CN103973182B - Method for controlling operation of automotive generator on basis of efficiency and automotive electronic controller - Google Patents
Method for controlling operation of automotive generator on basis of efficiency and automotive electronic controller Download PDFInfo
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- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
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Abstract
本发明涉及汽车电子技术,特别涉及在汽车行驶中通过控制汽车发动机的运行来优化能源使用效率的方法以及基于该方法的汽车电子控制器。按照本发明实施例基于效率的汽车发电机运行控制方法包括下列步骤:获取所述蓄电池的荷电状态和汽车的行驶速度;以及如果所述荷电状态高于盈电阈值,则根据所述荷电状态和行驶速度确定所述发电机的输出电压的减小程度和向所述蓄电池充电的电流强度。
The invention relates to automobile electronic technology, in particular to a method for optimizing energy use efficiency by controlling the operation of an automobile engine during automobile driving and an automobile electronic controller based on the method. According to an embodiment of the present invention, the method for controlling the operation of an automobile generator based on efficiency includes the following steps: obtaining the state of charge of the storage battery and the driving speed of the automobile; The electrical state and travel speed determine the degree of reduction in the output voltage of the generator and the amperage to charge the battery.
Description
技术领域technical field
本发明涉及汽车电子技术,特别涉及在汽车行驶中通过控制汽车发动机的运行来优化能源使用效率的方法以及基于该方法的汽车电子控制器。The invention relates to automobile electronic technology, in particular to a method for optimizing energy use efficiency by controlling the operation of an automobile engine during automobile driving and an automobile electronic controller based on the method.
背景技术Background technique
在现代社会中,汽车一直是石油消费的主力。随着化石燃料资源的日益减少以及全球气候变暖趋势的愈发明显,世界各国都从法律和经济层面对汽车的油耗作出限定。因此如何提高电能利用效率一直是业界关注的核心课题。In modern society, automobiles have always been the main force of oil consumption. With the dwindling of fossil fuel resources and the increasing trend of global warming, countries all over the world have set limits on the fuel consumption of cars from the legal and economic aspects. Therefore, how to improve the efficiency of electric energy utilization has always been a core topic of concern in the industry.
汽车供电系统主要由储能装置(例如蓄电池或超级电容器)、能量转换装置(例如将机械能转换为电能的发电机)、起动机和控制单元组成。在汽车供电系统中,控制单元是整个系统的核心,它负责根据用电负荷、蓄电池状态和发电机状态等工况确定和实施合适的电能管理策略。起动机利用蓄电池的能量将汽车发动机启动,使发动机在所需的工作状态下运转。发动机运转时将带动发电机发电,并按汽车电气系统的电压要求向汽车的用电负载供电和向蓄电池充电。例如,在控制单元的控制下,如果汽车电气系统的用电电流大于发电机的供电电流,则蓄电池就会放电,以弥补不足的电流,反之,如果汽车电气系统的用电电流小于发电机的供电电流,则电流差的一部分作为蓄电池的充电电流而流入蓄电池。The vehicle power supply system mainly consists of an energy storage device (such as a battery or a supercapacitor), an energy conversion device (such as a generator that converts mechanical energy into electrical energy), a starter and a control unit. In the vehicle power supply system, the control unit is the core of the whole system, which is responsible for determining and implementing the appropriate power management strategy according to the working conditions such as power load, battery status and generator status. The starter uses the energy of the battery to start the car engine and make the engine run in the required working state. When the engine is running, it will drive the generator to generate electricity, and supply power to the car's electrical load and charge the battery according to the voltage requirements of the car's electrical system. For example, under the control of the control unit, if the power consumption current of the automobile electrical system is greater than the power supply current of the generator, the battery will be discharged to make up for the insufficient current; If the supply current is supplied, part of the current difference flows into the battery as the charging current of the battery.
图1为示出了汽车中能量流动的示意图,图中粗实线表示电能流,细实线表示控制信号流和检测信号流。如图1所示,在汽车电子控制器(ECU)110的控制下,汽车发动机120旋转驱动汽车发电机130发电,所产生的电力可以提供给蓄电池140,或者提供给用电负载150;另一方面,蓄电池140存储的电能也可以提供给用电负载150和起动机160。可见,发电机和蓄电池是上述能量流动过程中的重要环节,因此如何使它们高效、低耗能地协同运行是降低油耗的重要途径。FIG. 1 is a schematic diagram showing energy flow in a car. In the figure, the thick solid line represents the electric energy flow, and the thin solid line represents the control signal flow and the detection signal flow. As shown in FIG. 1 , under the control of the automotive electronic controller (ECU) 110, the automotive engine 120 rotates to drive the automotive generator 130 to generate electricity, and the generated electricity can be provided to the battery 140 or to the electrical load 150; another On the other hand, the electric energy stored in the storage battery 140 can also be provided to the electric load 150 and the starter 160 . It can be seen that the generator and battery are important links in the above energy flow process, so how to make them work together with high efficiency and low energy consumption is an important way to reduce fuel consumption.
业界已经提出了多种基于用电负荷状态的蓄电池电量平衡方法,这些方法一般将蓄电池SOC状态和/或用电负载状态作为监测对象,根据监测的状态和控制策略(例如启动优先策略)确定是否由发电机向蓄电池充电和/或向用电负载供电。The industry has proposed a variety of battery power balance methods based on the power load state. These methods generally take the battery SOC state and/or power load state as the monitoring object, and determine whether to The generator charges the battery and/or supplies electricity to the load.
但是需要指出的是,为了使能源利用效率作进一步的优化,还需要更为完善的控制策略。However, it should be pointed out that in order to further optimize the energy utilization efficiency, a more complete control strategy is needed.
发明内容Contents of the invention
本发明的目的是提供一种基于效率的汽车发电机运行控制方法,其具有显著降低油耗和实现简单的优点。The purpose of the present invention is to provide an efficiency-based motor generator operation control method, which has the advantages of significantly reducing fuel consumption and simple implementation.
按照本发明的一个实施例,在一种基于效率的汽车发电机运行控制方法中,所述汽车发电机与蓄电池电气耦合,并且在运行时由汽车发动机驱动旋转,包括下列步骤:According to one embodiment of the present invention, in an efficiency-based method for controlling the operation of an automobile generator, the automobile generator is electrically coupled with a storage battery, and is driven to rotate by an automobile engine during operation, comprising the following steps:
获取所述蓄电池的荷电状态和汽车的行驶速度;以及obtaining the state of charge of the battery and the travel speed of the vehicle; and
如果所述荷电状态高于盈电阈值,则根据所述荷电状态和行驶速度确定所述发电机的输出电压的减小程度和向所述蓄电池充电的电流强度,其中,所述盈电阈值是动态变化。If the state of charge is higher than a surplus charge threshold, then determine the reduction degree of the output voltage of the generator and the current intensity for charging the storage battery according to the state of charge and driving speed, wherein the surplus charge Thresholds are dynamically changing.
优选地,在上述方法中,所述盈电阈值按照下列方式确定:Preferably, in the above method, the power surplus threshold is determined in the following manner:
Tfull=Tref-αln(Vsoc+β)T full =T ref -αln(V soc +β)
其中,Tfull为盈电阈值,Tref为基准值,VSOC为荷电状态的变化速度,α和β为大于0的常数。Among them, T full is the surplus charge threshold, T ref is the reference value, V SOC is the change speed of the state of charge, and α and β are constants greater than 0.
优选地,在上述方法中,按照下列方式确定所述发电机的输出电压的减小程度:Preferably, in the above method, the reduction degree of the output voltage of the generator is determined in the following manner:
δ=λ1(SOC-Tfull)-λ2(V-Vref)2 δ=λ 1 (SOC-T full )-λ 2 (VV ref ) 2
其中,δ为所述输出电压的减小比例,Tfull为盈电阈值,SOC为荷电状态,V为所述行驶速度,Vref为基准值,其为所述汽车发动机以最高燃油效率运行时所对应的汽车行驶速度,λ1和λ2为大于0的常数。Among them, δ is the reduction ratio of the output voltage, T full is the surplus power threshold, SOC is the state of charge, V is the driving speed, and V ref is the reference value, which means that the vehicle engine operates at the highest fuel efficiency λ 1 and λ 2 are constants greater than 0 at the corresponding vehicle speed.
优选地,在上述方法中,按照下列方式确定所述发电机向所述蓄电池充电的电流强度:将所述荷电状态相对于所述盈电阈值的偏离程度的取值范围划分为多个区间,每个区间对应于一个充电电流强度,由此根据所述荷电状态确定相应的充电电流强度。Preferably, in the above method, the current intensity for the generator to charge the storage battery is determined in the following manner: the value range of the deviation degree of the state of charge relative to the full charge threshold is divided into a plurality of intervals , each interval corresponds to a charging current intensity, and thus the corresponding charging current intensity is determined according to the state of charge.
本发明的还有一个目的是提供一种汽车电子控制器,其具有能够显著降低油耗和实现简单的优点。Another object of the present invention is to provide an automotive electronic controller, which has the advantages of significantly reducing fuel consumption and simple implementation.
按照本发明的一个实施例,汽车电子控制器包括:输入单元、输出单元和与输入单元和输出单元耦合的处理器,其中,所述输入单元被配置为从传感器接收与所述蓄电池荷电状态和汽车行驶速度有关的检测信号,所述输出单元被配置为向汽车发电机发送由所述处理器生成的指令,According to an embodiment of the present invention, an automotive electronic controller includes: an input unit, an output unit, and a processor coupled to the input unit and the output unit, wherein the input unit is configured to receive information related to the state of charge of the battery from a sensor a detection signal related to the driving speed of the vehicle, the output unit is configured to send an instruction generated by the processor to the vehicle generator,
其中,所述处理器被配置为当判断所述荷电状态高于盈电阈值时,根据所述荷电状态和行驶速度确定所述发电机的输出电压的减小程度和向所述蓄电池充电的电流强度,其中,所述盈电阈值是动态变化。Wherein, the processor is configured to determine the degree of reduction of the output voltage of the generator and charge the storage battery according to the state of charge and the driving speed when it is judged that the state of charge is higher than the full power threshold. The current intensity, wherein the surplus charge threshold is dynamically changed.
从结合附图的以下详细说明中,将会使本发明的上述和其它目的及优点更加完全清楚。The above and other objects and advantages of the present invention will become more fully apparent from the following detailed description taken in conjunction with the accompanying drawings.
附图说明Description of drawings
图1为示出了汽车中能量流动的示意图。FIG. 1 is a schematic diagram showing energy flow in an automobile.
图2为按照本发明一个实施例的基于效率的汽车发电机运行控制方法的流程图。FIG. 2 is a flow chart of an efficiency-based method for controlling the operation of an automobile generator according to an embodiment of the present invention.
图3为蓄电池的一个物理模型的示意图。FIG. 3 is a schematic diagram of a physical model of a battery.
图4为用于图2所示实施例的SOC计算方法的流程图。FIG. 4 is a flow chart of the SOC calculation method used in the embodiment shown in FIG. 2 .
图5为按照本发明一个实施例的汽车电子控制器的结构框图。FIG. 5 is a structural block diagram of an automotive electronic controller according to an embodiment of the present invention.
具体实施方式detailed description
下面通过参考附图描述具体实施方式来阐述本发明。但是需要理解的是,这些具体实施方式仅仅是示例性的,对于本发明的精神和保护范围并无限制作用。The specific embodiments are described below to illustrate the present invention by referring to the figures. However, it should be understood that these specific embodiments are only exemplary, and have no limiting effect on the spirit and protection scope of the present invention.
在本说明书中,“耦合”一词应当理解为包括在两个单元之间直接传送能量或信号的情形,或者经一个或多个第三单元间接传送能量或信号的情形,而且这里所称的信号包括但不限于以电、光和磁的形式存在的信号。另外,“包含”和“包括”之类的用语表示除了具有在说明书和权利要求书中有直接和明确表述的单元和步骤以外,本发明的技术方案也不排除具有未被直接或明确表述的其它单元和步骤的情形。再者,诸如“第一”、“第二”、“第三”和“第四”之类的用语并不表示单元或数值在时间、空间、大小等方面的顺序而仅仅是作区分各单元或数值之用。In this specification, the word "coupling" should be understood as including the situation of direct transmission of energy or signals between two units, or the situation of indirect transmission of energy or signals via one or more third units, and the Signals include, but are not limited to, those in electrical, optical, and magnetic forms. In addition, terms such as "comprising" and "comprising" indicate that in addition to the units and steps that are directly and explicitly stated in the specification and claims, the technical solution of the present invention does not exclude any elements that are not directly or explicitly stated. The situation of other units and steps. Furthermore, terms such as "first", "second", "third" and "fourth" do not denote the order of elements or values in terms of time, space, size, etc. but merely to distinguish the elements or numerical use.
还需要指出的是,为阐述方便,附图中各单元并不一定按照它们实际的比例绘制,而且附图中各单元的尺寸以及它们之间的比例不构成对本发明保护范围的限定。It should also be pointed out that, for the convenience of illustration, the units in the drawings are not necessarily drawn according to their actual proportions, and the dimensions of the units in the drawings and their ratios do not limit the protection scope of the present invention.
图2为按照本发明一个实施例的基于效率的汽车发电机运行控制方法的流程图。为阐述方便,以下的描述以图1所示的汽车中能量流动图景为例,但是应该理解的是,图1所示的图景仅仅是示意性的。FIG. 2 is a flow chart of an efficiency-based method for controlling the operation of an automobile generator according to an embodiment of the present invention. For the convenience of explanation, the following description takes the energy flow scene in a car shown in FIG. 1 as an example, but it should be understood that the scene shown in FIG. 1 is only schematic.
如图2所示,在步骤S210中,汽车电子控制器110首先从传感器接收其测得的蓄电池140的状态信号(例如蓄电池的电压、电流和温度)和汽车的行驶速度。这些信号可以是模拟信号形式,在汽车电子控制器110处转换为数字信号。可选地,也可以将A/D转换器集成在传感器中,因此提供给汽车电子控制器110的即为数字信号。As shown in FIG. 2 , in step S210 , the vehicle electronic controller 110 first receives the state signal of the battery 140 (such as the voltage, current and temperature of the battery) and the driving speed of the vehicle measured by the sensor. These signals may be in the form of analog signals that are converted to digital signals at the vehicle electronic controller 110 . Optionally, an A/D converter can also be integrated in the sensor, so the digital signal provided to the automotive electronic controller 110 is.
随后,在步骤S220中,汽车电子控制器110根据接收的状态信号计算蓄电池140的荷电状态SOC(State Of Charge)。有关荷电状态的计算过程将在下面作详细的描述。Subsequently, in step S220 , the vehicle electronic controller 110 calculates the SOC (State Of Charge) of the battery 140 according to the received state signal. The calculation process of the state of charge will be described in detail below.
可选地,在步骤S220中,还可根据当前的SOC与先前的SOC计算SOC的变化速度。将在下面作进一步描述的是,当SOC减小时,该变化速度可以被用来确定动态变化的预警阈值。Optionally, in step S220, the change speed of the SOC may also be calculated according to the current SOC and the previous SOC. As will be further described below, when the SOC decreases, this rate of change can be used to determine a dynamically changing early warning threshold.
接着进入步骤S230,汽车电子控制器110判断蓄电池140的SOC是否高于盈电阈值。如果高于盈电阈值,则表明蓄电池的电量充足,因电量不足而导致汽车下次启动失败的概率很小,因此转至步骤S240,使汽车发电机进入节电模式以更多地考虑能源利用效率的因素,否则,则进入步骤S280。Then enter step S230, the automotive electronic controller 110 determines whether the SOC of the battery 140 is higher than the surplus power threshold. If it is higher than the surplus power threshold, it indicates that the power of the battery is sufficient, and the probability that the car will fail to start next time due to insufficient power is very small, so go to step S240 to make the car generator enter the power saving mode to take more energy utilization into account efficiency factor, otherwise, go to step S280.
如在下面将要进一步描述的,在节电模式下,可以通过降低汽车发电机的输出电压和/或向蓄电池的充电电流来提高能源利用效率。As will be further described below, in the power saving mode, the energy utilization efficiency can be improved by reducing the output voltage of the vehicle generator and/or the charging current to the battery.
在本实施例中,盈电阈值可以是动态变化的,其依赖于SOC的变化速度。特别是,当SOC以较快的速度增大时,盈电阈值被设定得低一些以尽早进入节电模式,而当SOC以较慢速度增大或者变小时,则可将盈电阈值设定得高一些以延迟进入节电模式。In this embodiment, the power generation threshold can be changed dynamically, which depends on the change speed of the SOC. In particular, when the SOC increases at a faster speed, the power saving threshold is set lower to enter the power saving mode early, and when the SOC increases at a slower speed or becomes smaller, the power saving threshold can be set to Set it higher to delay entering battery saver mode.
本发明的发明人经过深入的研究后发现,当盈电阈值按照下式确定时,可以很好地确定是否进入节电模式的时机:After in-depth research, the inventors of the present invention found that when the power-saving threshold is determined according to the following formula, it can be well determined whether to enter the power-saving mode:
Tfull=Tref-αln(Vsoc+β) (1)T full = T ref -αln(V soc +β) (1)
这里,Tfull为盈电阈值,Tref为基准值,VSOC为荷电状态的变化速度,α和β为大于0的常数,可以通过实验确定。Here, T full is the surplus charge threshold, T ref is the reference value, V SOC is the change speed of the state of charge, and α and β are constants greater than 0, which can be determined through experiments.
在步骤S240中,汽车电子控制器110计算汽车发电机130的输出电压的下降量。In step S240 , the automotive electronic controller 110 calculates the drop amount of the output voltage of the automotive generator 130 .
本发明的发明人经过深入的研究后发现,汽车发电机的输出电压的下降程度按照下式确定时对于能源效率的提高是有利的:The inventors of the present invention have found after in-depth research that it is beneficial for the improvement of energy efficiency when the degree of decline of the output voltage of the automobile generator is determined according to the following formula:
δ=λ1(SOC-Tfull)+λ2(V-Vref)2 (2)δ=λ 1 (SOC-T full )+λ 2 (VV ref ) 2 (2)
其中,δ为所述输出电压的减小比例(也即电压下降量与当前输出电压之比),Tfull为盈电阈值,SOC为荷电状态,V为所述行驶速度,Vref为基准值,例如可以取为汽车发动机以最高燃油效率运行时所对应的汽车行驶速度,λ1和λ2为大于0的常数,可以由实验确定。Among them, δ is the reduction ratio of the output voltage (that is, the ratio of the voltage drop to the current output voltage), T full is the surplus power threshold, SOC is the state of charge, V is the driving speed, and V ref is the reference The value, for example, can be taken as the vehicle speed corresponding to the vehicle engine running at the highest fuel efficiency, and λ1 and λ2 are constants greater than 0, which can be determined by experiments.
值得指出的是,在相同的最高燃油效率下,基准值Vref可能也会有所不同,这例如因为汽车发动机处于不同的转速和档位状态所致,但是上述情形并不会妨碍本发明原理的应用。It is worth pointing out that at the same maximum fuel efficiency, the reference value V ref may also be different, for example, because the vehicle engine is in a different speed and gear state, but the above situation does not hinder the principle of the present invention Applications.
随后进入步骤S250中,汽车电子控制器110进一步计算汽车发电机130向蓄电池140充电的电流强度。在本实施例中,可以根据荷电状态相对于盈电阈值的偏离程度(也即SOC与盈电阈值之差)来确定充电电流的大小。具体而言,可以将偏离程度的取值范围划分为多个区间,每个区间对应于一个充电电流强度,由此根据步骤S220中计算得到的SOC确定相应的充电电流强度。Then enter step S250 , the vehicle electronic controller 110 further calculates the current intensity of the vehicle generator 130 charging the battery 140 . In this embodiment, the magnitude of the charging current can be determined according to the deviation degree of the state of charge relative to the full charge threshold (that is, the difference between the SOC and the full charge threshold). Specifically, the value range of the degree of deviation may be divided into multiple intervals, each interval corresponds to a charging current intensity, and thus the corresponding charging current intensity is determined according to the SOC calculated in step S220.
接着进入步骤S260,汽车电子控制器110生成控制命令并将生成的命令发送给汽车发电机130,该控制命令包括有关输出电压下降程度和充电电流强度的信息。在本实施例中,发电电流强度等于步骤S240中所确定的充电电流强度与用电负载150所需电流强度之和。Then enter step S260, the vehicle electronic controller 110 generates a control command and sends the generated command to the vehicle generator 130, the control command includes information about the degree of output voltage drop and the intensity of the charging current. In this embodiment, the generating current intensity is equal to the sum of the charging current intensity determined in step S240 and the current intensity required by the electric load 150 .
接着,在步骤S270中,汽车发电机130根据从汽车电子控制器110接收的命令运行。Next, in step S270 , the car generator 130 operates according to the command received from the car electronic controller 110 .
作为另一个分支,在步骤S280中,汽车电子控制器110生成不进入节能模式的控制命令并且向汽车发电机130发送该控制命令。随后进入步骤S270,作为响应,汽车发电机130根据从汽车电子控制器110接收的命令运行。As another branch, in step S280 , the vehicle electronic controller 110 generates a control command not to enter the energy-saving mode and sends the control command to the vehicle generator 130 . Then enter step S270 , in response, the vehicle generator 130 operates according to the command received from the vehicle electronic controller 110 .
以下描述SOC的计算过程。The calculation process of the SOC is described below.
常用的SOC计算方法主要有开路电压法和电流积分法(也称为安时法)。Commonly used SOC calculation methods mainly include the open circuit voltage method and the current integration method (also known as the ampere-hour method).
开路电压法的基本思想是首先建立一个反映电池工作时端电压、电流和电动势的关系模型,然后根据测量得到的电压和电流得到相应的电动势以利用电动势与SOC之间的关系曲线确定SOC。该方法的优点是简单易行,但是由于电池存在自恢复效应和“平台”现象而使得估算出来的SOC与实际值有时相差较大。The basic idea of the open circuit voltage method is to first establish a relationship model that reflects the terminal voltage, current and electromotive force when the battery is working, and then obtain the corresponding electromotive force according to the measured voltage and current to determine the SOC using the relationship curve between the electromotive force and SOC. The advantage of this method is that it is simple and easy to implement, but due to the self-recovery effect and "plateau" phenomenon of the battery, the estimated SOC sometimes differs greatly from the actual value.
电流积分法将电池视为与外部进行能量交换的“黑箱”,通过对进出电池的电流在时间上的积分来记录电池电量的累计变化量。该方法由于不必考虑电池内部结构以及状态的变化,因此较开路电压法的适应性更强。但是不足之处是SOC初始值常常难以确定而且随着时间推移累计误差将不断增大,从而导致SOC值的计算结果误差变大。此外,在电流积分法计算SOC时需要对充放电系数有一个准确的估算,当电池工作环境变化较大时,充放电系数难以准确、及时地确定,这也会导致最终计算得到SOC结果存在较大的误差。The current integration method regards the battery as a "black box" for energy exchange with the outside, and records the cumulative change of battery power by integrating the current in and out of the battery over time. This method is more adaptable than the open-circuit voltage method because it does not need to consider changes in the internal structure and state of the battery. But the disadvantage is that the initial value of SOC is often difficult to determine and the cumulative error will continue to increase as time goes by, resulting in a larger error in the calculation result of the SOC value. In addition, when calculating SOC with the current integration method, an accurate estimate of the charge-discharge coefficient is required. When the battery working environment changes greatly, it is difficult to determine the charge-discharge coefficient accurately and in time, which will also lead to problems in the final calculated SOC result. big error.
本发明的发明人提出一种SOC计算方法,其引入模糊逻辑以使计算结果更为准确,以下作详细描述。The inventor of the present invention proposes a SOC calculation method, which introduces fuzzy logic to make the calculation result more accurate, which will be described in detail below.
就电量的角度而言,蓄电池的荷电状态SOC可以定义如下:From the point of view of electricity, the state of charge SOC of the battery can be defined as follows:
其中,Q为电池当前的剩余容量,QN为蓄电池出厂时的额定容量,Qa为电池衰减容量,ε为衰减因子,是一个小于1的变量,QN表示表示蓄电池实际最多能放出的电量。由上可见SOC是一个取值范围在0-1范围内的变量。Among them, Q is the current remaining capacity of the battery, Q N is the rated capacity of the battery when it leaves the factory, Q a is the attenuation capacity of the battery, ε is the attenuation factor, which is a variable less than 1, and Q N represents the actual maximum power that the battery can discharge . It can be seen from the above that SOC is a variable whose value ranges from 0-1.
研究表明,影响电池剩余容量的因素包括充放电倍率(即充放电电流)、自放电和温度等因素,其中,电流越大则能放出的电量越少。电池的自放电指的是是电池在存储过程中剩余容量下降的现象,导致自放电的因素有电极的腐蚀、活性物质的溶解、电极的歧化等。温度对电池剩余容量产生的影响则是因为电极材料的活性和电解液的电迁移率与温度密切相关,一般情况下,电池高温放电明显大于低温放电时的放电容量。Studies have shown that the factors that affect the remaining capacity of the battery include charge and discharge rate (that is, charge and discharge current), self-discharge, and temperature. Among them, the greater the current, the less electricity can be released. The self-discharge of the battery refers to the phenomenon that the remaining capacity of the battery decreases during the storage process. The factors that lead to self-discharge include corrosion of the electrode, dissolution of the active material, and disproportionation of the electrode. The effect of temperature on the remaining capacity of the battery is because the activity of the electrode material and the electrical mobility of the electrolyte are closely related to the temperature. Generally, the discharge capacity of the battery at high temperature is significantly greater than that at low temperature.
本发明的发明人经过深入研究之后发现,衰减因子随时间和/或充放电次数而发生的变化将在蓄电池的外特性方面充分体现出来,因此可以将SOC简化为由一个蓄电池的工作电压、工作电流和温度决定的状态量。After in-depth research, the inventors of the present invention have found that the change of the attenuation factor with time and/or the number of charge and discharge times will be fully reflected in the external characteristics of the storage battery, so the SOC can be simplified as a function of the operating voltage, working A state quantity determined by current and temperature.
另外,本发明的发明人认识到难以在蓄电池的SOC与工作电压、工作电流和温度之间建立精确的数学模型,而且虽然衰减因子随时间的变化非常复杂并且变化量可能较大,但是这种变化却是一个大滞后的过程。基于上述认识,本发明的发明人引入模糊逻辑来刻画SOC与工作电压、工作电流和温度之间的关系。In addition, the inventors of the present invention realized that it is difficult to establish an accurate mathematical model between the SOC of the storage battery and the operating voltage, operating current and temperature, and although the change of the decay factor with time is very complicated and the amount of change may be large, this Change is a process with a long lag. Based on the above knowledge, the inventors of the present invention introduced fuzzy logic to describe the relationship between SOC and operating voltage, operating current and temperature.
在基于模糊逻辑的模型中,模糊推理建立在表示为模糊规则的知识库上,模糊规则的多少取决于输入和输出物理量的个数以及所需的控制精度。例如对于常用的二输入、一输出的模型,若每个输入量划分为5个等级,则需要25条规则覆盖全部情况。随着输入和输出变量的个数的增加,推理规则将非线性地增加,这将耗费大量的计算资源,降低计算速度。本发明的发明人提出通过利用工作电流对工作电压进行修正,将SOC的数学模型简化为电压和温度两个变量,由此减少了计算复杂性。以下对此作进一步的描述。In the model based on fuzzy logic, fuzzy reasoning is based on the knowledge base expressed as fuzzy rules, and the number of fuzzy rules depends on the number of input and output physical quantities and the required control precision. For example, for a commonly used two-input, one-output model, if each input quantity is divided into five levels, 25 rules are required to cover all situations. As the number of input and output variables increases, the inference rules will increase non-linearly, which will consume a lot of computing resources and reduce the computing speed. The inventors of the present invention propose that the mathematical model of the SOC is simplified into two variables of voltage and temperature by using the operating current to correct the operating voltage, thereby reducing the computational complexity. This is further described below.
一般情况下,对于车载蓄电池来说存在一个平均负载电流,它可以视为蓄电池的典型的工作电流或标准的工作电流。该标准的工作电流例如可以是:1)各种工作状况下的工作电流的算术平均值;或2)工作电流按照其对应的工作状态出现概率进行加权的平均值;或3)实际测量得到的一段时间内的工作电流的平均值。在本发明的一个实施例中,依据测量得到的工作电流,将测量得到的工作电压换算为标准工作电量下的工作电压(以下也称为工作电压的修正值)。Generally, there is an average load current for the vehicle battery, which can be regarded as the typical working current or the standard working current of the battery. The working current of this standard can be, for example: 1) the arithmetic mean value of the working current under various working conditions; or 2) the weighted average value of the working current according to the occurrence probability of the corresponding working state; or 3) the actual measurement The average value of the operating current over a period of time. In one embodiment of the present invention, according to the measured working current, the measured working voltage is converted into the working voltage under the standard working power (hereinafter also referred to as the corrected value of the working voltage).
图3为蓄电池的一个物理模型的示意图。根据图4可以得到下列方程(4):FIG. 3 is a schematic diagram of a physical model of a battery. According to Figure 4, the following equation (4) can be obtained:
UI=E-I×(R+R1) (4)U I =EI×(R+R 1 ) (4)
其中,E为蓄电池的电动势,I为测量得到的工作电流,UI为工作电流I下测量得到的工作电压,R和R1分别为蓄电池以工作电流I放电时的欧姆内阻和极化内阻。Among them, E is the electromotive force of the battery, I is the measured working current, U I is the working voltage measured under the working current I , R and R1 are the ohmic internal resistance and polarization internal resistance when the battery is discharged at the working current I resistance.
上述工作电压UI的修正值根据下列公式(5)计算得到:The correction value of the above operating voltage UI is calculated according to the following formula (5):
UI,m=UI+(I-I0)×λ(I) (5)U I,m = U I +(II 0 )×λ(I) (5)
其中,UI为工作电流I下测量得到的工作电压,UI,m为工作电压UI的修正值,I为测量得到的工作电流,I0为标准工作电流,λ(I)为随工作电流变化的数值,其可以通过实验确定。Among them, U I is the working voltage measured under the working current I, U I,m is the correction value of the working voltage U I , I is the measured working current, I 0 is the standard working current, λ(I) is the The magnitude of the change in current, which can be determined experimentally.
例如可以通过恒流放电实验测得的蓄电池在相同温度下不同工作电流的放电曲线(也即蓄电池工作电压与SOC的变化曲线或恒流放电曲线),由下列公式(6)得到各种工作电流下相应的λ(I):For example, the discharge curves of different operating currents of the battery at the same temperature (that is, the change curve of the battery operating voltage and SOC or the constant current discharge curve) can be measured by the constant current discharge experiment, and various operating currents can be obtained by the following formula (6) The following corresponding λ(I):
其中,I0为标准工作电流,I为取其它值的工作电流,USOC I为SOC取某一值时的工作电流I下的工作电压,USOC I0为SOC取同一值时的标准工作电流I0下的工作电压。Among them, I 0 is the standard operating current, I is the operating current with other values, U SOC I is the operating voltage under the operating current I when the SOC takes a certain value, U SOC I0 is the standard operating current when the SOC takes the same value Operating voltage at I 0 .
值得指出的是,发明人发现,对于恒流放电曲线中的任意两条曲线,在0-100%的SOC范围内,它们的垂直距离(也即不同工作电流下的同一SOC时的工作电压之差)基本保持不变,可以认为λ(I)与SOC不相关,因此在上式(6)中,可以选择任一个SOC下的USOC I和USOC I0来计算λ(I)。此外,由于λ(I)对于温度的变化不敏感,因此在上面计算工作电压的修正值时未考虑温度因素。It is worth pointing out that the inventor found that for any two curves in the constant current discharge curve, within the SOC range of 0-100%, their vertical distance (that is, the difference between the operating voltage at the same SOC under different operating currents) difference) remains basically unchanged, and it can be considered that λ(I) is not related to SOC, so in the above formula (6), USOC I and USOC I0 under any SOC can be selected to calculate λ(I). In addition, since λ(I) is not sensitive to changes in temperature, the temperature factor was not considered when calculating the correction value of the operating voltage above.
各种工作电流下的λ(I)可以以表格的方式存储在存储器内,以在计算工作电压的修正值时被调用。另一方面,也可以利用拟合算法,从多条恒流放电曲线获得λ(I)与工作电流之间的经验公式,这样,在计算修正值时可以利用经验公式得到λ(I)。The λ(I) under various operating currents can be stored in the memory in the form of a table, so as to be recalled when calculating the corrected value of the operating voltage. On the other hand, the fitting algorithm can also be used to obtain the empirical formula between λ(I) and the working current from multiple constant current discharge curves, so that λ(I) can be obtained by using the empirical formula when calculating the correction value.
图4为按照本发明一个实施例的SOC计算方法的流程图。Fig. 4 is a flow chart of the SOC calculation method according to one embodiment of the present invention.
参见图4,在步骤411中,输入蓄电池的工作电流I和在该工作电流下的工作电压UI以及工作温度T。工作电流I和工作电压UI可以由测量电路获得,工作温度T可以由安装在蓄电池附近或之上的温度传感器获得。测量电路和传感器可以连接入CAN总线,这样汽车电子控制器110可以经总线获取上述工作状态的测量值。Referring to FIG. 4 , in step 411 , the operating current I of the battery, the operating voltage U I and the operating temperature T under the operating current are input. The working current I and the working voltage U I can be obtained by a measuring circuit, and the working temperature T can be obtained by a temperature sensor installed near or above the storage battery. The measuring circuit and the sensor can be connected to the CAN bus, so that the automotive electronic controller 110 can obtain the measured values of the above working states via the bus.
接着进入步骤412,判断工作电流是否等于标准的工作电流,或者判断与标准的工作电流的差值是否在一个预设的范围内,如果判断结果为真,则进入步骤413,否则,进入步骤414。Then enter step 412, judge whether the operating current is equal to the standard operating current, or judge whether the difference with the standard operating current is in a preset range, if the judgment result is true, then enter step 413, otherwise, enter step 414 .
在步骤414中,例如通过查表的方式获得当前工作电路I下的λ(I)。In step 414 , the λ(I) under the current working circuit I is obtained, for example, by means of table lookup.
接着进入步骤415中,例如利用上式(5)计算工作电压UI在标准工作电流下的工作电压修正值UI,m。在完成步骤415之后进入步骤413。Then enter step 415 , for example, calculate the operating voltage correction value U I,m of the operating voltage U I under the standard operating current by using the above formula (5). Enter step 413 after completing step 415 .
在步骤413中,判断工作电压修正值UI,m和工作温度T是否超出各自的预先确定的取值范围,如果它们都位于各自的预先确定的取值范围内,则进入步骤417,否则,则表明有异常情况出现,并因此进入步骤416。In step 413, it is judged whether the operating voltage correction value U I, m and the operating temperature T exceed the respective predetermined value ranges, if they are all within the respective predetermined value ranges, then enter step 417, otherwise, Then it indicates that there is an abnormal situation, and therefore enters step 416 .
在步骤416中,将生成警告消息,向用户提示蓄电池可能出现异常工作状况或者测量电路和传感器可能出现故障。In step 416, a warning message will be generated to alert the user of a possible abnormal operating condition of the battery or a possible failure of the measurement circuit and sensor.
在步骤417中,利用工作电压修正值UI,m和工作温度T各自的隶属函数确定它们的模糊值。In step 417, the respective membership functions of the working voltage correction value U I,m and the working temperature T are used to determine their fuzzy values.
接着进入步骤418中,利用模糊推理规则,根据上面步骤417中得到的工作电压修正值UI,m和工作温度T的模糊值确定SOC的模糊值。Then enter step 418, use the fuzzy inference rules to determine the fuzzy value of SOC according to the working voltage correction value U I,m obtained in step 417 above and the fuzzy value of working temperature T.
模糊推理的规则可以根据不同工作电流下SOC与电压的关系以及温度对放电曲线的影响制定,并且可以通过仿真实验反复进行修改。例如可以采用下列推理规则:The rules of fuzzy reasoning can be formulated according to the relationship between SOC and voltage under different operating currents and the influence of temperature on the discharge curve, and can be modified repeatedly through simulation experiments. For example, the following inference rules can be used:
(1)如果工作电压的修正值的模糊值为L,则SOC的模糊值为L;(1) If the fuzzy value of the correction value of the operating voltage is L, then the fuzzy value of the SOC is L;
(2)如果工作电压的修正值的模糊值为M并且工作温度的模糊值为Cold,则SOC的模糊值为L;(2) If the fuzzy value of the correction value of the working voltage is M and the fuzzy value of the working temperature is Cold, then the fuzzy value of the SOC is L;
(3)如果工作电压的修正值的模糊值为M并且工作温度的模糊值为Warm,则SOC的模糊值为M;(3) If the fuzzy value of the correction value of the working voltage is M and the fuzzy value of the working temperature is Warm, then the fuzzy value of the SOC is M;
(4)如果工作电压的修正值的模糊值为M并且工作温度的模糊值为Hot,则SOC的模糊值为M;(4) If the fuzzy value of the correction value of the working voltage is M and the fuzzy value of the working temperature is Hot, then the fuzzy value of the SOC is M;
(5)如果工作电压的修正值的模糊值为H并且工作温度的模糊值为Cold,则SOC的模糊值为M;(5) If the fuzzy value of the correction value of the working voltage is H and the fuzzy value of the working temperature is Cold, then the fuzzy value of the SOC is M;
(6)如果工作电压的修正值的模糊值为H并且工作温度的模糊值为Warm,则SOC的模糊值为H;(6) If the fuzzy value of the correction value of the working voltage is H and the fuzzy value of the working temperature is Warm, then the fuzzy value of the SOC is H;
(7)如果工作电压的修正值的模糊值为H并且工作温度的模糊值为Hot,则SOC的模糊值为H。(7) If the fuzzy value of the correction value of the working voltage is H and the fuzzy value of the working temperature is Hot, then the fuzzy value of the SOC is H.
值得指出的是,上述推理规则仅仅是示意性质的,为了获得较好的SOC估算结果,需要根据仿真实验或实际实验进行优化。It is worth pointing out that the above reasoning rules are only indicative, and in order to obtain better SOC estimation results, it needs to be optimized according to simulation experiments or actual experiments.
随后进入步骤419,利用反模糊算法,根据上述步骤518中获得的SOC的模糊值计算蓄电池的SOC的精确数值。Then enter step 419 , use the defuzzification algorithm to calculate the precise value of the SOC of the storage battery according to the fuzzy value of SOC obtained in the above step 518 .
接着进入步骤420,输出利用反模糊化算法计算得到的SOC值。Then enter step 420, and output the SOC value calculated by using the defuzzification algorithm.
反模糊化算法有多种,包括但不限于最小最大法、最大最大法、重心法、二等分法和中间最大值法等。可以根据计算资源的可用程度以及要求的计算精度选择合适的反模糊算法。There are many defuzzification algorithms, including but not limited to min-max, max-max, center of gravity, bisection, and median maximum. An appropriate deblurring algorithm can be selected according to the availability of computing resources and the required computing precision.
图5为按照本发明一个实施例的汽车电子控制器的结构框图。FIG. 5 is a structural block diagram of an automotive electronic controller according to an embodiment of the present invention.
如图5所示,按照本实施例的汽车电子控制器50包括输入单元510、处理器520、动态随机存储器530A、非易失存储器530B和输出单元540。As shown in FIG. 5 , the automotive electronic controller 50 according to this embodiment includes an input unit 510 , a processor 520 , a DRAM 530A, a nonvolatile memory 530B and an output unit 540 .
输入单元510与位于汽车电子控制器50外部的传感器和开关611-61n耦合。优选地,输入单510与传感器和开关611-61n通过总线方式(例如CAN总线)连接。传感器611-61n例如包括但不限于蓄电池电压传感器、蓄电池电流传感器、蓄电池温度传感器、汽车速度传感器、发动机转速与曲轴位置传感器、空气流量/进气压力传感器、节气门位置传感器和扭矩传感器等,它们为汽车电子控制器50提供进行控制所需的各种反馈信号。输出单元540将处理器生成的各种控制命令发送给汽车发电机130。优选地,其也通过总线方式(例如CAN总线)连接至汽车发电机130。The input unit 510 is coupled with sensors and switches 611 - 61 n located outside the automotive electronic controller 50 . Preferably, the input unit 510 is connected to the sensors and switches 611-61n via a bus (eg CAN bus). Sensors 611-61n include, but are not limited to, battery voltage sensors, battery current sensors, battery temperature sensors, vehicle speed sensors, engine speed and crankshaft position sensors, air flow/intake pressure sensors, throttle position sensors, and torque sensors. Various feedback signals required for control are provided to the automotive electronic controller 50 . The output unit 540 sends various control commands generated by the processor to the automobile generator 130 . Preferably, it is also connected to the automobile generator 130 via a bus (eg CAN bus).
处理器520与输入单元510、动态随机存储器530A、非易失存储器530B和输出单元540耦合,作为汽车电子控制60的核心单元,其根据非易失存储器530B中存储的控制程序和标准数据,对输入单元510从传感器和开关接收的信号进行预处理、分析、判断,生成相应的控制命令,并且将控制命令经输出单元540发送至受控设备(例如图5中的发电机130)。Processor 520 is coupled with input unit 510, DRAM 530A, nonvolatile memory 530B and output unit 540, as the core unit of automotive electronic control 60, it according to the control program and standard data stored in nonvolatile memory 530B, to The input unit 510 performs preprocessing, analysis, and judgment on signals received from sensors and switches, generates corresponding control commands, and sends the control commands to the controlled equipment (such as the generator 130 in FIG. 5 ) through the output unit 540 .
以下描述图5所示汽车电子控制器的工作原理。The working principle of the automotive electronic controller shown in Fig. 5 is described below.
当汽车电子控制器50的处理器520加电启动时,其从非易失存储器530B中将控制程序加载到动态随机存储器530A中。这里的控制程序包括用于实现前述图2所示方法中的步骤S210-S260和S280的计算机程序。When the processor 520 of the automotive electronic controller 50 is powered on, it loads the control program from the non-volatile memory 530B into the DRAM 530A. The control program here includes a computer program for realizing steps S210-S260 and S280 in the method shown in FIG. 2 .
输入单元510定期或不定期地从传感器和开关611-61n接收检测信号和开关信号并传送给处理器520。当处理器520接收到蓄电池的状态信号(例如电压、电流和温度信号)和汽车行驶速度信号时,即依次执行计算SOC及其变化速度的步骤S220和判断SOC是否低于盈电阈值的步骤S230。如果判断蓄电池SOC高于盈电阈值,则执行计算输出电压下降程度的步骤S240和计算充电电流强度的步骤S250,并且随后执行步骤S260,生成控制命令并经输出单元540向汽车发电机130发送控制命令,使得汽车发电机进入节电模式,按照设定的参数工作。如果判断未高于盈电阈值,则执行步骤S280,生成不进入节电模式的控制命令并经输出单元540向汽车发电机130发送该控制命令。The input unit 510 regularly or irregularly receives detection signals and switch signals from the sensors and switches 611 - 61 n and transmits them to the processor 520 . When the processor 520 receives the state signal of the battery (such as voltage, current and temperature signals) and the vehicle speed signal, it executes the step S220 of calculating the SOC and its changing speed and the step S230 of judging whether the SOC is lower than the surplus power threshold . If it is judged that the SOC of the storage battery is higher than the surplus power threshold, the step S240 of calculating the degree of output voltage drop and the step S250 of calculating the intensity of the charging current are executed, and then step S260 is executed to generate a control command and send a control command to the automobile generator 130 via the output unit 540 command, so that the car generator enters the power-saving mode and works according to the set parameters. If it is determined that the threshold is not higher than the REC threshold, step S280 is executed to generate a control command not to enter the power saving mode and send the control command to the automobile generator 130 through the output unit 540 .
由于可以在不背离本发明基本特征的精神下,以各种形式实施本发明,因此本实施方式是说明性的而不是限制性的,由于本发明的范围由所附权利要求定义,而不是由说明书定义,因此落入权利要求的边界和界限内的所有变化,或这种权利要求边界和界限的等同物因而被权利要求包涵。Since the invention can be embodied in various forms without departing from the essential characteristics of the invention, the embodiments are illustrative rather than restrictive, since the scope of the invention is defined by the appended claims rather than by All changes that come within the metes and bounds of the claims as defined by the description, or equivalents of such metes and bounds, are hereby embraced by the claims.
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