CN204674395U - Based on the dual energy source electric car energy management system of predictive control - Google Patents
Based on the dual energy source electric car energy management system of predictive control Download PDFInfo
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Abstract
本实用新型公开了一种基于预测控制的双能量源电动汽车能量管理系统,包括动力电池、超级电容、能量预测控制模块和能量双向供给模块,所述能量预测控制模块包括依次电接的信息集成单元、能量预测区域处理单元、变量对比单元和电池功率分配单元,能量双向供给模块包括微处理控制单元、电池监控单元、DC-DC双向变换器和电容控制单元,微处理控制单元分别与电池监控单元和电容控制单元电接,电池监控单元的控制信号连接动力电池,电容控制单元的控制信号连接超级电容和DC-DC双向变换器,本实用新型在于解决现有双能量源纯电动汽车中能量流动分配不合理,利用率不高,且不能实现高效能量控制和管理的问题。
The utility model discloses an energy management system for an electric vehicle with dual energy sources based on predictive control, which comprises a power battery, a supercapacitor, an energy predictive control module and an energy bidirectional supply module. unit, energy prediction area processing unit, variable comparison unit, and battery power distribution unit, and the bidirectional energy supply module includes a microprocessing control unit, a battery monitoring unit, a DC-DC bidirectional converter and a capacitor control unit, and the microprocessing control unit is connected with the battery monitoring unit respectively The unit and the capacitor control unit are electrically connected, the control signal of the battery monitoring unit is connected to the power battery, and the control signal of the capacitor control unit is connected to the supercapacitor and the DC-DC bidirectional converter. The flow distribution is unreasonable, the utilization rate is not high, and the problem of efficient energy control and management cannot be realized.
Description
技术领域 technical field
本实用新型涉及电动汽车技术领域。 The utility model relates to the technical field of electric vehicles.
背景技术 Background technique
电动汽车具有环保、节能和能量转换效率高的特点,带有电驱动装置的纯电动及混合动力车辆是未来新能源汽车的重要发展方向。电动车辆节能的关键问题在于优化管理电驱动装置、储能装置和辅助动力装置间的能量分配,特别是不同种类储能装置的储能和释放的优化配置。 Electric vehicles have the characteristics of environmental protection, energy saving and high energy conversion efficiency. Pure electric and hybrid vehicles with electric drive devices are an important development direction of new energy vehicles in the future. The key issue of energy saving for electric vehicles is to optimize the management of energy distribution among electric drive devices, energy storage devices and auxiliary power units, especially the optimal configuration of energy storage and release of different types of energy storage devices.
现有电动汽车的能量供给系统的基本结构主要有两种:一种是混合动力电动汽车(即 PLUG-IN 电动汽车),这种车辆的能量来源有三个,即由热机提供的燃料的化学能、储能装置储存的能量(可以来自电网电源、车载发动机/发电机系统或能量回收系统)和回收的汽车动能。另一种是具有能量回收系统的纯电动汽车,这种车辆的能量来源有两个,一个是电网的电源,另一个是汽车刹车、减速或下坡时的动能。与混合动力电动汽车结构相比,纯电动汽车具有无污染物排放、结构简单、效率高、成本低等优点。现有的纯电动汽车中最常用的储能装置为动力电池,动力电池为电动汽车的牵引电机、车灯等提供能量,但由于动力电池所携带的能量是有限的,在汽车加速或爬坡时,需要保持良好的动力性能,而现有纯电动汽车在电动汽车起步、加速需要大功率或减速、制动时,能量的分配和利用得不到合理的控制,造成纯电动汽车动力电池的能量利用率低,给车辆的正常行驶带来不便,为了实现最大限度的利用能量,增加汽车的续驶里程,就需要对各能量转换装置的工作进行有效监测和控制,使能量在能量系统中得到合理的分配,以实现纯电动汽车能量的最佳流动。 There are two basic structures of the existing electric vehicle energy supply system: one is a hybrid electric vehicle (that is, a PLUG-IN electric vehicle), and there are three energy sources for this vehicle, namely, the chemical energy of the fuel provided by the heat engine. , the energy stored by the energy storage device (which can come from the grid power supply, the on-board engine/generator system or the energy recovery system) and the recovered vehicle kinetic energy. The other is a pure electric vehicle with an energy recovery system. There are two energy sources for this vehicle, one is the power supply of the grid, and the other is the kinetic energy of the car when braking, decelerating or going downhill. Compared with the structure of hybrid electric vehicles, pure electric vehicles have the advantages of no pollutant emissions, simple structure, high efficiency, and low cost. The most commonly used energy storage device in the existing pure electric vehicles is the power battery, which provides energy for the traction motor and headlights of the electric vehicle. However, because the energy carried by the power battery is limited, when the vehicle is accelerating or climbing However, when the existing pure electric vehicles require high power for starting and accelerating or decelerating and braking, the distribution and utilization of energy cannot be reasonably controlled, resulting in the loss of power batteries of pure electric vehicles. The energy utilization rate is low, which brings inconvenience to the normal driving of the vehicle. In order to realize the maximum utilization of energy and increase the mileage of the car, it is necessary to effectively monitor and control the work of each energy conversion device so that the energy in the energy system Get a reasonable allocation to achieve the best flow of pure electric vehicle energy.
目前关于纯电动汽车双能量源管理系统的技术还比较少,现有关于双能量源的研究主要集中于燃料电池汽车或混合电动汽车的能量系统。这些场合下,双能量源系统是作为辅助系统工作的,对控制要求不高,大都直接对其工作模式进行分析,然后根据工作模式设定简单的控制规则,而未对能量管理问题作系统的阐述,导致能量系统中能量流动分配不合理,利用率不高,不能实现双能量源纯电动汽车的高效能量控制和管理。而在纯电动汽车中,双能量源是主要的能量源,它的控制性能直接决定着车辆的加速性能和经济性能。 At present, there are relatively few technologies on the dual energy source management system of pure electric vehicles, and the existing research on dual energy sources mainly focuses on the energy system of fuel cell vehicles or hybrid electric vehicles. In these occasions, the dual energy source system works as an auxiliary system and does not have high requirements for control. Most of them directly analyze its working mode, and then set simple control rules according to the working mode, without systematically addressing energy management issues. It is stated that the distribution of energy flow in the energy system is unreasonable, the utilization rate is not high, and the efficient energy control and management of pure electric vehicles with dual energy sources cannot be realized. In pure electric vehicles, the dual energy source is the main energy source, and its control performance directly determines the acceleration performance and economic performance of the vehicle.
实用新型内容 Utility model content
本实用新型的目的在于提供一种基于预测控制的双能量源电动汽车能量管理系统,以解决现有双能量源纯电动汽车中能量流动分配不合理,利用率不高,且不能实现高效能量控制和管理的问题。 The purpose of this utility model is to provide a dual energy source electric vehicle energy management system based on predictive control to solve the problem of unreasonable energy flow distribution, low utilization rate and inability to realize efficient energy control in existing dual energy source pure electric vehicles and management issues.
为了实现上述目的,本实用新型提供如下技术方案: 基于预测控制的双能量源电动汽车能量管理系统,包括动力电池与超级电容,还包括能量预测控制模块和能量双向供给模块,所述能量预测控制模块包括依次电接的信息集成单元、能量预测区域处理单元、变量对比单元和电池功率分配单元,能量双向供给模块包括微处理控制单元、电池监控单元、DC-DC双向变换器和电容控制单元,微处理控制单元分别与电池监控单元和电容控制单元电接,电池监控单元的控制信号连接动力电池,电容控制单元的控制信号连接超级电容和DC-DC双向变换器。 In order to achieve the above object, the utility model provides the following technical solutions: An energy management system for electric vehicles with dual energy sources based on predictive control, including power batteries and supercapacitors, and also includes an energy predictive control module and an energy bidirectional supply module, the energy predictive control The module includes an information integration unit, an energy prediction area processing unit, a variable comparison unit, and a battery power distribution unit that are electrically connected in sequence. The bidirectional energy supply module includes a microprocessing control unit, a battery monitoring unit, a DC-DC bidirectional converter, and a capacitor control unit. The microprocessing control unit is electrically connected to the battery monitoring unit and the capacitor control unit respectively, the control signal of the battery monitoring unit is connected to the power battery, and the control signal of the capacitor control unit is connected to the supercapacitor and the DC-DC bidirectional converter.
本方案的原理是这样的:能量预测控制模块中的信息集成单元用于获取牵引电机当前时刻的功率输出、蓄电池SOC和超级电容S0C等状态;能量预测区域处理单元用于在当前时刻根据预测到的未来时刻内的输入信息,计算预测区域内电池功率分配因子的可达区域,并获取该区域内的最优控制转矩序列;变量对比单元用于将最优控制转矩序列的第一个值作为下一时刻的控制变量输出,并与前后输出的变量值作对比,得到设定变量值,最终由电池功率分配单元进行不同阶段的能量分配,通过能量预测控制模块,使电动车电池模块的性能得以充分发挥。能量双向供给模块中,通过微处理控制单元以及电池监控单元和电容控制单元对动力电池和超级电容的充电和放电进行控制,当电动汽车起步、加速需要大功率时,超级电容参与放电,补充部分电机所需要的功率,当电动汽车减速、制动时,电机的工作状态转换为发电机,通过DC-DC双向变换器向超级电容充电,实现能量的回收,并且还避免了电路中电流过大的波动。通过能量预测控制模块,能使双能量源纯电动汽车中的能量流动分配更加合理,而且能量双向供给模块能控制电动汽车电池的充放电,并回收电动汽车动能,使得能量的利用率更高,从而对双能量源纯电动汽车实现高效能量的控制和管理。 The principle of this scheme is as follows: the information integration unit in the energy prediction control module is used to obtain the power output, battery SOC and super capacitor SOC status of the traction motor at the current moment; the energy prediction area processing unit is used to The input information in the future moment, calculate the reachable area of the battery power distribution factor in the predicted area, and obtain the optimal control torque sequence in this area; the variable comparison unit is used to convert the first optimal control torque sequence The value is output as the control variable at the next moment, and is compared with the variable values output before and after to obtain the set variable value. Finally, the battery power distribution unit performs energy distribution at different stages. Through the energy prediction control module, the electric vehicle battery module performance can be fully utilized. In the bidirectional energy supply module, the charging and discharging of the power battery and the supercapacitor are controlled by the microprocessing control unit, the battery monitoring unit and the capacitor control unit. When the electric vehicle needs high power for starting and accelerating, the supercapacitor participates in the discharge. The power required by the motor, when the electric vehicle decelerates and brakes, the working state of the motor is converted into a generator, and the supercapacitor is charged through the DC-DC bidirectional converter to realize energy recovery and avoid excessive current in the circuit fluctuations. Through the energy prediction control module, the energy flow distribution in the dual energy source pure electric vehicle can be made more reasonable, and the energy bidirectional supply module can control the charging and discharging of the battery of the electric vehicle, and recover the kinetic energy of the electric vehicle, so that the energy utilization rate is higher. In this way, efficient energy control and management can be realized for dual energy source pure electric vehicles.
优选的,所述双向DC-DC变换器包括两个功率开关管和一个电感,电感的一端连接在两个功率开关管的连接点上,通过DC-DC双向变换器向超级电容充电,实现能量的回收,并且还避免了电路中电流过大的波动。 Preferably, the bidirectional DC-DC converter includes two power switch tubes and an inductor, one end of the inductor is connected to the connection point of the two power switch tubes, and the supercapacitor is charged through the DC-DC bidirectional converter to realize energy recovery, and also avoid excessive fluctuations in current in the circuit.
优选的,所述动力电池和超级电容串联,串联支路上并联有功率分配电路,该功率分配电路包括一变压器及与变压器串联的开关管,通过功率分配电路实现了对动力电池及超级电容进行精确地充放电管理控制,从而使车辆的电池电能得到合理的利用,提高了续行里程及能量的回收效率。 Preferably, the power battery and the supercapacitor are connected in series, and a power distribution circuit is connected in parallel on the series branch, and the power distribution circuit includes a transformer and a switch tube connected in series with the transformer. The management and control of charging and discharging can make the battery power of the vehicle be used reasonably, and improve the mileage and energy recovery efficiency.
优选的,所述动力电池为铅酸蓄电池、锂离子电池或镍氢蓄电池,适用性广。 Preferably, the power battery is a lead-acid battery, a lithium-ion battery or a nickel-hydrogen battery, which has wide applicability.
优选的,所述微处理控制单元电接有信号滤波电路,光电隔离器件,抗干扰性更强。 Preferably, the micro-processing control unit is electrically connected with a signal filter circuit, a photoelectric isolation device, and has stronger anti-interference ability.
优选的,所述动力电池及超级电容为动力电池组及超级电容组,由多个单体经过串联及并联组合构成,超级电容具有高效的充放电效率,能够平衡动力电池的充放电电流,使电池电流基本稳定在均值附近,减少动力电池充电次数,提高电池寿命。 Preferably, the power battery and the supercapacitor are a power battery pack and a supercapacitor pack, which are composed of multiple monomers connected in series and in parallel. The supercapacitor has high charge and discharge efficiency, and can balance the charge and discharge current of the power battery, so that The battery current is basically stable around the average value, reducing the number of power battery charging and improving battery life.
本实用新型的优点在于:该电动汽车能量管理系统是纯电动车能量管理模式的有效改进。通过预测性的纯电动汽车能量预测控制模块和具有回收控制功能的能量双向供给模块,使电动车电池模块的性能得以充分发挥,充分挖掘车辆的能量利用率,减少电池模块故障,延长电池模块的使用寿命,增加电动汽车的使用安全感,提高电动汽车的经济性能和加速性能。 The utility model has the advantages that: the electric vehicle energy management system is an effective improvement of the pure electric vehicle energy management mode. Through the predictive pure electric vehicle energy prediction control module and the energy bidirectional supply module with recovery control function, the performance of the electric vehicle battery module can be fully utilized, the energy utilization rate of the vehicle can be fully exploited, the failure of the battery module can be reduced, and the battery module can be extended. Increase the service life of electric vehicles, increase the sense of safety in the use of electric vehicles, and improve the economic performance and acceleration performance of electric vehicles.
附图说明 Description of drawings
图1是本实用新型基于预测控制的双能量源电动汽车能量管理系统实施例的结构框图; Fig. 1 is the structural block diagram of the embodiment of the dual-energy source electric vehicle energy management system based on predictive control of the present invention;
图2是本实用新型基于预测控制的双能量源电动汽车能量管理系统实施例中功率分配电路的示意图。 Fig. 2 is a schematic diagram of a power distribution circuit in an embodiment of the energy management system for an electric vehicle with dual energy sources based on predictive control of the present invention.
具体实施方式 Detailed ways
下面结合附图和具体实施方式对本实用新型作进一步详细的说明: Below in conjunction with accompanying drawing and specific embodiment, the utility model is described in further detail:
如图1所示,基于预测控制的双能量源电动汽车能量管理系统,包括锂离子电池组与超级电容组,还包括能量预测控制模块和能量双向供给模块,能量预测控制模块包括依次电接的信息集成单元、能量预测区域处理单元、变量对比单元和电池功率分配单元,能量双向供给模块包括微处理控制单元、电池监控单元、DC-DC双向变换器和电容控制单元,双向DC-DC变换器包括两个功率开关管和一个电感,电感的一端连接在两个功率开关管的连接点上,微处理控制单元分别与电池监控单元和电容控制单元电接,电池监控单元的控制信号连接锂离子电池组,电容控制单元的控制信号连接超级电容组和DC-DC双向变换器,微处理控制单元电接有信号滤波电路,光电隔离器件。 As shown in Figure 1, the energy management system for electric vehicles with dual energy sources based on predictive control includes a lithium-ion battery pack and a supercapacitor pack, and also includes an energy predictive control module and an energy bidirectional supply module. The energy predictive control module includes sequentially connected Information integration unit, energy prediction area processing unit, variable comparison unit and battery power distribution unit, energy bidirectional supply module includes microprocessing control unit, battery monitoring unit, DC-DC bidirectional converter and capacitor control unit, bidirectional DC-DC converter It includes two power switch tubes and an inductor. One end of the inductor is connected to the connection point of the two power switch tubes. The micro-processing control unit is electrically connected to the battery monitoring unit and the capacitor control unit respectively. The control signal of the battery monitoring unit is connected to the lithium ion battery. The control signals of the battery pack and the capacitor control unit are connected to the super capacitor pack and the DC-DC bidirectional converter, and the micro-processing control unit is electrically connected to a signal filter circuit and a photoelectric isolation device.
如图2所示,锂离子电池组和超级电容组串联,串联支路上并联有功率分配电路,该功率分配电路包括一变压器及与变压器串联的开关管。 As shown in Fig. 2, the lithium-ion battery pack and the supercapacitor pack are connected in series, and a power distribution circuit is connected in parallel on the series branch, and the power distribution circuit includes a transformer and a switch tube connected in series with the transformer.
本实施例中的微处理控制单元采用微处理器ARM STM32F107,利用OSII 系统做微处理控制单元的操作系统平台,用于方便系统管理及多任务处理;能量预测区域处理单元采用微处理器ARM STM32F103,信息集成单元包括安装在电机上的DJS-1型转速传感器、安装在蓄电池和超级电容组上的数字式传感器MS5534CM,以及在信息集成单元上的信号接收器SDTX/GSM980;变量对比单元采用数值比较器NXP 74HCT688D;电池功率分配单元采用Narda功分器4311B-2。 Microprocessor control unit in the present embodiment adopts microprocessor ARM STM32F107, utilizes OSII system to do the operating system platform of microprocessor control unit, is used for facilitating system management and multitasking processing; Energy prediction area processing unit adopts microprocessor ARM STM32F103 , the information integration unit includes the DJS-1 speed sensor installed on the motor, the digital sensor MS5534CM installed on the storage battery and the supercapacitor bank, and the signal receiver SDTX/GSM980 on the information integration unit; the variable comparison unit adopts the numerical value Comparator NXP 74HCT688D; battery power distribution unit uses Narda power divider 4311B-2.
本实施例中,能量预测控制模块中的DJS-1型转速传感器用于感应牵引电机当前时刻的功率输出,并将信号传递到信号接收器SDTX/GSM980,数字式传感器MS5534CM和信号接收器SDTX/GSM980用于获取蓄电池SOC和超级电容组S0C的状态;微处理器ARM STM32F103根据当前K时刻下的系统状态确定电池功率分配因子的可达区域,并根据可达区域中的平均值计算最佳功率分配的控制转矩序列;数值比较器NXP 74HCT688D用于将最佳功率分配的控制转矩序列的第一个值作为下一时刻的控制变量输出,并与K时刻和K+1时刻输出的变量值作对比,得到设定变量值,最终由Narda功分器4311B-2进行不同阶段的能量分配,通过能量预测控制模块,使电动车电池模块的性能得以充分发挥。能量双向供给模块中,通过微处理器ARM STM32F107以及电池监控单元和电容控制单元对锂离子电池组和超级电容组的充电和放电进行控制,当电动汽车起步、加速需要大功率时,超级电容组参与放电,补充部分电机所需要的功率,当电动汽车减速、制动时,电机的工作状态转换为发电机,通过DC-DC双向变换器向超级电容组充电,实现能量的回收,并且还避免了电路中电流过大的波动。通过能量预测控制模块,能使双能量源纯电动汽车中的能量流动分配更加合理,而且能量双向供给模块能控制电动汽车电池的充放电,并回收电动汽车动能,使得能量的利用率更高,从而对双能量源纯电动汽车实现高效能量的控制和管理。 In this embodiment, the DJS-1 speed sensor in the energy prediction control module is used to sense the power output of the traction motor at the current moment, and transmit the signal to the signal receiver SDTX/GSM980, the digital sensor MS5534CM and the signal receiver SDTX/ GSM980 is used to obtain the state of battery SOC and supercapacitor pack S0C; microprocessor ARM STM32F103 determines the reachable area of the battery power distribution factor according to the current system state at time K, and calculates the optimal power according to the average value in the reachable area Distributed control torque sequence; the numerical comparator NXP 74HCT688D is used to output the first value of the control torque sequence of optimal power distribution as the control variable at the next moment, and output it with the variable output at K time and K+1 time Values are compared to get the set variable values, and finally the Narda power divider 4311B-2 performs energy distribution at different stages, and through the energy prediction control module, the performance of the electric vehicle battery module can be fully utilized. In the energy bidirectional supply module, the charging and discharging of the lithium-ion battery pack and the super capacitor pack are controlled through the microprocessor ARM STM32F107, the battery monitoring unit and the capacitor control unit. When the electric vehicle starts and accelerates and needs high power, the super capacitor pack Participate in the discharge and supplement the power required by part of the motor. When the electric vehicle decelerates and brakes, the working state of the motor is converted into a generator, and the DC-DC bidirectional converter is used to charge the supercapacitor bank to realize energy recovery and avoid Excessive fluctuations in current in the circuit. Through the energy prediction control module, the energy flow distribution in the dual energy source pure electric vehicle can be made more reasonable, and the energy bidirectional supply module can control the charging and discharging of the battery of the electric vehicle, and recover the kinetic energy of the electric vehicle, so that the energy utilization rate is higher. In this way, efficient energy control and management can be realized for dual energy source pure electric vehicles.
以上所述的仅是本实用新型的优选实施方式,应当指出,对于本领域的技术人员来说,在不脱离本实用新型结构的前提下,还可以作出若干变形和改进,这些也应该视为本实用新型的保护范围,这些都不会影响本实用新型实施的效果和专利的实用性。 What is described above is only the preferred embodiment of the present utility model. It should be pointed out that for those skilled in the art, some deformations and improvements can be made without departing from the structure of the present utility model. These should also be regarded as The protection scope of the utility model, these all can not affect the effect that the utility model implements and the practicability of the patent.
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Cited By (5)
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CN107957720A (en) * | 2016-10-17 | 2018-04-24 | 香港生产力促进局 | Vehicle hybrid energy storage control system based on dSPACE and motor test bed |
CN108512239A (en) * | 2018-05-10 | 2018-09-07 | 安徽大学 | Hybrid energy source system for electric vehicle and control strategy thereof |
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RU2721227C1 (en) * | 2019-09-02 | 2020-05-18 | Общество с ограниченной ответственностью "Смартер" | Energy accumulation system and method of control thereof |
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Cited By (8)
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CN107957720A (en) * | 2016-10-17 | 2018-04-24 | 香港生产力促进局 | Vehicle hybrid energy storage control system based on dSPACE and motor test bed |
CN108512239A (en) * | 2018-05-10 | 2018-09-07 | 安徽大学 | Hybrid energy source system for electric vehicle and control strategy thereof |
CN108512239B (en) * | 2018-05-10 | 2021-04-20 | 安徽大学 | Hybrid energy source system for electric vehicle and control strategy thereof |
CN109552110A (en) * | 2018-12-27 | 2019-04-02 | 浙江大学宁波理工学院 | A kind of rule-based electric car energy composite energy management method with nonlinear prediction method |
RU2721227C1 (en) * | 2019-09-02 | 2020-05-18 | Общество с ограниченной ответственностью "Смартер" | Energy accumulation system and method of control thereof |
WO2021045643A1 (en) * | 2019-09-02 | 2021-03-11 | Общество с ограниченной ответственностью "Смартер" | Energy storage system and method for controlling same |
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