the open circuit voltage of the battery is mainly used, and noise removal processing is performed on this remaining capacity to obtain the final remaining capacity. That is, the remaining capacity based on the estimated value of the open-circuit voltage can be obtained accurately in the region where the current is stable, but the open-circuit voltage of the battery is estimated when the load fluctuates greatly in a short time. There is a possibility that the calculated impedance value cannot vibrate because the impedance at that time cannot be obtained accurately.

従って、本SOC推定アルゴリズムでは、バッテリ2で測定可能なパラメータ、すなわち、端子電圧V、電流I、温度Tを用い、第1の残存容量算出手段としての機能により、バッテリの開放電圧VOCの推定値に基づいて残存容量(以下、開放電圧VOCの推定値に基づく残存容量を「基準残存容量」と称する)SOCVを算出し、リミッタ設定手段及び残存容量変化量算出手段としての機能によりノイズ除去処理を行い、第2の残存容量算出手段としての機能により最終的な残存容量SOCを算出するようにしている。   Accordingly, in the present SOC estimation algorithm, parameters that can be measured by the battery 2, that is, the terminal voltage V, current I, and temperature T are used, and the estimated value of the open circuit voltage VOC of the battery is obtained by the function as the first remaining capacity calculating means. The remaining capacity (hereinafter, the remaining capacity based on the estimated value of the open circuit voltage VOC is referred to as “reference remaining capacity”) SOCV is calculated, and the noise removal processing is performed by the function as the limiter setting means and the remaining capacity change amount calculating means. Thus, the final remaining capacity SOC is calculated by the function as the second remaining capacity calculating means.

これにより、バッテリの充放電状態をより的確に把握し、開放電圧の推定値に基づく基準残存容量SOCVを主体として、電流積算による誤差の累積を無くすと共に、基準残存容量SOCVを遅れ成分を助長することなく負荷変動による振動を抑制することができ、開放電圧の推定値による基準残存容量SOCVの利点を生かした正確な残存容量を求めることができる。   As a result, the state of charge / discharge of the battery can be grasped more accurately, the reference remaining capacity SOCV based on the estimated value of the open circuit voltage is mainly used, the accumulation of errors due to current integration is eliminated, and the reference remaining capacity SOCV is promoted with a delay component. Thus, vibration due to load fluctuation can be suppressed, and an accurate remaining capacity can be obtained by taking advantage of the reference remaining capacity SOCV based on the estimated value of the open circuit voltage.

具体的には、残存容量の演算処理は、演算ECU3における離散時間処理により、1演算周期前の残存容量SOC(t-1)を用いて実行される(図2のブロック図における遅延演算子Z-1)。すなわち、以下の(1)式に示すように、所定時間t毎に、現演算周期で算出した基準残存容量SOCV(t)と1演算周期前の残存容量SOC(t-1)との差分DSOCB(=SOCV(t)−SOC(t-1))を、バッテリ電流に基づいて設定した上下限リミッタを用いて制限幅内に飽和させ、この飽和させた残存容量変化量DSOCを1演算周期前の残存容量SOC(t-1)に加算して最終的な残存容量SOC(t)を算出する。
SOC(t)=SOC(t-1)+DSOC…(1)
Specifically, the remaining capacity calculation process is executed using the remaining capacity SOC (t−1) one calculation cycle before by the discrete time process in the calculation ECU 3 (delay operator Z in the block diagram of FIG. 2). -1 ). That is, as shown in the following equation (1), the difference DSOCB between the reference remaining capacity SOCV (t) calculated in the current calculation cycle and the remaining capacity SOC (t−1) one calculation cycle before every predetermined time t. (= SOCV (t) −SOC (t−1)) is saturated within the limit using an upper / lower limiter set based on the battery current, and the saturated remaining capacity change amount DSOC is one calculation cycle before The final remaining capacity SOC (t) is calculated by adding to the remaining capacity SOC (t-1).
SOC (t) = SOC (t-1) + DSOC (1)

上下限リミッタは、演算周期Δtにおける容量変化(Δt×I)の全体のバッテリ容量(電流容量)CBAHに対する比率を基準値として、この基準値を補正してリミッタ幅(制限幅)を定める上限値及び下限値を設定する。すなわち、以下の(2)式に従って、バッテリ容量CBAH、バッテリ電流I、演算周期Δtから上下限リミッタの基準値となる変化量基準値DSOCIを算出し、(3),(4)式に示すように、変化量基準値DSOCIを補正係数KLMTで補正して上限値DSOCMAX及び下限値DSOCMINを算出する。
DSOCI=│I×Δt/CBAH│…(2)
DSOCMAX=KLMT×DSOCI…(3)
DSOCMIN=−KLMT×DSOCI…(4)
The upper / lower limiter is an upper limit value that determines the limiter width (limit width) by correcting the reference value with the ratio of the capacity change (Δt × I) in the calculation cycle Δt to the total battery capacity (current capacity) CBAH as a reference value. And set the lower limit. That is, according to the following equation (2), a change amount reference value DSOCI that serves as a reference value for the upper and lower limiters is calculated from the battery capacity CBAH, the battery current I, and the calculation cycle Δt, as shown in equations (3) and (4) Further, the upper limit value DSOCMAX and the lower limit value DSOCMIN are calculated by correcting the change amount reference value DSOCI with the correction coefficient KLMT.
DSOCI = | I × Δt / CBAH | (2)
DSOCMAX = KLMT × DSOCI (3)
DSOCMIN = −KLMT × DSOCI (4)

尚、バッテリ容量CBAHは、図3に示すように、温度Tに依存して変化し、低温になる程、バッテリ容量が減少するため、例えば、温度Tをパラメータとするテーブルを作成しておき、このテーブルを参照してバッテリ容量CBAHを算出する。   As shown in FIG. 3, the battery capacity CBAH changes depending on the temperature T. Since the battery capacity decreases as the temperature becomes lower, for example, a table with the temperature T as a parameter is prepared. The battery capacity CBAH is calculated with reference to this table.

そして、1演算周期前の残存容量SOC(t-1)と基準残存容量SOCV(t)との差分DSOCBが、上下限リミッタの上限値DSOCMAXと下限値DSOCMINとの間にあるときには、差分DSOCBを、そのまま残存容量変化量DSOCとして用いる。この場合には、(1)式からも明らかなように、基準残存容量SOCV(t)が最終的な残存容量SOC(t)となる。   When the difference DSOCB between the remaining capacity SOC (t−1) and the reference remaining capacity SOCV (t) before one calculation cycle is between the upper limit value DSOCMAX and the lower limit value DSOCMIN of the upper / lower limiter, the difference DSOCB is The remaining capacity change amount DSOC is used as it is. In this case, as apparent from the equation (1), the reference remaining capacity SOCV (t) becomes the final remaining capacity SOC (t).

また、差分DSOCBが下限値DSOCMIN未満のときには、下限値DSOCMINを残存容量変化量DSOCとして採用し、1演算周期前の残存容量SOC(t-1)に下限値DSOCMINを加算した値を、最終的な残存容量SOC(t)とする。更に、差分DSOCBが上限値DSOCMAXを越えているときには、上限値DSOCMAXを残存容量変化量DSOCとして採用し、1演算周期前の残存容量SOC(t-1)に上限値DSOCMAXを加算した値を、最終的な残存容量SOC(t)とする。   When the difference DSOCB is less than the lower limit value DSOCMIN, the lower limit value DSOCMIN is adopted as the remaining capacity change amount DSOC, and a value obtained by adding the lower limit value DSOCMIN to the remaining capacity SOC (t−1) one calculation cycle before is finally obtained. It is assumed that the remaining capacity SOC (t). Further, when the difference DSOCB exceeds the upper limit value DSOCMAX, the upper limit value DSOCMAX is adopted as the remaining capacity change amount DSOC, and a value obtained by adding the upper limit value DSOCMAX to the remaining capacity SOC (t-1) before one calculation cycle is obtained. The final remaining capacity SOC (t) is assumed.

補正係数KLMTは、バッテリの充放電状態を反映するパラメータとして、電流の変化率を用いて決定する。電流変化率は、バッテリの負荷変動を直接的に反映しているが、単なる電流変化率では、スパイク的に発生する電流の急激な変化の影響を受けてしまう。このスパイク的な電流の影響は、所定のサンプリング数の単純平均、移動平均、加重平均等の処理により軽減することができるが、特に、電流の遅れを考慮した場合、バッテリの充放電状態の変化に対して、過去の履歴を過剰となることなく適切に反映することのできる移動平均を用いて補正係数KLMTを決定するようにしている。   The correction coefficient KLMT is determined using the rate of change of current as a parameter reflecting the charge / discharge state of the battery. Although the current change rate directly reflects the load change of the battery, the mere current change rate is affected by a sudden change in current that occurs in a spike manner. The effects of this spike-like current can be mitigated by processing such as simple averaging, moving average, weighted averaging, etc. of a predetermined number of samplings, but especially when current delay is taken into account, changes in the charge / discharge state of the battery On the other hand, the correction coefficient KLMT is determined using a moving average that can appropriately reflect the past history without becoming excessive.

具体的には、バッテリの電流変化率は温度Tの影響を受けることから、補正係数KLMTは、単位時間当りのバッテリ電流Iの移動平均値、すなわち、バッテリ電流Iの移動平均値をIMとすると、この移動平均値IMの時間tにおける電流変化率ΔIM/Δtと、バッテリ温度Tとに基づいて算出し、予め実験或いはシミュレーション等を実施して作成したテーブル等に格納しておく。   Specifically, since the rate of change of the battery current is affected by the temperature T, the correction coefficient KLMT is defined as the moving average value of the battery current I per unit time, that is, the moving average value of the battery current I is IM. The moving average value IM is calculated on the basis of the current change rate ΔIM / Δt at time t and the battery temperature T, and is stored in a table or the like created through experiments or simulations in advance.

図4は、移動平均による電流変化率ΔIM/Δtとバッテリ温度Tとに依存して変化する補正係数KLMTの特性を示すものであり、低温になる程、バッテリの内部インピーダンスが増加して開放電圧の推定の誤差が大きくなるため、補正係数KLMTの値が小さく設定され、また、ΔIM/Δtが小さくなる程、補正係数KLMTの値が大きくされる。   FIG. 4 shows the characteristics of the correction coefficient KLMT that changes depending on the current change rate ΔIM / Δt by the moving average and the battery temperature T. The lower the temperature, the higher the internal impedance of the battery and the open circuit voltage. Therefore, the value of the correction coefficient KLMT is set small, and the value of the correction coefficient KLMT is increased as ΔIM / Δt decreases.

すなわち、バッテリの負荷変動が小さく安定している状態(ΔIM/Δtが小さく、電流変化が小さい状態)では、補正係数KLMTは、上限値DSOCMAX及び下限値DSOCMINによるリミッタ幅を広げるように大きい値に設定され、突発的な変動のみを除去して最新の基準残存容量SOCV(t)を最終的な残存容量SOC(t)として採用する機会を増やすことにより、応答遅れを極力少なくすることができる。   That is, in a state where the load fluctuation of the battery is small and stable (a state where ΔIM / Δt is small and the current change is small), the correction coefficient KLMT is set to a large value so as to widen the limiter width by the upper limit value DSOCMAX and the lower limit value DSOCMIN. It is possible to reduce the response delay as much as possible by increasing the chance of adopting the latest reference remaining capacity SOCV (t) as the final remaining capacity SOC (t) by removing only sudden fluctuations.

逆に、負荷変動が大きい状態(ΔIM/Δtが大きく、電流変化が大きい状態)では、補正係数KLMTは、リミッタ幅を狭くするように小さい値に設定され、ノイズ成分を多く含むことが予想される現演算周期の基準残存容量SOCV(t)に代えて、バッテリ電流に基づく上下限リミッタの上限値DSOCMAX或いは下限値DSOCMINを採用することにより、遅れ成分を助長することなくノイズ成分を除去して変動を抑えることができる。   Conversely, in a state where the load fluctuation is large (a state where ΔIM / Δt is large and the current change is large), the correction coefficient KLMT is set to a small value so as to narrow the limiter width and is expected to contain a lot of noise components. By adopting the upper limit value DSOCMAX or the lower limit value DSOCMIN of the upper / lower limiter based on the battery current instead of the reference remaining capacity SOCV (t) of the current calculation cycle, the noise component is removed without promoting the delay component Variation can be suppressed.

また、電流積算を行うことなく、開放電圧VOCに基づく基準残存容量SOCVを主体として最終的な残存容量SOCを算出することから、バッテリ電流を検出する電流センサ5が故障した場合にも、或る程度の精度で残存容量SOCを算出することが可能である。すなわち、電流センサ異常時には、上下限リミッタの上限値DSOCMAXと下限値DSOCMINとを、それぞれ、予め設定した設定値FILMTで置き換えてリミッタ幅を固定することにより、所定の精度を確保することができ、円滑にフェールセーフ制御に移行させることができる。   Further, since the final remaining capacity SOC is calculated mainly based on the reference remaining capacity SOCV based on the open circuit voltage VOC without performing current integration, there is a case where the current sensor 5 that detects the battery current fails. It is possible to calculate the remaining capacity SOC with a certain degree of accuracy. That is, when the current sensor is abnormal, the upper limit value DSOCMAX and the lower limit value DSOCMIN of the upper / lower limiter are respectively replaced with the preset set value FILMT to fix the limiter width, thereby ensuring a predetermined accuracy. It is possible to smoothly shift to fail-safe control.

更に、本SOC推定アルゴリズムの特徴として、電池理論に基づいてバッテリ内部状況を電気化学的に把握するようにしており、バッテリ開放電圧VOCに基づく基準残存容量SOCVの演算精度の向上を図っている。以下、本推定アルゴリズムによる基準残存容量SOCVの演算について詳述する。   Further, as a feature of the present SOC estimation algorithm, the internal state of the battery is electrochemically grasped based on the battery theory, and the calculation accuracy of the reference remaining capacity SOCV based on the battery open voltage VOC is improved. Hereinafter, the calculation of the reference remaining capacity SOCV by this estimation algorithm will be described in detail.

基準残存容量SOCVを求めるには、先ず、図5に示す等価回路モデルを用いてバッテリの内部インピーダンスZを求める。この等価回路は、抵抗分R1〜R3、容量分C1,CPE1,CPE2(但し、CPE1,CPE2は二重層容量分)の各パラメータを、直列及び並列に組合わせた等価回路モデルであり、交流インピーダンス法における周知のCole-Coleプロットをカーブフィッティングすることにより、各パラメータを決定する。   In order to obtain the reference remaining capacity SOCV, first, the internal impedance Z of the battery is obtained using the equivalent circuit model shown in FIG. This equivalent circuit is an equivalent circuit model in which parameters of resistance components R1 to R3 and capacitance components C1, CPE1, and CPE2 (where CPE1 and CPE2 are double layer capacitance components) are combined in series and in parallel. Each parameter is determined by curve fitting a well-known Cole-Cole plot in the method.

これらのパラメータから求められるインピーダンスZは、バッテリの温度や電気化学的な反応速度、充放電電流の周波数成分によって大きく変化する。従って、インピーダンスZを決定するパラメータとして、前述の移動平均による電流変化率ΔIM/Δtを周波数成分の置き換えとして採用し、電流変化率ΔIM/Δtと温度Tとを条件とするインピーダンス測定を行ってデータを蓄積した後、温度Tと電流変化率ΔIM/Δtとに基づいてインピーダンスZのテーブル(後述する図8のインピーダンステーブル)を作成する。そして、このテーブルを利用してインピーダンスZを求め、このインピーダンスZと、実測した端子電圧Vと電流Iとから、以下の(5)式を用いて開放電圧VOCの推定値を求める。
VOC=V+I・Z …(5)
The impedance Z obtained from these parameters varies greatly depending on the temperature of the battery, the electrochemical reaction rate, and the frequency component of the charge / discharge current. Therefore, as the parameter for determining the impedance Z, the current change rate ΔIM / Δt based on the moving average described above is adopted as the replacement of the frequency component, and impedance measurement is performed with the current change rate ΔIM / Δt and the temperature T as conditions. Is stored, an impedance Z table (an impedance table in FIG. 8 described later) is created based on the temperature T and the current change rate ΔIM / Δt. Then, the impedance Z is obtained using this table, and the estimated value of the open circuit voltage VOC is obtained from the impedance Z, the measured terminal voltage V, and the current I using the following equation (5).
VOC = V + I · Z (5)

尚、詳細には、低温になる程、バッテリの内部インピーダンスが増加して電流変化率が小さくなるため、後述するように、インピーダンスZは、直接的には、電流変化率ΔIM/Δtを温度補正した補正後電流変化率KΔIM/Δtを用いて決定する。   More specifically, since the internal impedance of the battery increases and the current change rate decreases as the temperature decreases, the impedance Z directly corrects the current change rate ΔIM / Δt as described later. It is determined using the corrected current change rate KΔIM / Δt.

開放電圧VOCの推定後は、バッテリ内の電気化学的な関係に基づいて基準残存容量SOCVを演算する。具体的には、平衡状態での電極電位とイオンの活量との関係を記述した周知のネルンストの式を適用し、開放電圧VOCと基準残存容量SOCVとの関係を表すと、以下の(6)式を得ることができる。
VOC=E+[(Rg・T/Ne・F)×lnSOCV/(100−SOCV)]+Y…(6)
但し、E :標準電極電位(本形態のリチウムイオン電池では、E=3.745)
Rg:気体定数(8.314J/mol−K)
T :温度(絶対温度K)
Ne:イオン価数(本形態のリチウムイオン電池では、Ne=1)
F :ファラデー定数(96485C/mol)
After the open circuit voltage VOC is estimated, the reference remaining capacity SOCV is calculated based on the electrochemical relationship in the battery. Specifically, a well-known Nernst equation describing the relationship between the electrode potential and the ion activity in the equilibrium state is applied, and the relationship between the open circuit voltage VOC and the reference remaining capacity SOCV is expressed as (6 ) Formula can be obtained.
VOC = E + [(Rg · T / Ne · F) × lnSOCV / (100−SOCV)] + Y (6)
However, E: Standard electrode potential (E = 3.745 in the lithium ion battery of this embodiment)
Rg: Gas constant (8.314 J / mol-K)
T: temperature (absolute temperature K)
Ne: Ion valence (Ne = 1 in the lithium ion battery of this embodiment)
F: Faraday constant (96485 C / mol)

尚、(6)式におけるYは補正項であり、常温における電圧−SOC特性をSOCの関数で表現したものである。SOCV=Xとすると、以下の(7)式に示すように、SOCの三次関数で表すことができる。
Y=−10-63+9・10-52+0.013X−0.7311…(7)
Note that Y in the equation (6) is a correction term and expresses the voltage-SOC characteristic at normal temperature as a function of SOC. If SOCV = X, it can be expressed by a cubic function of SOC as shown in the following equation (7).
Y = −10 −6 X 3 + 9 · 10 −5 X 2 + 0.013X−0.7311 (7)

以上の(6)式で表現される開放電圧VOCと基準残存容量SOCVとの具体的な相関関係は、電池の種類や特性によって異なり、例えば、リチウムイオン電池では、図6に示すような曲線で表すことができる。図6に示す開放電圧VOCと基準残存容量SOCVとの関係は、開放電圧VOCの変化に対して基準残存容量SOCVの変化が平坦となることなく、単調変化する曲線によって表される相関関係であり、開放電圧VOCの値を知ることで基準残存容量SOCVの値を明確に把握することができる。   The specific correlation between the open circuit voltage VOC expressed by the above equation (6) and the reference remaining capacity SOCV varies depending on the type and characteristics of the battery. For example, in a lithium ion battery, the curve is as shown in FIG. Can be represented. The relationship between the open circuit voltage VOC and the reference remaining capacity SOCV shown in FIG. 6 is a correlation represented by a curve that changes monotonously without a change in the reference remaining capacity SOCV being flat with respect to a change in the open circuit voltage VOC. By knowing the value of the open circuit voltage VOC, the value of the reference remaining capacity SOCV can be clearly grasped.

また、基準残存容量SOCVは、開放電圧VOCのみならずバッテリ温度Tとの間にも強い相関性があることがわかり、図6に示すように、開放電圧VOCが同じ値であっても、バッテリ温度Tが下がると基準残存容量SOCVが減少する。この場合、開放電圧VOCと温度Tとをパラメータとして、直接、(6)式を用いて基準残存容量SOCVを算出することも可能であるが、実際には使用する電池特有の充放電特性や使用条件等に対する考慮が必要となる。   Further, it can be seen that the reference remaining capacity SOCV has a strong correlation not only with the open circuit voltage VOC but also with the battery temperature T, and even if the open circuit voltage VOC has the same value as shown in FIG. When the temperature T decreases, the reference remaining capacity SOCV decreases. In this case, it is possible to directly calculate the reference remaining capacity SOCV by using the equation (6) using the open-circuit voltage VOC and the temperature T as parameters, but in actuality, the charge / discharge characteristics and usage specific to the battery to be used are used. Consideration of conditions is necessary.

従って、以上の(6)式の関係から実際の電池の状態を把握する場合には、常温でのSOC−Vo特性を基準として、各温度域での充放電試験或いはシミュレーションを行い、実測データを蓄積する。そして、蓄積した実測データから開放電圧VOCと温度Tとをパラメータする基準残存容量SOCVのテーブル(後述する図9の基準残存容量テーブル)を作成しておき、このテーブルを利用して基準残存容量SOCVを求める。基準残存容量SOCVを求めた後は、前述の(1)式を主とするノイズ除去処理を行い、最終的な残存容量SOCを算出する。   Therefore, when grasping the actual state of the battery from the relationship of the above equation (6), a charge / discharge test or simulation in each temperature range is performed on the basis of the SOC-Vo characteristic at room temperature, and the measured data is obtained. accumulate. Then, a table of reference remaining capacity SOCV (reference remaining capacity table of FIG. 9 described later) that parameters open circuit voltage VOC and temperature T is created from the accumulated measured data, and the reference remaining capacity SOCV is used using this table. Ask for. After obtaining the reference remaining capacity SOCV, a noise removal process mainly using the above-described equation (1) is performed to calculate the final remaining capacity SOC.

次に、以上のノイズ除去処理によるバッテリの残存容量SOCの算出処理について、図7のフローチャートを用いて説明する。   Next, the calculation process of the battery remaining capacity SOC by the above noise removal process will be described with reference to the flowchart of FIG.

図7のフローチャートは、電源ユニット1の演算ECU3における残存容量推定の基本的な処理を示すものであり、所定時間毎(例えば、0.1sec毎)に実行される。この処理がスタートすると、先ず、ステップS1において、バッテリ2の端子電圧V、電流I、温度T、及び、前回の演算処理時に算出した残存容量SOC(t-1)のデータを読込む。尚、端子電圧Vは複数の電池パックの平均値、電流Iは複数の電池パックの電流の総和を取り、それぞれ、例えば0.1sec毎にデータを取得するものとする。また、温度Tは、例えば10sec毎に取得するものとする。   The flowchart of FIG. 7 shows a basic process of remaining capacity estimation in the arithmetic ECU 3 of the power supply unit 1, and is executed at predetermined time intervals (for example, every 0.1 sec). When this process starts, first, in step S1, the terminal voltage V, current I, temperature T of the battery 2 and data of the remaining capacity SOC (t−1) calculated during the previous calculation process are read. The terminal voltage V is the average value of the plurality of battery packs, and the current I is the sum of the currents of the plurality of battery packs. For example, data is acquired every 0.1 sec. The temperature T is acquired every 10 seconds, for example.

次に、ステップS2へ進み、電流Iを移動平均して単位時間当りの電流変化率ΔIM/Δtを取得する。電流Iの移動平均は、例えば、電流Iのサンプリングを0.1sec毎、電流積算の演算周期を0.5sec毎とした場合、5個のデータを移動平均する。更に、ステップS3において、バッテリ等価回路のインピーダンスZを、図8に示すインピーダンステーブルを参照して算出する。図8のインピーダンステーブルは、電流変化率ΔIM/Δt(単位時間当たりの電流Iの移動平均値)を温度補正した補正後電流変化率KΔIM/Δtと温度Tとをパラメータとして、等価回路のインピーダンスZを格納したものであり、概略的には、補正後電流変化率KΔIM/Δtが同じ場合には、温度Tが低くなる程、インピーダンスZが増加し、同じ温度では、補正後電流変化率KΔIM/Δtが小さくなる程、インピーダンスZが増加する傾向を有している。   Next, the process proceeds to step S2 to obtain a current change rate ΔIM / Δt per unit time by averaging the current I. For example, when the current I is sampled every 0.1 sec and the current integration calculation cycle is every 0.5 sec, the moving average of the current I is a moving average of five data. Further, in step S3, the impedance Z of the battery equivalent circuit is calculated with reference to the impedance table shown in FIG. The impedance table of FIG. 8 shows the impedance Z of the equivalent circuit with the corrected current change rate KΔIM / Δt obtained by correcting the temperature of the current change rate ΔIM / Δt (moving average value of the current I per unit time) and the temperature T as parameters. In general, when the corrected current change rate KΔIM / Δt is the same, the impedance Z increases as the temperature T becomes lower. At the same temperature, the corrected current change rate KΔIM / As Δt decreases, the impedance Z tends to increase.

ステップS3に続くステップS4では、算出したインピーダンスZを用い、前述の(5)式に従って、バッテリ2の開放電圧VOCを算出する。そして、ステップS5で、温度Tと開放電圧VOCとをパラメータとして、図9に示す基準残存容量テーブルを参照し、基準残存容量SOCVを算出する。この基準残存容量テーブルは、前述したように、ネルンストの式に基づいてバッテリ内の電気化学的な状態を把握して作成したテーブルであり、概略的には、温度T及び開放電圧VOCが低くなる程、基準残存容量SOCVが小さくなり、温度T及び開放電圧VOCが高くなる程、基準残存容量SOCVが大きくなる傾向を有している。   In step S4 subsequent to step S3, the open-circuit voltage VOC of the battery 2 is calculated according to the above-described equation (5) using the calculated impedance Z. In step S5, the reference remaining capacity SOCV is calculated by referring to the reference remaining capacity table shown in FIG. 9 using the temperature T and the open circuit voltage VOC as parameters. As described above, the reference remaining capacity table is a table created by grasping the electrochemical state in the battery based on the Nernst equation. In general, the temperature T and the open circuit voltage VOC are lowered. As the reference remaining capacity SOCV decreases, the reference remaining capacity SOCV tends to increase as the temperature T and the open circuit voltage VOC increase.

尚、図8,9においては、通常の条件下で使用される範囲のデータを示し、他の範囲のデータは記載を省略してある。   In FIGS. 8 and 9, data in a range used under normal conditions is shown, and data in other ranges is omitted.

その後、ステップS6へ進み、バッテリ温度Tをパラメータとしてバッテリ容量CBAHをテーブル参照等により求めた後、前述の(2)式に従って、バッテリ容量CBAHとバッテリ電流Iと演算周期Δtとから変化量基準値DSOCIを算出する。更に、ステップS7で、電流変化率ΔIM/Δtとバッテリ温度Tとに基づいて、テーブル参照等により補正係数KLMTを算出する。この補正係数KLMTは、前述したように、概略的には、電流変化率ΔIM/Δtが大きくなる程、すなわち、バッテリ負荷変動が大きい程、残存容量の変化量に対するリミッタ幅を狭くしてノイズを効果的に除去するように設定される。   Thereafter, the process proceeds to step S6, where the battery capacity CBAH is obtained by referring to the table or the like using the battery temperature T as a parameter. DSOCI is calculated. Further, in step S7, based on the current change rate ΔIM / Δt and the battery temperature T, a correction coefficient KLMT is calculated by referring to a table or the like. As described above, the correction coefficient KLMT is generally reduced by reducing the limiter width with respect to the change amount of the remaining capacity as the current change rate ΔIM / Δt increases, that is, as the battery load fluctuation increases. Set to effectively remove.

補正係数KLMTを算出した後は、ステップS8へ進み、電流センサ5が故障していないかの故障判定を行う。なお、電流センサ5に対する故障判定は、例えば電流センサ5による検出値が通常取り得ない値を示しているとき故障と判定する。その結果、電流センサ5が正常である場合には、ステップS8からステップS9へ進んで、前述の(3),(4)式に従って、変化量基準値DSOCIと補正係数KLMTとから上限値DSOCMAX及び下限値DSOCMINを算出し、ステップS11へ進む。万一、電流センサ5が故障している場合には、ステップS8からステップS10へ進み、上限値DSOCMAX、下限値DSOCMINを、それぞれ、設定値FILMT,−FILMTに固定し(DSOCMAX=FILMT,DSOCMIN=−FILMT)、ステップS11へ進む。   After calculating the correction coefficient KLMT, the process proceeds to step S8 to determine whether or not the current sensor 5 has failed. The failure determination for the current sensor 5 is determined to be a failure when, for example, the detection value by the current sensor 5 indicates a value that cannot normally be taken. As a result, when the current sensor 5 is normal, the process proceeds from step S8 to step S9, and the upper limit value DSOCMAX and the change value reference value DSOCI and the correction coefficient KLMT are calculated according to the above-described equations (3) and (4). The lower limit value DSOCMIN is calculated, and the process proceeds to step S11. If the current sensor 5 has failed, the process proceeds from step S8 to step S10, and the upper limit value DSOCMAX and the lower limit value DSOCMIN are fixed to the set values FILMT and -FILMT, respectively (DSOCMAX = FILMT, DSOCMIN = -FILMT), go to step S11.

ステップS11では、ステップS5で算出した現演算周期での基準残存容量SOCV(t)から1演算周期前の残存容量SOC(t-1)を減算して差分DSOCBを算出し、ステップS12で、差分DSOCBが下限値DSOCMIN未満か否かを調べる。そして、DSOCB<DSOCMINの場合には、ステップS12からステップS16へ進んで、下限値DSOCMINを残存容量変化量DSOCとして(DSOC=DSOCMIN)、ステップS17へ進む。   In step S11, the difference DSOCB is calculated by subtracting the remaining capacity SOC (t-1) of the previous calculation cycle from the reference remaining capacity SOCV (t) in the current calculation cycle calculated in step S5. In step S12, the difference DSOCB is calculated. It is checked whether DSOCB is less than the lower limit DSOCMIN. If DSOCB <DSOCMIN, the process proceeds from step S12 to step S16, the lower limit DSOCMIN is set as the remaining capacity change amount DSOC (DSOC = DSOCMIN), and the process proceeds to step S17.

一方、DSOCB≧DSOCMINの場合には、ステップS12からステップS13へ進み、差分DSOCBが上限値DSOCMAX以下か否かを調べる。そして、DSOCB>DSOCMAXの場合には、ステップS14で上限値DSOCMAXを残存容量変化量DSOCとし(DSOC=DSOCMAX)、ステップS17で、前述の(1)式に従い、1演算周期前の残存容量SOC(t-1)に残存容量変化量DSOCを加算して新たな残存容量SOC(t)を算出し、1サイクルの本処理を終了する。   On the other hand, if DSOCB ≧ DSOCMIN, the process proceeds from step S12 to step S13 to check whether the difference DSOCB is equal to or lower than the upper limit value DSOCMAX. If DSOCB> DSOCMAX, the upper limit value DSOCMAX is set as the remaining capacity change amount DSOC in step S14 (DSOC = DSOCMAX), and in step S17, the remaining capacity SOC (one calculation cycle before the calculation cycle according to the above-described equation (1) ( The remaining capacity change amount DSOC is added to t-1) to calculate a new remaining capacity SOC (t), and one cycle of this process is completed.

また、DSOCB≦DSOCMAXの場合には、ステップS15で、差分DSOCBを残存容量変化量DSOCとし(DSOC=DSOCB)、ステップS17で、前述の(1)式に従い、1演算周期前の残存容量SOC(t-1)に残存容量変化量DSOCを加算して新たな残存容量SOC(t)を算出し、1サイクルの本処理を終了する。この場合には、ステップS5で算出した現演算周期での基準残存容量SOCV(t)が新たな残存容量SOC(t)となる。   If DSOCB ≦ DSOCMAX, the difference DSOCB is set as the remaining capacity change amount DSOC in step S15 (DSOC = DSOCB), and in step S17, the remaining capacity SOC (one calculation cycle before the calculation cycle (1) is calculated according to the above equation (1). The remaining capacity change amount DSOC is added to t-1) to calculate a new remaining capacity SOC (t), and one cycle of this process is completed. In this case, the reference remaining capacity SOCV (t) in the current calculation cycle calculated in step S5 becomes the new remaining capacity SOC (t).

図10は、基準残存容量SOCVとノイズ除去処理後の残存容量SOCとを示し、開放電圧VOCに基づく基準残存容量SOCVの振動的なノイズ成分が効果的に除去されていることがわかる。しかも、フィルタ等による“なまし”処理を用いることなくノイズ成分を除去するため、バッテリ電流の変動が少なく安定している状態で遅れが生じてしまうといったことがなく、正確且つ追従性良く残存容量を把握することが可能となる。   FIG. 10 shows the reference remaining capacity SOCV and the remaining capacity SOC after the noise removal process, and it can be seen that the vibrational noise component of the reference remaining capacity SOCV based on the open circuit voltage VOC is effectively removed. In addition, noise components are removed without using a “smoothing” process such as a filter, so that there is no delay in a stable state with little fluctuation in battery current, and the remaining capacity is accurate and with good followability. Can be grasped.

ハイブリッド車への適用例を示すシステム構成図System configuration diagram showing an example of application to a hybrid vehicle バッテリ残存容量の推定アルゴリズムを示すブロック図Block diagram showing the remaining battery capacity estimation algorithm バッテリ容量と温度との関係を示す説明図Explanatory diagram showing the relationship between battery capacity and temperature 補正係数の特性を示す説明図、An explanatory view showing the characteristics of the correction coefficient, 等価回路モデルを示す回路図Circuit diagram showing equivalent circuit model 基準残存容量と開放電圧との関係を示す説明図Explanatory diagram showing the relationship between reference remaining capacity and open circuit voltage バッテリ残存容量算出処理のフローチャートFlow chart of remaining battery capacity calculation processing インピーダンステーブルの説明図Illustration of impedance table 基準残存容量テーブルの説明図Illustration of the standard remaining capacity table 基準残存容量とノイズ除去処理後の残存容量とを示す説明図Explanatory diagram showing the reference remaining capacity and the remaining capacity after noise removal processing

符号の説明Explanation of symbols

1 電源ユニット
2 バッテリ
3 演算ユニット(第1の残存容量算出手段、リミッタ設定手段、残存容量変化量算出手段、第2の残存容量算出手段)
I 充放電電流
SOCV 基準残存容量
SOC 残存容量
VOC 開放電圧
DSOCB 差分
DSOC 残存容量変化量
DSOCMAX 上限値
DSOCMIN 下限値
DSOCI 変化量基準値
KLMT 補正係数
代理人 弁理士 伊 藤 進
DESCRIPTION OF SYMBOLS 1 Power supply unit 2 Battery 3 Arithmetic unit (1st remaining capacity calculation means, limiter setting means, remaining capacity change amount calculation means, 2nd remaining capacity calculation means)
I Charge / discharge current SOCV Reference remaining capacity SOC Remaining capacity VOC Open circuit voltage DSOCB Difference DSOC Residual capacity change amount DSOCMAX Upper limit value DSOCMIN Lower limit value DSOCI Change amount reference value KLMT Correction coefficient
Agent Patent Attorney Susumu Ito

Claims (5)

蓄電デバイスの開放電圧の推定値に基づく残存容量を、基準残存容量として算出する第1の残存容量算出手段と、
上記蓄電デバイスの充放電電流に基づいて、残存容量の変化量を制限するリミッタを設定するリミッタ設定手段と、
上記第1の残存容量算出手段で算出した基準残存容量と1演算周期前の残存容量との差分を上記リミッタ設定手段で設定したリミッタの制限幅内に規制し、残存容量変化量として算出する残存容量変化量算出手段と、
1演算周期前の残存容量に上記残存容量変化量算出手段で算出した残存容量変化量を加算し、上記蓄電デバイスの残存容量を算出する第2の残存容量算出手段とを備えたことを特徴とする蓄電デバイスの残存容量演算装置。
First remaining capacity calculating means for calculating a remaining capacity based on an estimated value of an open circuit voltage of the electricity storage device as a reference remaining capacity;
Limiter setting means for setting a limiter for limiting the amount of change in the remaining capacity based on the charge / discharge current of the power storage device,
The difference between the reference remaining capacity calculated by the first remaining capacity calculating means and the remaining capacity one calculation cycle before is restricted within the limiter limit set by the limiter setting means, and the remaining capacity calculated as the remaining capacity change amount Capacity change amount calculating means;
And a second remaining capacity calculating means for calculating the remaining capacity of the power storage device by adding the remaining capacity change calculated by the remaining capacity change calculating means to the remaining capacity before one calculation cycle. Device for calculating remaining capacity of a storage device.
上記残存容量変化量算出手段は、
上記差分が上記リミッタの制限幅の下限値未満のとき、該下限値を上記残存容量変化量として算出し、上記差分が上記リミッタの制限幅内のとき、上記差分を上記残存容量変化量として算出し、上記差分が上記リミッタの制限幅の上限値を越えているとき、該上限値を上記残存容量変化量として算出することを特徴とする請求項1記載の蓄電デバイスの残存容量演算装置。
The remaining capacity change amount calculating means is:
When the difference is less than the lower limit value of the limiter limit, the lower limit value is calculated as the remaining capacity change amount. When the difference is within the limiter limit range, the difference is calculated as the remaining capacity change amount. The remaining capacity calculation device for an electricity storage device according to claim 1, wherein when the difference exceeds an upper limit value of the limit width of the limiter, the upper limit value is calculated as the remaining capacity change amount.
上記リミッタ設定手段は、
上記蓄電デバイスの電流容量に対する充放電電流の変化量の比率に基づいて、上記リミッタの制限幅の基準値となる変化量基準値を算出することを特徴とする請求項1又は2記載の蓄電デバイスの残存容量演算装置。
The limiter setting means is
3. The power storage device according to claim 1, wherein a change amount reference value that is a reference value of a limit width of the limiter is calculated based on a ratio of a change amount of the charge / discharge current to a current capacity of the power storage device. Remaining capacity calculation device.
上記リミッタ設定手段は、
上記変化量基準値を、上記蓄電デバイスの充放電電流の電流変化率と温度とに基づいて算出した補正係数により補正し、上記リミッタの制限幅の上限値及び下限値を算出することを特徴とする請求項3記載の蓄電デバイスの残存容量演算装置。
The limiter setting means is
The change reference value is corrected by a correction coefficient calculated based on the current change rate and temperature of the charge / discharge current of the power storage device, and an upper limit value and a lower limit value of the limit width of the limiter are calculated. The remaining capacity computing device for an electricity storage device according to claim 3.
上記リミッタ設定手段は、
上記蓄電デバイスの充放電電流を検出するセンサが異常のとき、予め設定した固定値で上記リミッタの制限幅を設定することを特徴とする請求項1又は2記載の蓄電デバイスの残存容量演算装置。
The limiter setting means is
3. The remaining capacity computing device for an electrical storage device according to claim 1, wherein when the sensor that detects the charge / discharge current of the electrical storage device is abnormal, the limit width of the limiter is set with a preset fixed value.
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