CN107276171B - Battery pack balancing method based on sliding mode control - Google Patents
Battery pack balancing method based on sliding mode control Download PDFInfo
- Publication number
- CN107276171B CN107276171B CN201710567058.8A CN201710567058A CN107276171B CN 107276171 B CN107276171 B CN 107276171B CN 201710567058 A CN201710567058 A CN 201710567058A CN 107276171 B CN107276171 B CN 107276171B
- Authority
- CN
- China
- Prior art keywords
- battery
- current
- balancing
- ith
- duty ratio
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
- 238000000034 method Methods 0.000 title claims abstract description 24
- 238000013178 mathematical model Methods 0.000 claims abstract description 20
- 238000012545 processing Methods 0.000 claims abstract description 3
- 230000002457 bidirectional effect Effects 0.000 claims description 35
- 238000012546 transfer Methods 0.000 claims description 16
- 230000005540 biological transmission Effects 0.000 claims description 15
- 238000004422 calculation algorithm Methods 0.000 claims description 11
- 238000004364 calculation method Methods 0.000 claims description 9
- 239000003990 capacitor Substances 0.000 claims description 8
- 238000005070 sampling Methods 0.000 claims description 6
- 239000000178 monomer Substances 0.000 claims 3
- 238000010276 construction Methods 0.000 claims 1
- WHXSMMKQMYFTQS-UHFFFAOYSA-N Lithium Chemical compound [Li] WHXSMMKQMYFTQS-UHFFFAOYSA-N 0.000 description 19
- 229910052744 lithium Inorganic materials 0.000 description 19
- 230000000694 effects Effects 0.000 description 5
- 238000013461 design Methods 0.000 description 4
- 238000002474 experimental method Methods 0.000 description 4
- 238000010586 diagram Methods 0.000 description 3
- 230000002028 premature Effects 0.000 description 3
- 229920006395 saturated elastomer Polymers 0.000 description 3
- 238000004458 analytical method Methods 0.000 description 2
- 230000007423 decrease Effects 0.000 description 2
- 238000005265 energy consumption Methods 0.000 description 2
- 238000004088 simulation Methods 0.000 description 2
- 239000002699 waste material Substances 0.000 description 2
- 230000009286 beneficial effect Effects 0.000 description 1
- 230000015556 catabolic process Effects 0.000 description 1
- 230000007812 deficiency Effects 0.000 description 1
- 238000006731 degradation reaction Methods 0.000 description 1
- 230000009977 dual effect Effects 0.000 description 1
- 238000005516 engineering process Methods 0.000 description 1
- 230000007613 environmental effect Effects 0.000 description 1
- 238000004519 manufacturing process Methods 0.000 description 1
- 238000012544 monitoring process Methods 0.000 description 1
- 238000004806 packaging method and process Methods 0.000 description 1
Images
Classifications
-
- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02J—CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
- H02J7/00—Circuit arrangements for charging or depolarising batteries or for supplying loads from batteries
- H02J7/0013—Circuit arrangements for charging or depolarising batteries or for supplying loads from batteries acting upon several batteries simultaneously or sequentially
- H02J7/0014—Circuits for equalisation of charge between batteries
- H02J7/0019—Circuits for equalisation of charge between batteries using switched or multiplexed charge circuits
Landscapes
- Engineering & Computer Science (AREA)
- Power Engineering (AREA)
- Secondary Cells (AREA)
- Charge And Discharge Circuits For Batteries Or The Like (AREA)
Abstract
Description
技术领域technical field
本发明涉及了一种电池算法,尤其是涉及了一种基于滑模控制的电池组均衡方法。The invention relates to a battery algorithm, in particular to a battery pack equalization method based on sliding mode control.
背景技术Background technique
节能与环保已经成为当今中国以至于全世界努力的目标。其中,电池组的广泛应用成为了时代的一种标致。Energy saving and environmental protection have become the goals of China and the world today. Among them, the wide application of battery packs has become a kind of Peugeot of the times.
电池不均衡在电池系统中很常见,也是电池系统寿命的一个重要问题。它是由两个主要的类别引起,它们分别是:物理体积的制造方差组成的内部电源,即内部阻抗的方差和自放电率差异;外部电源,例如包装的热区别。均衡技术的电池系统在锂电池中特别重要,因为没有它的话会使电池过充,充电不足,甚至过放。Battery imbalance is common in battery systems and is an important issue for battery system life. It is caused by two main categories, which are: internal power sources, which consist of manufacturing variances of physical volume, i.e. variances in internal impedance and self-discharge rate differences; and external power sources, such as thermal differences in packaging. The battery system of equalization technology is especially important in lithium batteries, because without it, the battery will be overcharged, undercharged, or even overdischarged.
电池组不均衡会造成如下危害:由于过电压引起的电池过早退化;过充电电池的安全隐患;充电停止过早导致的容量降低;放电过早终止。Unbalanced battery packs can cause the following hazards: premature battery degradation due to overvoltage; safety hazards of overcharged batteries; capacity reduction due to premature charging cessation; premature termination of discharge.
所以对串联的锂电池组进行电池均衡意义重大:能够有效维持电池能量平衡、延长寿命、提高放电效率。Therefore, it is of great significance to carry out battery balancing for lithium battery packs in series: it can effectively maintain battery energy balance, prolong life, and improve discharge efficiency.
发明内容SUMMARY OF THE INVENTION
本发明的目的在于针对现有技术的不足,提供一种锂电池组均衡方法,本发明提出设计了电池均衡系统模型。电池均衡系统模型包括双向cuk变换器电路作为均衡电路,能够实现串联电池组两两电池之间的电流传输。同时分别对锂电池和均衡电路进行建模,再结合模型得到系统整体的模型,能够对整节电池均衡方法的稳定性和汇聚性进行相应的分析和评估。最后提出基于SOC的滑模控制算法,能够有效地针对非连续电流模式,对电池均衡过程进行控制。The purpose of the present invention is to provide a lithium battery pack balancing method in view of the deficiencies of the prior art, and the present invention proposes and designs a battery balancing system model. The battery balancing system model includes a bidirectional cuk converter circuit as a balancing circuit, which can realize current transmission between two batteries in a series battery pack. At the same time, the lithium battery and the balancing circuit are modeled separately, and then the overall model of the system is obtained by combining the models, which can analyze and evaluate the stability and convergence of the entire battery balancing method. Finally, a sliding mode control algorithm based on SOC is proposed, which can effectively control the battery balancing process for discontinuous current mode.
本发明的技术方案包括以下步骤:The technical scheme of the present invention comprises the following steps:
1)根据串联电池组的不均衡情况设计特殊的电池均衡拓扑结构,具体实施是以双向cuk变换器构成电池均衡拓扑结构;1) Design a special battery balancing topology structure according to the unbalanced situation of the series battery pack, and the specific implementation is to form a battery balancing topology structure with a bidirectional cuk converter;
2)对电池均衡拓扑结构建立数理模型,并建立电池均衡拓扑结构和串联电池组共同组成的电池均衡系统数理模型;2) Establish a mathematical model of the battery balancing topology, and establish a battery balancing system mathematical model composed of the battery balancing topology and the battery pack in series;
3)结合电池均衡系统数理模型用滑模控制器进行均衡控制,实现串联电池组中各节电池之间的均衡处理。3) Combined with the mathematical model of the battery balancing system, the sliding mode controller is used for balancing control to realize the balancing processing among the cells in the series battery pack.
本发明的技术方案主要由电池均衡系统模型和控制方法组成。电池均衡系统模型是根据串联锂电池特点,设计均衡电路,并针对锂电池的均衡电路以及锂电池和均衡电路形成的整体进行建模,为控制算法提供数理基础。控制方法是基于SOC(荷电状态)的滑模控制,包括限定条件与均衡目标、用于SOC监测的改进滑模观测器、受饱和均衡电流限制的电池均衡滑模控制器。The technical solution of the present invention mainly consists of a battery balancing system model and a control method. The battery balance system model is to design the balance circuit according to the characteristics of the series lithium battery, and model the balance circuit of the lithium battery and the whole formed by the lithium battery and the balance circuit, so as to provide a mathematical basis for the control algorithm. The control method is a sliding mode control based on SOC (state of charge), including limiting conditions and equilibrium targets, an improved sliding mode observer for SOC monitoring, and a battery equilibrium sliding mode controller limited by saturated equilibrium current.
所述的电池为锂电池。The battery is a lithium battery.
所述的步骤1)中,在串联电池组的两个相邻电池之间连接有作为均衡电路的双向cuk变换器电路,并且每个均衡电路均连接一个控制器,由相邻电池之间之间的均衡电路及其各自的控制器构成了电池均衡拓扑结构。这种结构能提高均衡效率,减少能量的浪费。In the described step 1), a bidirectional cuk converter circuit as an equalization circuit is connected between two adjacent batteries in the series-connected battery pack, and each equalization circuit is connected to a controller, which is controlled by the difference between the adjacent batteries. The balancing circuits and their respective controllers constitute the cell balancing topology. This structure can improve the balance efficiency and reduce the waste of energy.
锂电池组中锂电池是一般是串联单体电池组的形式,锂电池组不断对外充电或者放电。根据这个情况,设锂电池组由n个单体锂电池串联而成,本发明提出使用电池均衡系统如图1。The lithium battery in the lithium battery pack is generally in the form of a single battery pack in series, and the lithium battery pack is continuously charged or discharged externally. According to this situation, it is assumed that the lithium battery pack is composed of n single lithium batteries connected in series, and the present invention proposes to use a battery balancing system as shown in Figure 1.
本发明采用双向cuk变换器作为电池到电池的均衡电路,如图2,该方法有着速度快,消耗能量少,易于操作与控制,效率相对较高等优点。如果电池组中的电池数量增加或者减少了,只需要增加或者减少相同数量的变换器,而不是为电池组调整均衡系统的整体结构。The present invention uses a bidirectional cuk converter as a battery-to-battery balancing circuit, as shown in Figure 2, the method has the advantages of high speed, low energy consumption, easy operation and control, and relatively high efficiency. If the number of cells in the battery pack increases or decreases, it is only necessary to increase or decrease the same number of inverters, rather than adjusting the overall structure of the balancing system for the battery pack.
本发明在相邻两节电池串联之间用均衡电路连接,均衡电路实现电池之间的能量传递,在均衡电路连接一个单独的控制器对均衡电路进行控制,实现了简单而迅速的智能均衡效果。The invention connects two adjacent batteries in series with an equalizing circuit, the equalizing circuit realizes the energy transfer between the batteries, and a separate controller is connected to the equalizing circuit to control the equalizing circuit, thereby realizing a simple and rapid intelligent equalizing effect .
以第i节电池和第i+1节电池(1≤i≤n-1)之间的所述双向cuk变换器作为第i个双向cuk变换器,具体电路结构为:包括电感Li1、电感Li2、能量传递电容器Ci、MOSFET管Qi1、MOSFET管Qi2、体二极管di1和体二极管di2,MOSFET管Qi1和体二极管di1并联后和电感Li1一起串联在第i节电池的两端,MOSFET管Qi2和体二极管di2并联后和电感Li2一起串联在第i+1节电池的两端,能量传递电容器Ci两端串联在电感Li1和电感Li2之间;由此使得n节电池串联的电池组之间共有n-1个双向cuk变换器在其中相连,并且电路用PWM信号驱动控制两个MOSFET管的开通与关断来控制两节电池之间的充放电,以实现两节电池之间的电压平衡。PWM信号的占空比作为电池均衡的控制变量,分别为Di1,Di2,通过选择合适的占空比可以减少MOSFET的开关损耗。例如首先,MOSFET管Qi1开通且MOSFET管Qi2关闭时,使得第i节电池先向能量传递电容器Ci充电;然后,MOSFET管Qi2开通且MOSFET管Qi1关闭时,使得能量传递电容器Ci向第i+1节电池充电。The bidirectional cuk converter between the i-th battery and the i+1-th battery (1≤i≤n-1) is used as the i-th bidirectional cuk converter, and the specific circuit structure is: including an inductance L i1 , an inductance L i2 , energy transfer capacitor C i , MOSFET tube Q i1 , MOSFET tube Q i2 , body diode d i1 and body diode d i2 , MOSFET tube Q i1 and body diode d i1 are connected in parallel with the inductor L i1 and are connected in series in section i At both ends of the battery, the MOSFET Q i2 and the body diode d i2 are connected in parallel with the inductor L i2 and are connected in series at the two ends of the i+1th battery, and the two ends of the energy transfer capacitor C i are connected in series between the inductor L i1 and the inductor L i2 . There are n-1 bidirectional cuk converters connected in the battery pack with n batteries in series, and the circuit uses PWM signal to drive and control the turn-on and turn-off of the two MOSFET tubes to control the connection between the two batteries. charge and discharge to achieve voltage balance between the two batteries. The duty cycle of the PWM signal is used as a control variable for battery balancing, which are respectively D i1 and D i2 , and the switching loss of the MOSFET can be reduced by selecting an appropriate duty cycle. For example, first, when the MOSFET tube Q i1 is turned on and the MOSFET tube Q i2 is turned off, the i-th battery is charged to the energy transfer capacitor C i first; then, when the MOSFET tube Q i2 is turned on and the MOSFET tube Q i1 is turned off, the energy transfer capacitor C is made to charge. iCharge the i+1th battery.
本发明均衡电路构成的电池均衡拓扑结构有以下特点:The battery balancing topology formed by the balancing circuit of the present invention has the following characteristics:
1、使用双向均衡电路,使得能量可以从一节电池传递到任意另一节电池中,解决能量分配不均的问题。例如,初始一节电池通过均衡电路向下一节串联的电池充电,下一节串联的电池充电再通过均衡电路向下下一节串联的电池充电,从而使得初始一节电池经中间多节串联的电池向任意一节电池实现充电,完成能量的任意传递。1. Using a two-way balancing circuit, energy can be transferred from one battery to any other battery to solve the problem of uneven energy distribution. For example, the initial battery is charged to the next battery connected in series through the balancing circuit, and the next battery connected in series is charged through the balancing circuit to charge the next battery connected in series, so that the initial battery is connected in series through the middle battery. The battery can be charged to any battery to complete the arbitrary transfer of energy.
2、在串联电池的基础上通过设计外部电路模块,对串联电池组本身的电流影响不大,可以应对混合动力的复杂环境,在电池工作时也可以实现均衡。2. By designing external circuit modules on the basis of series-connected batteries, it has little effect on the current of the series-connected battery pack itself. It can cope with the complex environment of hybrid power, and can also achieve balance when the battery is working.
3、电池和均衡电路可以看作一个整体,均衡系统针对n个串联电池,则使用n-1个双向的均衡电路,拓展性良好。3. The battery and the equalizing circuit can be regarded as a whole. The equalizing system uses n-1 bidirectional equalizing circuits for n series batteries, which has good scalability.
4、相对来说模块化明显,可以将均衡电路抽象出来,进行建模分析。系统的移植性非常良好,便于应用不同电池管理的场合中。4. Relatively speaking, the modularization is obvious, and the equalization circuit can be abstracted for modeling analysis. The portability of the system is very good, which is convenient for application in different battery management occasions.
所述的步骤2)中,对电池均衡拓扑结构进行建模,再结合电池均衡拓扑结构的模型构建电池均衡系统数理模型,能够对整节电池均衡方法的稳定性和汇聚性进行相应的分析和评估。In the step 2), the battery balancing topology is modeled, and the battery balancing system mathematical model is constructed in combination with the model of the battery balancing topology, so that the stability and convergence of the entire battery balancing method can be analyzed and analyzed accordingly. Evaluate.
所述的步骤2)中,电池均衡拓扑结构的数理模型具体为:In the described step 2), the mathematical model of the battery balancing topology is specifically:
如图1所示,编号为i(1≤i≤n-1)的变换器的结构对称,可以将能量在第i节电池和第i+1节电池间双向传递。因此忽略一般的损耗,能量从第i节电池传递至第i+1节电池,同时根据第i个双向cuk电路的电路,双电路由PWM信号驱动,控制MOSFET的开通与关断。PWM信号的占空比作为电池均衡的控制变量,得到所述第i个双向cuk变换器中的均衡电流的计算公式如下:As shown in Fig. 1, the structure of the converter numbered i (1≤i≤n-1) is symmetrical, which can transfer energy bidirectionally between the i-th battery and the i+1-th battery. Therefore, ignoring the general loss, the energy is transferred from the i-th battery to the i+1-th battery, and according to the circuit of the i-th bidirectional cuk circuit, the dual circuit is driven by the PWM signal to control the on and off of the MOSFET. The duty cycle of the PWM signal is used as a control variable for battery balancing, and the calculation formula for obtaining the balancing current in the i-th bidirectional cuk converter is as follows:
其中,ILi1和ILi2分别代表经过电感Li1和Li2的均衡电流,电流量大小决定充电得多少,Li1表示第i个双向cuk变换器中连接到第i节电池的电感,Li2表示第i个双向cuk变换器中连接到第i+1节电池的电感,Pi代表第i个双向cuk变换器中第i节电池向第i+1节电池充电时的电流传输效率,Pi′代表表第i个双向cuk变换器中第i+1节电池向第i节电池充电时的电流传输效率,Ts为采样时间,和分别是第i和第i+1节电池的端电压,是电容平均电压,Di1表示MOSFET管Qi1上PWM信号的占空比控制量,Di2表示MOSFET管Qi2上PWM信号的占空比控制量;Among them, I Li1 and I Li2 represent the balanced current through the inductors L i1 and L i2 respectively, the magnitude of the current determines how much to charge, L i1 represents the inductance connected to the i-th battery in the i-th bidirectional cuk converter, and L i2 represents the inductance of the i-th bidirectional cuk converter connected to the i+1th battery, P i represents the current transfer efficiency of the i-th bidirectional cuk converter when the i-th battery is charging to the i+1th battery, P i i ′ represents the current transfer efficiency of the i+1th battery in the i-th bidirectional cuk converter when charging the i-th battery, T s is the sampling time, and are the terminal voltages of the i-th and i+1-th cells, respectively, is the average voltage of the capacitor, D i1 represents the duty cycle control amount of the PWM signal on the MOSFET tube Q i1 , and D i2 represents the duty cycle control amount of the PWM signal on the MOSFET tube Q i2 ;
上述公式变形得到两个MOSFET管各自对应的占空比控制量Di1和Di2的计算公式如下:The above formula is deformed to obtain the calculation formulas of the corresponding duty cycle control quantities D i1 and D i2 of the two MOSFET tubes as follows:
根据上述公式,在已知电路中各个变量的前提下,将均衡电流ILi2代入其中能够计算获得两个MOSFET管各自对应的占空比控制量Di1和Di2的值,用占空比控制量Di1和Di2控制均衡电路的两个MOSFET管来实现电池的均衡。According to the above formula, under the premise of knowing the variables in the circuit, the equalizing current I Li2 can be substituted into it to calculate and obtain the corresponding duty cycle control quantities D i1 and D i2 of the two MOSFET tubes. Quantities D i1 and D i2 control the two MOSFET tubes of the equalization circuit to realize the equalization of the battery.
所述的步骤2)中,电池均衡系统数理模型具体为:In the described step 2), the mathematical model of the battery balancing system is specifically:
针对n节电池来说,第一节电池和最后一节电池分别单独只和一个均衡电路相连,其他都和两个均衡电路相连。For n batteries, the first battery and the last battery are respectively connected to only one equalization circuit, and the others are connected to two equalization circuits.
针对两个MOSFET管的占空比控制量Di1和Di2构建各自的开关变量γi和γ′i,表示为:The respective switching variables γ i and γ′ i are constructed for the duty cycle control quantities D i1 and D i2 of the two MOSFETs, which are expressed as:
Di1(k)Di2(k)=0D i1 (k)D i2 (k)=0
因为两个MOSFET管无法同时开启,所以Di1(k)Di2(k)=0。Since the two MOSFETs cannot be turned on at the same time, D i1 (k)D i2 (k)=0.
记是第i(2≤i≤n-1)节电池k时刻的单体均衡电流,为第1节电池k时刻的单体均衡电流,为第n节电池k时刻的单体均衡电流;remember is the cell equilibrium current at time k of the i-th (2≤i≤n-1) cell, is the cell balancing current of the first cell at time k, is the cell balancing current at time k of the nth battery;
各个单体均衡电流计算公式如下:The formula for calculating the equilibrium current of each cell is as follows:
其中,k表示采样时间的序号,γi和γ′i(1≤i≤n)分别是针对占空比控制量Di1和Di2的开关变量,pi表示第i块电池对第i+1块电池电流传输效率,fi1(Di1(k)和fi2(Di2(k))(1≤i≤n)代表两个MOSFET管的传输电流和PWM信号的占空比关系,fi1(Di1(k))表示第i块均衡电路k时刻的占空比控制量Di1和传输电流之间的关系,fi2(Di2(k))表示k时刻的占空比控制量Di2和传输电流之间的关系,传输电流是指第i个电池对第i+1个电池传输的电流;wi1(k)和wi2(k)(1≤i≤n-1)分别代表单体均衡电流经过第i个双向cuk变换器的模型误差;Among them, k represents the sequence number of the sampling time, γ i and γ′ i (1≤i≤n) are the switching variables for the duty cycle control quantities D i1 and D i2 , respectively, and p i indicates that the i-th battery is paired with the i+ The current transfer efficiency of a battery, f i1 (D i1 (k) and f i2 (D i2 (k)) (1≤i≤n) represent the relationship between the transmission current of the two MOSFETs and the duty cycle of the PWM signal, f i1 (D i1 (k)) represents the relationship between the duty ratio control amount D i1 and the transmission current of the ith block equalizing circuit at time k, and f i2 (D i2 (k)) represents the duty ratio control amount at time k The relationship between D i2 and the transmission current, the transmission current refers to the current transmitted by the i-th battery to the i+1-th battery; w i1 (k) and w i2 (k) (1≤i≤n-1) respectively Represents the model error of the single balancing current passing through the i-th bidirectional cuk converter;
将第i节电池k时刻的单体均衡电流简化为:Balance the current of the cell at time k of the i-th battery Simplifies to:
为便于针对锂电池组进行均衡,本发明针对锂电池的SOC进行设定,n节电池串联的电池组的电池均衡系统数理模型表示为:In order to facilitate the balance of the lithium battery pack, the present invention sets the SOC of the lithium battery, and the mathematical model of the battery balance system of the battery pack with n cells connected in series is expressed as:
z(k+1)=z(k)+dB1(k)(u1(k)+w1(k))+dB2(k)(u2(k)+w2(k))-b(k)z(k+1)=z(k)+dB 1 (k)(u 1 (k)+w 1 (k))+dB 2 (k)(u 2 (k)+w 2 (k))- b(k)
其中,u1(k)和u2(k)分别表示双向cuk变换器向输入侧和输出侧的两节单体电池输出的均衡电流,wi1(k)和wi2(k)分别表示为第一、第二误差外部电流,B1(k)表示位于输入侧的所有MOSFET管的各个效率,B2(k)表示位于输出侧的所有MOSFET管的各个效率,b(k)表示外部电流影响参数;z(k+1)代表k+1时刻各节电池的荷电状态,z(k)代表k时刻各节电池的荷电状态;Among them, u 1 (k) and u 2 (k) represent the balanced current output by the bidirectional cuk converter to the two single cells on the input side and the output side, respectively, and w i1 (k) and w i2 (k) are respectively expressed as The first and second error external currents, B 1 (k) represents the respective efficiencies of all MOSFETs on the input side, B 2 (k) represents the respective efficiencies of all MOSFETs on the output side, and b(k) represents the external current Influencing parameters; z(k+1) represents the state of charge of each battery at
上述公式中,z(k)、u1(k)、u2(k)、B1(k)、B2(k)和b(k)表示为:In the above formula, z(k), u 1 (k), u 2 (k), B 1 (k), B 2 (k) and b(k) are expressed as:
z(k)=[z1(k),z2(k),……zn(k)]z(k)=[z 1 (k), z 2 (k), ... z n (k)]
u1(k)=[f11(D11(k)).……,f(n-1)1(D(n-1)1(k))]T u 1 (k)=[f 11 (D 11 (k)). …, f (n-1)1 (D (n-1)1 (k))] T
u2(k)=[f12(D12(k)),……,f(n-1)2(D(n-1)2(k))]T u 2 (k)=[f 12 (D 12 (k)), ..., f (n-1)2 (D (n-1)2 (k))] T
b(k)=[dIs(k) … dIs(k)]T b(k)=[dI s (k) … dI s (k)] T
其中,γi和γ′i分别是针对占空比控制量Di1和Di2的开关变量,pi表示第i块电池对第i+1块电池电流传输效率,pi’表示第i+1块电池对第i块电池电流传输效率,Is(k)表示外部电流;d表示辅助变量,T是控制采样时间区间,Cb表示电池容量;f(n-1)1(D(n-1)1(k))表示第n-1块均衡电路k时刻的占空比控制量D(n-1)1和传输电流之间的关系,f(n-1)2(D(n-1)2(k))表示第n-1块均衡电路k时刻的占空比控制量D(n-1)2和传输电流之间的关系,zn(k)表示第n节电池在k时刻的荷电状态。Among them, γ i and γ′ i are switching variables for the duty cycle control quantities D i1 and D i2 respectively, pi represents the current transfer efficiency of the i -th battery to the i+1-th battery, and pi ' represents the i +th battery The current transfer efficiency of one battery to the i-th battery, I s (k) represents the external current; d represents the auxiliary variable, T is the control sampling time interval, C b represents the battery capacity; f (n-1)1 (D (n-1)1 (k)) represents the duty cycle control amount D ( The relationship between n-1)1 and the transmission current, f (n-1)2 (D (n-1)2 (k)) represents the duty ratio control amount D ( The relationship between n-1)2 and the transmission current, z n (k) represents the state of charge of the nth battery at time k.
由相关文献知道电池容量Cb=3600安倍时,d是一个非常小的常量。It is known from the relevant literature that when the battery capacity C b =3600 ampere, d is a very small constant.
所述的步骤3)中,针对步骤2)构建的电池均衡拓扑结构的数理模型和电池均衡系统数理模型,采用滑模控制算法进行进行均衡控制,计算获得两个MOSFET管各自对应的占空比控制量Di1和Di2。In the described step 3), for the mathematical model of the battery balancing topology and the mathematical model of the battery balancing system constructed in step 2), a sliding mode control algorithm is used to carry out balancing control, and the corresponding duty ratios of the two MOSFET tubes are obtained by calculation. Control quantities D i1 and D i2 .
所述的滑模控制算法中,建立以下电池限定条件与电池均衡目标:In the described sliding mode control algorithm, the following battery limiting conditions and battery balancing goals are established:
电池限定条件:第i个均衡电路中被控制的均衡电流u1(k)和u2(k)满足:Battery Constraints: The controlled balancing currents u 1 (k) and u 2 (k) in the i-th balancing circuit satisfy:
其中,是双向cuk变换器中最大允许的均衡电流电池电流限制,因为双向cuk变换器用于在DICM状态下工作,过充和过放的电流对电池有害,所以第i节电池的电流要被保持在范围内。代表双向cuk变换器中电池允许通过的最大电流,Is(k)表示外部电流;in, is the maximum allowable balancing current battery current limit in the bidirectional cuk converter, because the bidirectional cuk converter is used to work in the DICM state, the current of overcharge and overdischarge is harmful to the battery, so the current of the i-th battery should be kept at within the range. Represents the maximum current allowed by the battery in the bidirectional cuk converter, I s (k) represents the external current;
并且同时满足以下公式:and also satisfy the following formulas:
由上式可见,ui(k)随着外部的电流的变化而变化,并非常数。It can be seen from the above formula that u i (k) changes with the change of the external current and is not constant.
电池均衡目标:电池均衡的目标是使得锂电池的SOC收敛于一个限度,两节电池之间的荷电状态满足如下公式:Battery balancing goal: The goal of battery balancing is to make the SOC of the lithium battery converge to a limit, and the state of charge between the two batteries satisfies the following formula:
其中,zi(k)是第i节电池在k时刻的荷电状态,对所有的初始值zi(0)和zj(0)满足1≤i,j≤n,i≠j,ε是电池之间能接受的最大荷电状态偏差,k表示时刻,τ是电池的平衡时间。Among them, zi (k) is the state of charge of the i-th battery at time k, and for all initial values zi (0) and z j (0) satisfy 1≤i, j≤n, i≠j, ε is the maximum acceptable state-of-charge deviation between batteries, k is the time instant, and τ is the balancing time of the batteries.
本发明通过以上电池限定条件与电池均衡目标建立受饱和均衡电流限制的电池均衡滑模控制器,能够使得均衡电流尽可能高,来提高平衡速度。The present invention establishes a battery balancing sliding mode controller limited by the saturated balancing current through the above battery limiting conditions and the battery balancing target, which can make the balancing current as high as possible to improve the balancing speed.
在通过滑模控制算法计算获得分别向输入侧和输出侧的两节单体电池输出的均衡电流u1(k)、u2(k),再利用以下公式计算获得两个MOSFET管的传输电流和PWM信号的占空比关系fi1(Di1(k))和fi2(Di2(k)):After calculating the balanced currents u 1 (k) and u 2 (k) output to the two single cells on the input side and the output side by the sliding mode control algorithm, the transmission currents of the two MOSFETs are obtained by calculating the following formulas. And the duty cycle relationship f i1 (D i1 (k)) and f i2 (D i2 (k)) of the PWM signal:
u1(k)=[f11(D11(k)).......,f(n-1)1(D(n-1)1(k))]T u 1 (k)=[f 11 (D 11 (k))......., f (n-1)1 (D (n-1)1 (k))] T
u2(k)=[f12(D12(k)),……,f(n-1)2(D(n-1)2(k))]T u 2 (k)=[f 12 (D 12 (k)), ..., f (n-1)2 (D (n-1)2 (k))] T
3.2)再利用占空比关系fi1(Di1(k))和fi2(Di2(k))采用以下公式进行相反计算获得占空比控制量Di1和Di2控制每个均衡电路:3.2) Then use the duty ratio relationship f i1 (D i1 (k)) and f i2 (D i2 (k)) to perform the reverse calculation with the following formula to obtain the duty cycle control quantities D i1 and D i2 to control each equalizing circuit:
本发明是在串联电池组中,电池与电池两两之间采用双向cuk变换器电路作为均衡电路,电池组和均衡电路构成了电池到电池均衡拓扑结构,该方式能提高均衡效率,减少能量的浪费。分别对锂电池和均衡电路进行建模,再结合模型得到系统整体的模型,能够对整节电池均衡方法的稳定性和汇聚性进行相应的分析和评估。In the present invention, in a series battery pack, a bidirectional cuk converter circuit is used as a balance circuit between the batteries and the battery pack. The battery pack and the balance circuit form a battery-to-battery balance topology structure, which can improve the balance efficiency and reduce energy consumption. waste. Model the lithium battery and the balancing circuit separately, and then combine the models to obtain the overall model of the system, which can analyze and evaluate the stability and convergence of the entire battery balancing method.
本发明的有益效果是:The beneficial effects of the present invention are:
本发明采用滑模控制方法后并限定范围,使得平衡补偿的最大允许电流随外部电流变化而非固定常数值,这样能防止电池电流超过其限制。The invention adopts the sliding mode control method and limits the range, so that the maximum allowable current of the balance compensation changes with the external current instead of a fixed constant value, which can prevent the battery current from exceeding its limit.
本发明通过带有饱和均衡电流限制的电池均衡滑模控制器来进行离散滑模控制,这样对于未知的干扰有非常好的鲁棒性,而且通过仿真证明,电池组中电池的SOC能够比其他方法更加迅速良好的收敛。The invention performs discrete sliding mode control through a battery balancing sliding mode controller with saturated balancing current limit, which has very good robustness to unknown disturbances, and it is proved by simulation that the SOC of the battery in the battery pack can be compared with other The method converges more quickly and well.
本发明方法最后经过使用李雅普诺夫分析的数学证明,n个串联单体电池之间的SOC差距能收敛到一个很小的范围。与以往单独仅均衡两个单体电池不同,本算法可以应用与两个以上的电池均衡,并拥有着很好的均衡效果。The method of the present invention finally proves that the SOC gap between n series single cells can converge to a very small range through the mathematical proof by using Lyapunov analysis. Different from only balancing two single cells in the past, this algorithm can be applied to more than two cells balancing, and has a good balancing effect.
经仿真和实验证明,本发明设计能够迅速对电池进行均衡,有效节约能源,提高电池寿命。It is proved by simulation and experiments that the design of the present invention can quickly balance the battery, effectively save energy and improve battery life.
附图说明Description of drawings
图1是有均衡电路串联电池组示意图;Figure 1 is a schematic diagram of a battery pack connected in series with an equalizing circuit;
图2是本发明的双向cuk变换器结构图;Fig. 2 is the bidirectional cuk converter structural diagram of the present invention;
图3是双向cuk变换器的电感电流曲线图;Fig. 3 is the inductor current curve diagram of the bidirectional cuk converter;
图4是本实施里的滑模控制的结果图,(a)图是各节电池的SOC值,(b)图是滑模控制下的PWM占空比变化。Fig. 4 is a result graph of the sliding mode control in this embodiment, (a) graph is the SOC value of each battery, (b) graph is the PWM duty ratio change under the sliding mode control.
具体实施方式Detailed ways
下面用一个实例来证明本发明提出的锂电池均衡方法的有效性。An example is used below to demonstrate the effectiveness of the lithium battery balancing method proposed by the present invention.
1、实验设备1. Experimental equipment
1)电池:1) Battery:
使用由四个NCR 18650(MH12210-3400mAh)锂电池组成的电池组进行实验,如图2所示。经过几轮充放电实验,得到这些电池的电容量大概是3.1Ah和Cb=3.1×3600。和是可以计算得到为3.23和0.8948.模型的相关参数分别为:The experiments were carried out using a battery pack consisting of four NCR 18650 (MH12210-3400mAh) lithium cells, as shown in Figure 2. After several rounds of charge-discharge experiments, the electric capacity of these batteries is about 3.1Ah and Cb=3.1×3600. and can be calculated as 3.23 and 0.8948. The relevant parameters of the model are:
R0i=0.206Ω,Rsi=0.0158Ω,R0i=0.206Ω, Rsi=0.0158Ω,
Csi=12340F,Rfi=0.01509Ω,and Cfi=1584F.Csi=12340F, Rfi=0.01509Ω, and Cfi=1584F.
2)双向cuk变换器:2) Bidirectional cuk converter:
如图1所示,一个4元序列的电池组需要一个包含3个双向cuk变换器。选择相关配件参数如下:As shown in Figure 1, a 4-element battery pack requires a 3-way bidirectional cuk converter. Select the relevant accessories parameters as follows:
Li1=Li2=100μH,C=470μFLi1=Li2=100μH, C=470μF
NTD6416AN-1G型号的MOSFET管受到7kHz频率的PWM波信号的驱动。The MOSFET of NTD6416AN-1G is driven by a PWM wave signal with a frequency of 7kHz.
进行相关实验来确定双向cuk变换器的表现。相邻电池的最终电压分别是VB1=3.93V and VB2=3.62V。PWM波的占空比被设置为0.3。电感的电流曲线如图3。Experiments were carried out to determine the performance of the bidirectional cuk converter. The final voltages of the adjacent cells are VB1=3.93V and VB2=3.62V, respectively. The duty cycle of the PWM wave is set to 0.3. The current curve of the inductor is shown in Figure 3.
电池的最大允许电流为IBmax=3A。在DICM模式下最大的均衡电流设定为IDmax=0.9A。控制时间为T=1s。电池组各节电池的初始SOC分别为:The maximum allowable current of the battery is IBmax =3A. The maximum equalizing current in DICM mode is set to I Dmax =0.9A. The control time is T=1s. The initial SOC of each cell in the battery pack is:
SOC1(0)=74%,SOC2(0)=82%,SOC3(0)=71%,and SO4(0)=80%SOC1(0)=74%, SOC2(0)=82%, SOC3(0)=71%, and SO4(0)=80%
通过滑模控制设定,当电池之间的SOC差比2%小,电池均衡的过程将会停止。With the sliding mode control setting, when the SOC difference between the cells is less than 2%, the process of cell balancing will stop.
对于滑模控制控制算法,设定增益为η=0.01,设定ξ=3For the sliding mode control algorithm, set the gain as η=0.01 and set ξ=3
2、实验结果2. Experimental results
滑模控制的结果如图4。均衡所需要时间为1138s,比以前提出的滑模控制大大缩短。其相应的PWM波占空比在图4中显示。The result of sliding mode control is shown in Fig. 4. The time required for equalization is 1138s, which is much shorter than the sliding mode control proposed previously. Its corresponding PWM wave duty cycle is shown in Figure 4.
由此可见,本发明方法具有很好的均衡效果,能有效防止电池电流超过其限制,对于未知的干扰有非常好的鲁棒性,实现了能够迅速对电池进行均衡、有效节约能源和提高电池寿命,具有其突出显著的技术效果。It can be seen that the method of the present invention has a good balancing effect, can effectively prevent the battery current from exceeding its limit, has very good robustness against unknown interference, and realizes the ability to quickly balance the battery, effectively save energy and improve the battery. life, has its outstanding technical effect.
Claims (3)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201710567058.8A CN107276171B (en) | 2017-07-12 | 2017-07-12 | Battery pack balancing method based on sliding mode control |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201710567058.8A CN107276171B (en) | 2017-07-12 | 2017-07-12 | Battery pack balancing method based on sliding mode control |
Publications (2)
Publication Number | Publication Date |
---|---|
CN107276171A CN107276171A (en) | 2017-10-20 |
CN107276171B true CN107276171B (en) | 2020-05-29 |
Family
ID=60072771
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201710567058.8A Active CN107276171B (en) | 2017-07-12 | 2017-07-12 | Battery pack balancing method based on sliding mode control |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN107276171B (en) |
Families Citing this family (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN107732331B (en) * | 2017-09-11 | 2019-07-12 | 浙江大学 | A global optimal control method for SOC balance control of series lithium battery packs |
CN108649674A (en) * | 2018-06-05 | 2018-10-12 | 北京师范大学珠海分校 | Double-direction radio charging circuit, method and system |
CN110297452B (en) * | 2019-07-15 | 2021-11-02 | 福州大学 | A battery pack adjacent balancing system and its predictive control method |
CN113452108B (en) * | 2021-05-14 | 2024-02-02 | 国网浙江省电力有限公司杭州供电公司 | Device and method for active equalization layered control of power battery pack |
CN115360793B (en) * | 2022-09-15 | 2024-06-11 | 湖北亿纬动力有限公司 | Battery pack equalization method, device, battery system and storage medium |
Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN105226744A (en) * | 2015-09-10 | 2016-01-06 | 广西大学 | A kind of power battery pack balance charge/discharge control method based on SOC and system |
CN105609887A (en) * | 2016-01-08 | 2016-05-25 | 南京航空航天大学 | Layered equalizing circuit system based on series battery stack and hybrid control method |
-
2017
- 2017-07-12 CN CN201710567058.8A patent/CN107276171B/en active Active
Patent Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN105226744A (en) * | 2015-09-10 | 2016-01-06 | 广西大学 | A kind of power battery pack balance charge/discharge control method based on SOC and system |
CN105609887A (en) * | 2016-01-08 | 2016-05-25 | 南京航空航天大学 | Layered equalizing circuit system based on series battery stack and hybrid control method |
Non-Patent Citations (3)
Title |
---|
Cell Balancing Control for Serially Connected Lithium-Ion Batteries;Quan Ouyang;《2016 American Control Conference》;20160801;第3095-3100页 * |
Improved Cell Equalizing Topology for Serially Connected Lithium;Quan Ouyang;《2016 IEEE 55th Conference on Decision and Control》;20161229;第6715-6720页 * |
Quan Ouyang.Cell Balancing Control for Serially Connected Lithium-Ion Batteries.《2016 American Control Conference》.2016, * |
Also Published As
Publication number | Publication date |
---|---|
CN107276171A (en) | 2017-10-20 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN107276171B (en) | Battery pack balancing method based on sliding mode control | |
Wu et al. | Research on equalization strategy of lithium-ion batteries based on fuzzy logic control | |
CN112152280B (en) | Multivariable balance control method for power battery | |
CN107732331B (en) | A global optimal control method for SOC balance control of series lithium battery packs | |
CN106712191B (en) | Battery pack balancing circuit and method based on external energy storage unit and LC quasi-resonance | |
CN103501033B (en) | Based on battery balanced control method and the system of maximum average isostatic electric current | |
CN104767246B (en) | A kind of distributed cascade isolates equalizing circuit and control method | |
CN110247451B (en) | Lithium ion power battery pack full-life cycle balance control method | |
CN110752645A (en) | Parallel charging and discharging management system for multiple batteries | |
CN112886666B (en) | A decentralized active equalization method suitable for cascaded lithium battery packs | |
CN106300545A (en) | A kind of active equalization for liquid metal cell controls device and control method | |
Qi et al. | Optimization of centralized equalization systems based on an integrated cascade bidirectional DC–DC converter | |
Moghaddam et al. | A battery equalization technique based on Ćuk converter balancing for lithium ion batteries | |
CN110247447A (en) | Echelon utilizes the sync equalizing current control method of battery pack | |
CN109866655B (en) | A control method for a distributed battery pack balance control system | |
CN109193863A (en) | Battery voltage balance control method and circuit | |
CN115208026B (en) | An active energy balancing method with source-load separation between battery groups | |
CN206422562U (en) | Circuit of battery pack balancing based on outside energy-storage units Yu LC quasi-resonances | |
CN206564476U (en) | A kind of equalizing circuit of expansible 3n energy-storage units | |
CN116505612A (en) | A compound lithium-ion battery pack balancing circuit and control method | |
CN104242395A (en) | Active equalization circuit and equalization method of series batteries of single transformer | |
CN204068358U (en) | A bidirectional charge-discharge equalization circuit for series battery packs based on inductive energy storage | |
CN114932838A (en) | Energy storage system parallel battery cluster state of charge balancing system, method and medium | |
WO2018072384A1 (en) | Two-stage equalization charge system and equalization charge method for managing power battery set | |
CN204794196U (en) | Balanced control system of group battery initiative |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
PB01 | Publication | ||
PB01 | Publication | ||
SE01 | Entry into force of request for substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
GR01 | Patent grant | ||
GR01 | Patent grant |