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    • 6. 发明授权
    • Fast search algorithm for finding initial diffusion voltage in electro-chemical systems
    • 用于在电化学系统中寻找初始扩散电压的快速搜索算法
    • US08054046B2
    • 2011-11-08
    • US12018653
    • 2008-01-23
    • Jian LinBrian J. KochDamon R. FrischMichael J. Gielniak
    • Jian LinBrian J. KochDamon R. FrischMichael J. Gielniak
    • H02J7/04
    • B60L11/1851B60L2210/20G01R31/362G01R31/3651H01M10/441H01M10/482Y02T10/7005Y02T10/705Y02T10/725Y10S903/903
    • A method for rapidly determining an initial diffusion voltage (Vdiff)initial as a starting point in calculating a diffusion voltage in an electro-chemical cell (e.g., a battery used in an automotive vehicle) includes obtaining a time difference toff between a time when the cell was last turned-OFF and a time when the cell was next turned-ON, selecting a starting diffusion voltage (Vdiff)start based on toff, determining a trial diffusion voltage Vdiff based on a diffusion circuit model and (Vdiff)start, calculating an error voltage Verror=(Vdiff)−|VOFF−VON| where VOFF and VON are cell voltages at turn-OFF and turn-ON respectively, repeating the foregoing determining and calculating steps using for each iteration (Vdiff)start=(Vdiff)previous+Verror until Verror is less than or equal to a first predetermined tolerance amount ε, storing in a memory a value of Vdiff corresponding to the condition Verror≦ε, and setting (Vdiff)initial equal to the just stored value of Vdiff. A further diffusion voltage Vdiff is then determined using the same diffusion circuit model and the just obtained (Vdiff)initial and is advantageously used by a controller in an electric propulsion vehicle to determine a state of charge of the propulsion battery.
    • 一种用于在计算电化学电池(例如,汽车中使用的电池)中的扩散电压的初始点的初始扩散电压(Vdiff)初始化的起始点的方法包括获得时间差toff, 电池最后关闭,电池下一次接通的时间,基于toff选择起始扩散电压(Vdiff)开始,基于扩散电路模型确定试验扩散电压Vdiff(Vdiff)开始,计算 误差电压Verror =(Vdiff) - | VOFF-VON | 其中VOFF和VON分别是关断和导通时的电池电压,重复上述确定和计算步骤,用于每次迭代(Vdiff)开始=(Vdiff)先前+ Verror,直到Verror小于或等于第一预定 容许量&egr;在存储器中存储与条件Verror≦̸&egr相对应的Vdiff的值,以及设置(Vdiff)初始值等于刚刚存储的Vdiff值。 然后使用相同的扩散电路模型和刚刚获得的(Vdiff)初始值确定另外的扩散电压Vdiff,并且有利地由电动推进车辆中的控制器使用以确定推进电池的充电状态。
    • 7. 发明授权
    • Adaptive filter algorithm for estimating battery state-of-age
    • 用于估计电池状态的自适应滤波器算法
    • US07714736B2
    • 2010-05-11
    • US11927785
    • 2007-10-30
    • Michael J. Gielniak
    • Michael J. Gielniak
    • G08B21/00
    • G01R31/3679
    • A system for and method of estimating the state-of-age of a secondary cell utilizing an adaptive group filter algorithm, includes battery current, voltage, and temperature sensors, a communication device, and a controller communicatively coupled to the sensors and device, configured to filter data by analyzing only sample data points from instantaneous charge or discharge events, selecting only a sample of n instantaneous points for further regression, including n/2 charge event points and n/2 discharge event points, and separately averaging the charge and discharge event points, and further configured to determine the state-of-age by determining a resistance slope based on the rate of current and voltage change between the averages of the points, and matching the slope to a calibrated scalar or relational database.
    • 使用自适应组滤波算法来估计二次电池的状态的系统和方法包括电池电流,电压和温度传感器,通信设备和通信地耦合到传感器和设备的控制器,配置 通过仅分析来自瞬时充电或放电事件的采样数据点来过滤数据,仅选择n个瞬时点的样本进一步回归,包括n / 2个充电事件点和n / 2个放电事件点,并分别对充电和放电进行平均 并且还被配置为通过基于点的平均值之间的电流和电压变化的速率确定电阻斜率,并将斜率与校准的标量或关系数据库进行匹配来确定年龄。
    • 9. 发明申请
    • Adaptive Filter Algorithm for Estimating Battery State-of-Age
    • 用于估算电池状态的自适应滤波算法
    • US20090109046A1
    • 2009-04-30
    • US11927785
    • 2007-10-30
    • Michael J. Gielniak
    • Michael J. Gielniak
    • G01R31/36G06F19/00G08B21/00H01M10/48
    • G01R31/3679
    • A system for and method of estimating the state-of-age of a secondary cell utilizing an adaptive group filter algorithm, includes battery current, voltage, and temperature sensors, a communication device, and a controller communicatively coupled to the sensors and device, configured to filter data by analyzing only sample data points from instantaneous charge or discharge events, selecting only a sample of n instantaneous points for further regression, including n/2 charge event points and n/2 discharge event points, and separately averaging the charge and discharge event points, and further configured to determine the state-of-age by determining a resistance slope based on the rate of current and voltage change between the averages of the points, and matching the slope to a calibrated scalar or relational database.
    • 使用自适应组滤波算法来估计二次电池的状态的系统和方法包括电池电流,电压和温度传感器,通信设备和通信地耦合到传感器和设备的控制器,配置 通过仅分析来自瞬时充电或放电事件的采样数据点来过滤数据,仅选择n个瞬时点的样本进一步回归,包括n / 2个充电事件点和n / 2个放电事件点,并分别对充电和放电进行平均 并且还被配置为通过基于点的平均值之间的电流和电压变化的速率确定电阻斜率,并将斜率与校准的标量或关系数据库进行匹配来确定年龄。
    • 10. 发明申请
    • FAST SEARCH ALGORITHM FOR FINDING INITIAL DIFFUSION VOLTAGE IN ELECTRO-CHEMICAL SYSTEMS
    • 快速搜索算法在电化学系统中发现初始扩散电压
    • US20080135315A1
    • 2008-06-12
    • US12018653
    • 2008-01-23
    • JIAN LINBRIAN J. KOCHDAMON R. FRISCHMICHAEL J. GIELNIAK
    • JIAN LINBRIAN J. KOCHDAMON R. FRISCHMICHAEL J. GIELNIAK
    • G01R19/00G01R31/36B60K6/28
    • B60L11/1851B60L2210/20G01R31/362G01R31/3651H01M10/441H01M10/482Y02T10/7005Y02T10/705Y02T10/725Y10S903/903
    • A method for rapidly determining an initial diffusion voltage (Vdiff)initial as a starting point in calculating a diffusion voltage in an electro-chemical cell (e.g., a battery used in an automotive vehicle) includes obtaining a time difference toff between a time when the cell was last turned-OFF and a time when the cell was next turned-ON, selecting a starting diffusion voltage (Vdiff)start based on toff, determining a trial diffusion voltage Vdiff based on a diffusion circuit model and (Vdiff)start, calculating an error voltage Verror=(Vdiff)−|VOFF−VON| where VOFF and VON are cell voltages at turn-OFF and turn-ON respectively, repeating the foregoing determining and calculating steps using for each iteration (Vdiff)start=(Vdiff)previous+Verror until Verror is less than or equal to a first predetermined tolerance amount ε, storing in a memory a value of Vdiff corresponding to the condition Verror≦ε, and setting (Vdiff)initial equal to the just stored value of Vdiff. A further diffusion voltage Vdiff is then determined using the same diffusion circuit model and the just obtained (Vdiff)initial and is advantageously used by a controller in an electric propulsion vehicle to determine a state of charge of the propulsion battery.
    • 一种用于在计算电化学电池中的扩散电压(例如,电化学电池中使用的电池)的初始扩散电压(V SUB)初始值作为起始点的方法 汽车)包括在电池最后断开的时间与电池下一次接通的时间之间获得时间差t OFF,选择起始扩散电压(V off 开始 开始开始,计算误差电压V =(V> diff ) - | V OFF -V ON 其中V OFF和/或ON分别是关断和接通时的单元电压,重复上述每个迭代使用的确定和计算步骤(V SUB) 开始 =(V SUB)以前的 + V 错误 / SUB>小于或等于第一预定公差量ε,在存储器中存储对应于条件V≠ε的ε值,以及 设置(V SUB)/ SUB>初始值等于刚刚存储的V diff的值。 然后使用相同的扩散电路模型和刚刚获得的(V SUB)初始值来确定另外的扩散电压V SUB diff,并且有利地由 电动推进车辆中的控制器,以确定推进电池的充电状态。