CN103236814A - Fractional integral sliding mode-based speed control method and device for permanent magnet synchronous motor - Google Patents
Fractional integral sliding mode-based speed control method and device for permanent magnet synchronous motor Download PDFInfo
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Abstract
本发明公开了一种基于分数阶积分滑模的永磁同步电机速度控制方法,包括构造分数阶积分滑模面S,并设计分数阶积分滑模转速控制器进行转速调节,本发明还设计了一种基于分数阶积分滑模的永磁同步电机速度控制装置;本发明所设计的基于分数阶积分滑模的永磁同步电机速度控制方法及装置能够在永磁同步电机控制系统存在参数摄动、负载扰动情况下,实现对电机的高性能速度跟随控制,并克服现有积分滑模控制中由于大的初始误差或执行器饱和所导致的积分饱和效应以及暂态性能下降。
The invention discloses a speed control method of a permanent magnet synchronous motor based on a fractional integral sliding mode, which includes constructing a fractional integral sliding mode surface S, and designing a fractional integral sliding mode speed controller for speed adjustment. The invention also designs A permanent magnet synchronous motor speed control device based on fractional integral sliding mode; the permanent magnet synchronous motor speed control method and device based on fractional integral sliding mode designed by the present invention can be used in the presence of parameter perturbation in the permanent magnet synchronous motor control system 1. In the case of load disturbance, realize high-performance speed following control of the motor, and overcome the integral saturation effect and transient performance degradation caused by large initial errors or actuator saturation in the existing integral sliding mode control.
Description
技术领域technical field
本发明涉及一种基于分数阶积分滑模的永磁同步电机速度控制方法及装置,属于交流伺服电机控制技术领域。The invention relates to a method and device for controlling the speed of a permanent magnet synchronous motor based on a fractional-order integral sliding mode, and belongs to the technical field of AC servo motor control.
背景技术Background technique
永磁同步电机具有结构紧凑、功率密度高、能量转换效率高、调速范围广、重量轻等优点,在工业、民用、军事等领域得到广泛的应用。Permanent magnet synchronous motor has the advantages of compact structure, high power density, high energy conversion efficiency, wide speed range, light weight, etc., and has been widely used in industrial, civil, military and other fields.
由于永磁同步电机是一个典型的非线性、多变量耦合系统,且其性能受到外部负载扰动、内部参数变化、对象未建模和非线性动态特性等不确定性的影响。为了获得良好的动态响应,一些鲁棒控制策略如非线性控制、自适应控制、H∞控制、滑模控制等相继被引入到交流伺服系统的研究中。其中滑模控制以其鲁棒性强、响应快速、物理实现简单等优点而得到研究人员的重视。Since the permanent magnet synchronous motor is a typical nonlinear, multivariable coupling system, its performance is affected by uncertainties such as external load disturbance, internal parameter changes, unmodeled objects, and nonlinear dynamic characteristics. In order to obtain a good dynamic response, some robust control strategies such as nonlinear control, adaptive control, H ∞ control, sliding mode control, etc. have been introduced into the research of AC servo system. Among them, the sliding mode control has attracted the attention of researchers because of its strong robustness, fast response, and simple physical implementation.
滑模控制作为一种变结构控制方法,当系统相轨迹在所设计的滑模面上运动时,对系统参数的不确定项以及外界干扰有着很强的鲁棒性。从20世纪90年代中期开始,先后有研究将滑模变结构控制应用到交流伺服系统的控制中。为了进一步解决传统滑模控制中存在的稳态误差问题,可以在滑模面的设计中引入积分项。滑模面中加入积分项可以让系统稳态误差减少、有效削弱抖振的效果、增强控制器的稳定性。Sliding mode control is a variable structure control method. When the system phase trajectory moves on the designed sliding mode surface, it has strong robustness to uncertain items of system parameters and external disturbances. Since the mid-1990s, there have been researches on applying sliding mode variable structure control to the control of AC servo system. In order to further solve the problem of steady-state error in the traditional sliding mode control, an integral term can be introduced in the design of the sliding mode surface. Adding the integral term to the sliding surface can reduce the steady-state error of the system, effectively weaken the chattering effect, and enhance the stability of the controller.
针对永磁同步电机的速度控制,现有技术所设计的积分滑模面S定义如下:For the speed control of permanent magnet synchronous motor, the integral sliding mode surface S designed in the prior art is defined as follows:
可以看出现有技术所设计的积分滑模面S是基于速度误差的整数阶积分,因此得到的积分滑模控制器也是整数阶的,在大的初始误差或执行器饱和时,会导致积分饱和效应以及暂态性能下降等问题。It can be seen that the integral sliding mode surface S designed in the prior art is based on the integer-order integral of the velocity error, so the obtained integral sliding mode controller is also of integer order, which will lead to integral saturation when the initial error is large or the actuator is saturated. effects and transient performance degradation.
本发明中,基于状态变量的分数阶微积分,构造了非线性分数阶积分滑模面,并设计一种新的分数阶积分滑模控制器,应用到永磁同步电机的速度跟随控制系统中,在保持传统整数阶积分滑模控制器的同时,有效的克服了积分饱和效应以及暂态性能下降等问题。In the present invention, based on the fractional calculus of the state variables, a nonlinear fractional integral sliding mode surface is constructed, and a new fractional integral sliding mode controller is designed, which is applied to the speed following control system of the permanent magnet synchronous motor , while maintaining the traditional integer-order integral sliding mode controller, it effectively overcomes the problems of integral saturation effect and transient performance degradation.
发明内容Contents of the invention
本发明所要解决的技术问题是提供一种能够在永磁同步电机控制系统存在参数摄动、负载扰动情况下,实现对电机的高性能速度跟随控制,并克服现有积分滑模控制中由于大的初始误差或执行器饱和所导致的积分饱和效应以及暂态性能下降的基于分数阶积分滑模的永磁同步电机速度控制方法及装置。The technical problem to be solved by the present invention is to provide a method that can realize high-performance speed following control of the motor under the condition of parameter perturbation and load disturbance in the permanent magnet synchronous motor control system, and overcome the large A permanent magnet synchronous motor speed control method and device based on a fractional integral sliding mode based on the integral saturation effect caused by the initial error of the initial error or the saturation of the actuator and the transient performance degradation.
本发明采用如下技术方案解决上述技术问题:本发明设计了一种基于分数阶积分滑模的永磁同步电机速度控制方法,包括如下具体步骤:The present invention adopts the following technical solutions to solve the above-mentioned technical problems: the present invention designs a permanent magnet synchronous motor speed control method based on fractional integral sliding mode, including the following specific steps:
步骤(1):采集永磁同步电机的三相电流ia、ib、ic,并进行Clark变换,转换成为α-β坐标系下的等效电流ia和iβ;Step (1): Collect the three-phase currents i a , i b , and i c of the permanent magnet synchronous motor, and perform Clark transformation to convert them into equivalent currents i a and i β in the α-β coordinate system;
步骤(2):通过位置传感器获得永磁同步电机的电机实际运行速度ω和转子位置θ;Step (2): Obtain the actual running speed ω and rotor position θ of the permanent magnet synchronous motor through the position sensor;
步骤(3):根据步骤(2)中的电机转子位置θ,将电机转子位置θ和步骤(1)中α-β坐标系下的等效电流ia和iβ进行PARK变换,产生d-q坐标系下的实际输出电流值id和iq;Step (3): According to the motor rotor position θ in step (2), perform PARK transformation on the motor rotor position θ and the equivalent current i a and i β in the α-β coordinate system in step (1) to generate dq coordinates The actual output current values i d and i q under the system;
步骤(4):利用步骤(2)中的电机实际运行速度ω与速度给定值ωref比较后的差值e(t),构造分数阶积分滑模面S;Step (4): Use the difference e(t) between the actual running speed ω of the motor in step (2) and the given speed ω ref to construct the fractional-order integral sliding mode surface S;
步骤(5):根据步骤(4)中的分数阶积分滑模面S设计分数阶积分滑模转速控制器进行转速调节,从而得到d-q坐标系下q轴电流给定值;Step (5): According to the fractional-order integral sliding mode surface S in step (4), design a fractional-order integral sliding-mode speed controller to adjust the speed, so as to obtain the given value of the q-axis current in the dq coordinate system ;
步骤(6):对q轴电流给定值与q轴实际输出电流值iq比较后的差值进行q轴电流调节处理,产生q轴电压输出值uq,对d轴电流给定值与d轴实际输出电流值id比较后的差值进行d轴电流调节处理,产生d轴电压输出值ud,将上述d-q坐标系下的电压输出值ud和uq进行PARK逆变换处理,从而得到α-β坐标系下的等效电压控制给定值uα和uβ,对所述等效电压控制给定值uα和uβ进行空间矢量脉宽调制,产生PWM信号,利用所述PWM信号控制三相逆变器产生三相电压信号,并利用所述三相电压信号控制永磁同步电机运行。Step (6): Set the value of the q-axis current The difference after comparison with the actual output current value i q of the q-axis is adjusted for the q-axis current to generate the q-axis voltage output value u q , and the given value of the d-axis current The difference between the d-axis actual output current value i d is compared with the d-axis current adjustment process to generate the d-axis voltage output value u d , and the above-mentioned voltage output values u d and u q in the dq coordinate system are subjected to PARK inverse transformation processing , so as to obtain the equivalent voltage control given values u α and u β in the α-β coordinate system, and perform space vector pulse width modulation on the equivalent voltage control given values u α and u β to generate a PWM signal, using The PWM signal controls the three-phase inverter to generate a three-phase voltage signal, and uses the three-phase voltage signal to control the operation of the permanent magnet synchronous motor.
作为本发明的一种优化方法:所述步骤(1)中的Clark变换表示为如下矩阵:As an optimization method of the present invention: the Clark transformation in the step (1) is expressed as the following matrix:
作为本发明的一种优化方法:所述步骤(3)中的PARK变换表示为如下矩阵:As an optimization method of the present invention: the PARK transformation in the step (3) is expressed as the following matrix:
作为本发明的一种优化方法:所述步骤(4)中构造的分数阶积分滑模面S用如下公式表示:As an optimization method of the present invention: the fractional-order integral sliding mode surface S constructed in the step (4) is expressed by the following formula:
其中,e(t)定义为速度给定值ωref与电机实际转速ω比较后的差值,t定义为时间变量,滑模系数C1>0,定义为差值e(t)的分数阶积分值,u定义为分数阶积分滑模面的阶次,且0<u<1;Among them, e(t) is defined as the difference between the speed reference value ω ref and the actual motor speed ω, t is defined as a time variable, and the sliding mode coefficient C 1 >0, Defined as the fractional integral value of the difference e(t), u is defined as the order of the fractional integral sliding mode surface, and 0<u<1;
φ(t)定义为衰减函数,φ(t)=φ(0)e-t/n,n是衰减速度常数,且n>0,且和分别为差值e(t)在t=0时的初始值和分数阶积分值。φ(t) is defined as the decay function, φ(t)=φ(0)e -t/n , n is the decay rate constant, and n>0, and and are the initial value and fractional integral value of the difference e(t) at t=0, respectively.
作为本发明的一种优化方法:所述步骤(5)中设计的分数阶积分滑模转速控制器的模型为:As an optimization method of the present invention: the model of the fractional-order integral sliding mode speed controller designed in the step (5) is:
其中,电机第一特征系数电机第二特征系数P定义为永磁同步电机的极对数,J定义为永磁同步电机的转动惯量,ψf定义为永磁体与定子交链的磁链,B定义为阻尼系数;定义为速度给定值的导数,sgn(·)为符号函数,ε定义为切换增益,且ε>0。Among them, the first characteristic coefficient of the motor The second characteristic coefficient of the motor P is defined as the number of pole pairs of the permanent magnet synchronous motor, J is defined as the moment of inertia of the permanent magnet synchronous motor, ψ f is defined as the flux linkage between the permanent magnet and the stator, and B is defined as the damping coefficient; Defined as the derivative of the speed given value, sgn(·) is a sign function, ε is defined as switching gain, and ε>0.
作为本发明的一种优化方法:所述步骤(6)中PARK逆变换表示为如下矩阵:As an optimization method of the present invention: the PARK inverse transformation in the step (6) is expressed as the following matrix:
本发明还设计了一种基于分数阶积分滑模的永磁同步电机速度控制装置,包括电流采集模块、位置传感器、Clark变换模块、第一比较器、第二比较器、第三比较器、PARK变换模块、q轴电流控制器、d轴电流控制器、PARK逆变换模块、空间矢量脉宽调制模块、三相逆变器和永磁同步电机,还包括分数阶积分滑模转速控制器,其中:The present invention also designs a permanent magnet synchronous motor speed control device based on fractional-order integral sliding mode, including a current acquisition module, a position sensor, a Clark transformation module, a first comparator, a second comparator, a third comparator, a PARK Transformation module, q-axis current controller, d-axis current controller, PARK inverse transformation module, space vector pulse width modulation module, three-phase inverter and permanent magnet synchronous motor, also including fractional order integral sliding mode speed controller, where :
所述电流采集模块用于采集电机三相定子电流ia、ib和ic,并传输至Clark变换模块;The current collection module is used to collect the three-phase stator currents ia , ib and ic of the motor, and transmit them to the Clark transformation module;
所述Clark变换模块用于将电机三相定子电流ia、ib和ic变换为α-β坐标系下的等效电流ia和iβ,并将ia和iβ传输至PARK变换模块;The Clark transformation module is used to transform the motor three-phase stator currents i a , i b and i c into equivalent currents i a and i β in the α-β coordinate system, and transmit i a and i β to the PARK transformation module;
所述位置传感器获取永磁同步电机的电机实际运行速度ω和转子位置θ,并将所述电机转子位置θ分别传输至PARK变换模块和PARK逆变换模块,将所述电机运行速度ω传输至第一比较器;The position sensor obtains the motor actual running speed ω and the rotor position θ of the permanent magnet synchronous motor, and transmits the motor rotor position θ to the PARK transformation module and the PARK inverse transformation module respectively, and transmits the motor running speed ω to the first a comparator;
所述PARK变换模块将接收到的转子位置θ和α-β坐标系下的等效电流ia、iβ进行PARK变换,产生d-q坐标系下的实际输出电流值id和iq,并将d轴实际输出电流值id传输至第三比较器,将q轴实际输出电流值iq传输至第二比较器;The PARK transformation module performs PARK transformation on the received rotor position θ and the equivalent currents i a and i β in the α-β coordinate system to generate actual output current values i d and i q in the dq coordinate system, and The actual output current value i d of the d-axis is transmitted to the third comparator, and the actual output current value i q of the q-axis is transmitted to the second comparator;
所述第一比较器将速度给定值ωref与电机实际运行速度ω比较后的差值e(t)传输至分数阶积分滑模转速控制器,所述分数阶积分滑模转速控制器进行转速调节处理,输出d-q坐标系下q轴电流给定值并传输至第二比较器,所述q轴电流给定值与q轴实际输出电流值iq经过第二比较器比较后的差值输入至q轴电流控制器,所述q轴电流控制器产生q轴电压输出值uq,并传输至PARK逆变换模块;The first comparator transmits the difference e(t) between the given speed value ω ref and the actual operating speed ω of the motor to the fractional-order integral sliding mode speed controller, and the fractional-order integral sliding mode speed controller performs Speed adjustment processing, output q-axis current given value in dq coordinate system and transmitted to the second comparator, the q-axis current given value The difference between the actual output current value i q of the q-axis and the second comparator is input to the q-axis current controller, and the q-axis current controller generates the q-axis voltage output value u q and transmits it to the PARK inverse transformation module ;
d轴电流给定值与d轴实际输出电流值id经过第三比较器比较后的差值输入至d轴电流控制器,所述d轴电流控制器产生d轴电压输出值ud,并传输至PARK逆变换模块;d-axis current given value The difference between the d-axis actual output current value i d and the third comparator is input to the d-axis current controller, and the d-axis current controller generates the d-axis voltage output value u d and transmits it to the PARK inverse transformation module ;
所述PARK逆变换模块将接收到的q轴电压输出值uq和d轴电压输出值ud进行PARK逆变换,产生α-β坐标系下的等效电压控制给定值uα和uβ,并将uα和uβ传输至空间矢量脉宽调制模块;The PARK inverse transformation module performs PARK inverse transformation on the received q-axis voltage output value u q and d-axis voltage output value u d to generate equivalent voltage control given values u α and u β in the α-β coordinate system , and transmit u α and u β to the space vector pulse width modulation module;
所述空间矢量脉宽调制模块利用接收到的α-β坐标系下的等效电压控制给定值uα和uβ产生PWM信号,并传输至三相逆变器,所述PWM信号控制三相逆变器产生三相电压信号,三相逆变器利用所述三相电压信号控制永磁同步电机运行。The space vector pulse width modulation module uses the received equivalent voltage control given values u α and u β in the α-β coordinate system to generate a PWM signal and transmit it to the three-phase inverter. The PWM signal controls the three-phase The phase inverter generates three-phase voltage signals, and the three-phase inverter uses the three-phase voltage signals to control the operation of the permanent magnet synchronous motor.
本发明与现有技术相比具有如下优点:Compared with the prior art, the present invention has the following advantages:
1.本发明中所提出的基于分数阶积分滑模的永磁同步电机速度控制方法中,分数阶积分滑模转速控制器的阶次u可调,通过选取适当的阶次u可以获得最佳的控制性能;1. In the permanent magnet synchronous motor speed control method based on the fractional-order integral sliding mode proposed in the present invention, the order u of the fractional-order integral sliding mode speed controller is adjustable, and the optimum order u can be obtained by selecting an appropriate order u control performance;
2.本发明中所提出的基于分数阶积分滑模的永磁同步电机速度控制方法,可以克服传统整数阶积分滑模控制方法中,由于大的初始误差或执行器饱和所导致的积分饱和效应以及暂态性能下降;2. The permanent magnet synchronous motor speed control method based on fractional-order integral sliding mode proposed in the present invention can overcome the integral saturation effect caused by large initial error or actuator saturation in the traditional integer-order integral sliding mode control method and transient performance degradation;
3.本发明中所提出的基于分数阶积分滑模的永磁同步电机速度控制方法,当系统存在负载扰动和参数摄动时,具有更好的动态性能和抗扰动能力,以及更精确的速度跟随精度。3. The permanent magnet synchronous motor speed control method based on fractional integral sliding mode proposed in the present invention has better dynamic performance and anti-disturbance ability, and more accurate speed when the system has load disturbance and parameter perturbation Follow precision.
附图说明Description of drawings
图1是本发明的原理框图;Fig. 1 is a block diagram of the present invention;
图2是本发明中分数阶积分滑模转速控制器的的原理框图;Fig. 2 is the functional block diagram of the fractional order integral sliding mode speed controller in the present invention;
图3是本发明中分数阶积分滑模控制与传统积分滑模控制、PI控制的斜坡响应比较图;Fig. 3 is the slope response comparative figure of fractional order integral sliding mode control and traditional integral sliding mode control, PI control in the present invention;
图4为图3中a部分的局部放大图;Fig. 4 is a partial enlarged view of part a in Fig. 3;
图5是本发明中分数阶积分滑模控制与传统积分滑模控制的正弦响应比较图;Fig. 5 is the sinusoidal response comparative figure of fractional order integral sliding mode control and traditional integral sliding mode control in the present invention;
图6是图5中b部分的局部放大图;Fig. 6 is a partially enlarged view of part b in Fig. 5;
图7是本发明中分数阶积分滑模控制与传统积分滑模控制的正弦跟踪误差图。Fig. 7 is a sinusoidal tracking error diagram of the fractional-order integral sliding mode control in the present invention and the traditional integral sliding mode control.
具体实施方式Detailed ways
下面结合附图对本发明做进一步的详细说明:Below in conjunction with accompanying drawing, the present invention is described in further detail:
如图1所示,本发明设计了一种基于分数阶积分滑模的永磁同步电机速度控制方法,包括如下具体步骤:As shown in Figure 1, the present invention has designed a kind of permanent magnet synchronous motor speed control method based on fractional order integral sliding mode, comprises following concrete steps:
步骤(1):采集永磁同步电机的三相电流ia、ib、ic,并进行Clark变换,转换成为α-β坐标系下的等效电流ia和iβ;Step (1): Collect the three-phase currents i a , i b , and i c of the permanent magnet synchronous motor, and perform Clark transformation to convert them into equivalent currents i a and i β in the α-β coordinate system;
步骤(2):通过位置传感器获得永磁同步电机的电机实际运行速度ω和转子位置θ;Step (2): Obtain the actual running speed ω and rotor position θ of the permanent magnet synchronous motor through the position sensor;
步骤(3):根据步骤(2)中的电机转子位置θ,将电机转子位置θ和步骤(1)中α-β坐标系下的等效电流ia和iβ进行PARK变换,产生d-q坐标系下的实际输出电流值id和iq;Step (3): According to the motor rotor position θ in step (2), perform PARK transformation on the motor rotor position θ and the equivalent current i a and i β in the α-β coordinate system in step (1) to generate dq coordinates The actual output current values i d and i q under the system;
步骤(4):利用步骤(2)中的电机实际运行速度ω与速度给定值ωref比较后的差值e(t),构造分数阶积分滑模面S;Step (4): Use the difference e(t) between the actual running speed ω of the motor in step (2) and the given speed ω ref to construct the fractional-order integral sliding mode surface S;
步骤(5):根据步骤(4)中的分数阶积分滑模面S设计分数阶积分滑模转速控制器进行转速调节,从而得到d-q坐标系下q轴电流给定值 Step (5): According to the fractional-order integral sliding mode surface S in step (4), design a fractional-order integral sliding-mode speed controller to adjust the speed, so as to obtain the given value of the q-axis current in the dq coordinate system
步骤(6):对q轴电流给定值与q轴实际输出电流值iq比较后的差值进行q轴电流调节处理,产生q轴电压输出值uq,对d轴电流给定值与d轴实际输出电流值id比较后的差值进行d轴电流调节处理,产生d轴电压输出值ud,将上述d-q坐标系下的电压输出值ud和uq进行PARK逆变换处理,从而得到α-β坐标系下的等效电压控制给定值uα和uβ,对所述等效电压控制给定值uα和uβ进行空间矢量脉宽调制,产生PWM信号,利用所述PWM信号控制三相逆变器产生三相电压信号,并利用所述三相电压信号控制永磁同步电机运行。Step (6): Set the value of the q-axis current The difference after comparison with the actual output current value i q of the q-axis is adjusted for the q-axis current to generate the q-axis voltage output value u q , and the given value of the d-axis current The difference between the d-axis actual output current value i d is compared with the d-axis current adjustment process to generate the d-axis voltage output value u d , and the above-mentioned voltage output values u d and u q in the dq coordinate system are subjected to PARK inverse transformation processing , so as to obtain the equivalent voltage control given values u α and u β in the α-β coordinate system, perform space vector pulse width modulation on the equivalent voltage control given values u α and u β to generate PWM signals, and use The PWM signal controls the three-phase inverter to generate a three-phase voltage signal, and uses the three-phase voltage signal to control the operation of the permanent magnet synchronous motor.
作为本发明的一种优化方法:所述步骤(1)中的Clark变换表示为如下矩阵:As an optimization method of the present invention: the Clark transformation in the step (1) is expressed as the following matrix:
作为本发明的一种优化方法:所述步骤(3)中的PARK变换表示为如下矩阵:As an optimization method of the present invention: the PARK transformation in the step (3) is expressed as the following matrix:
作为本发明的一种优化方法:所述步骤(4)中构造的分数阶积分滑模面S用如下公式表示:As an optimization method of the present invention: the fractional-order integral sliding mode surface S constructed in the step (4) is expressed by the following formula:
其中,e(t)定义为速度给定值ωref与电机实际转速ω比较后的差值,t定义为时间变量,滑模系数C1>0,定义为差值e(t)的分数阶积分值,u定义为分数阶积分滑模面的阶次,且0<u<1;Among them, e(t) is defined as the difference between the speed reference value ω ref and the actual motor speed ω, t is defined as a time variable, and the sliding mode coefficient C 1 >0, Defined as the fractional integral value of the difference e(t), u is defined as the order of the fractional integral sliding mode surface, and 0<u<1;
φ(t)定义为衰减函数,φ(t)=φ(0)e-t/n,n是衰减速度常数,且n>0,且和分别为差值e(t)在t=0时的初始值和分数阶积分值,综上所述,对任意的初始状态e(0),在t=0时刻有S=0,即系统的初始状态就处在滑模面上,消除了到达过程。φ(t) is defined as the decay function, φ(t)=φ(0)e -t/n , n is the decay rate constant, and n>0, and and are the initial value and fractional integral value of the difference e(t) at t=0, respectively. In summary, for any initial state e(0), there is S=0 at time t=0, that is, the system The initial state is on the sliding surface, eliminating the arrival process.
作为本发明的一种优化方法:所述步骤(5)中设计的分数阶积分滑模转速控制器的模型为:As an optimization method of the present invention: the model of the fractional-order integral sliding mode speed controller designed in the step (5) is:
其中,电机第一特征系数电机第二特征系数P定义为永磁同步电机的极对数,J定义为永磁同步电机的转动惯量,ψf定义为永磁体与定子交链的磁链,B定义为阻尼系数;定义为速度给定值的导数,sgn(·)为符号函数,ε定义为切换增益,且ε>0。Among them, the first characteristic coefficient of the motor The second characteristic coefficient of the motor P is defined as the number of pole pairs of the permanent magnet synchronous motor, J is defined as the moment of inertia of the permanent magnet synchronous motor, ψ f is defined as the flux linkage between the permanent magnet and the stator, and B is defined as the damping coefficient; Defined as the derivative of the speed given value, sgn(·) is a sign function, ε is defined as switching gain, and ε>0.
作为本发明的一种优化方法:所述步骤(6)中PARK逆变换表示为如下矩阵:As an optimization method of the present invention: the PARK inverse transformation in the step (6) is expressed as the following matrix:
在具体实施例中,我们设计分数阶积分滑模转速控制器的步骤如图2所示:In a specific embodiment, we design the steps of the fractional-order integral sliding mode speed controller as shown in Figure 2:
步骤a:永磁同步电机在d-q坐标系下的机械运动方程可写为Step a: The mechanical motion equation of the permanent magnet synchronous motor in the d-q coordinate system can be written as
其中,电机第三特征系数TL定义为永磁同步电机的负载转矩,考虑到电机运行过程中的参数不确定量,永磁同步电机的机械运动方程可进一步写为Among them, the third characteristic coefficient of the motor T L is defined as the load torque of the permanent magnet synchronous motor. Considering the parameter uncertainties during the operation of the motor, the mechanical motion equation of the permanent magnet synchronous motor can be further written as
其中,Δh定义为电机第一特征系数h的变化量,Δg定义为电机第二特征系数g的变化量,ΔΓ定义为电机第三特征系数Γ的变化量;Among them, Δh is defined as the variation of the first characteristic coefficient h of the motor, Δg is defined as the variation of the second characteristic coefficient g of the motor, and ΔΓ is defined as the variation of the third characteristic coefficient Γ of the motor;
对永磁同步电机速度给定值ωref与电机实际转速ω比较后的差值e(t)求导数Calculate the derivative of the difference e(t) between the given speed value ω ref of the permanent magnet synchronous motor and the actual speed ω of the motor
其中,过程函数扰动函数δ(t)=Δgω+ΔΓ+Γ-Δhiq;Among them, the process function Disturbance function δ(t)=Δgω+ΔΓ+Γ-Δhi q ;
步骤b:对分数阶积分滑模面S求导数可得:Step b: Calculate the derivative of the fractional integral sliding mode surface S to get:
步骤c:当系统在滑模面上运动时有并利用步骤a中得到的则有:Step c: When the system moves on the sliding surface, there is And use the obtained in step a Then there are:
从而得到, thus get,
步骤d:采用等速趋近率,设计分数阶积分滑模控制律如下:Step d: Using the constant velocity approach rate, design the fractional-order integral sliding mode control law as follows:
步骤e:通过如下公式求得q轴电流控制量输出为:Step e: The output of the q-axis current control quantity is obtained by the following formula:
步骤f:证明所设计的分数阶积分滑模转速控制器的稳定性,定义如下Lyapunov函数为:Step f: To prove the stability of the designed fractional-order integral sliding mode speed controller, the Lyapunov function is defined as follows:
对上述Lyapunov函数边求导数,并利用步骤e中得到的q轴电流控制量输出,可得:Calculate the derivative of the above Lyapunov function, and use the output of the q-axis current control value obtained in step e, it can be obtained:
我们能够看出,当切换增益ε满足ε>|δ(t)|时,有则根据Lyapunov稳定性理论可知,此时所设计的分数阶积分滑模转速控制器是稳定的,系统能从任意初始状态在有限时间内达到切换面。We can see that when the switching gain ε satisfies ε>|δ(t)|, there is According to the Lyapunov stability theory, the fractional-order integral sliding mode speed controller designed at this time is stable, and the system can reach the switching surface within a limited time from any initial state.
本发明还设计了一种基于分数阶积分滑模的永磁同步电机速度控制装置,包括电流采集模块、位置传感器、Clark变换模块、第一比较器、第二比较器、第三比较器、PARK变换模块、q轴电流控制器、d轴电流控制器、PARK逆变换模块、空间矢量脉宽调制模块、三相逆变器和永磁同步电机,还包括分数阶积分滑模转速控制器,其中:The present invention also designs a permanent magnet synchronous motor speed control device based on fractional-order integral sliding mode, including a current acquisition module, a position sensor, a Clark transformation module, a first comparator, a second comparator, a third comparator, a PARK Transformation module, q-axis current controller, d-axis current controller, PARK inverse transformation module, space vector pulse width modulation module, three-phase inverter and permanent magnet synchronous motor, also includes fractional order integral sliding mode speed controller, where :
所述电流采集模块用于采集电机三相定子电流ia、ib和ic,并传输至Clark变换模块;The current collection module is used to collect the three-phase stator currents ia , ib and ic of the motor, and transmit them to the Clark transformation module;
所述Clark变换模块用于将电机三相定子电流ia、ib和ic变换为α-β坐标系下的等效电流ia和iβ,并将ia和iβ传输至PARK变换模块;The Clark transformation module is used to transform the motor three-phase stator currents i a , i b and i c into equivalent currents i a and i β in the α-β coordinate system, and transmit i a and i β to the PARK transformation module;
所述位置传感器获取永磁同步电机的电机实际运行速度ω和转子位置θ,并将所述电机转子位置θ分别传输至PARK变换模块和PARK逆变换模块,将所述电机运行速度ω传输至第一比较器;The position sensor obtains the motor actual running speed ω and the rotor position θ of the permanent magnet synchronous motor, and transmits the motor rotor position θ to the PARK transformation module and the PARK inverse transformation module respectively, and transmits the motor running speed ω to the first a comparator;
所述PARK变换模块将接收到的转子位置θ和α-β坐标系下的等效电流ia、iβ进行PARK变换,产生d-q坐标系下的实际输出电流值id和iq,并将d轴实际输出电流值id传输至第三比较器,将q轴实际输出电流值iq传输至第二比较器;The PARK transformation module performs PARK transformation on the received rotor position θ and the equivalent currents i a and i β in the α-β coordinate system to generate actual output current values i d and i q in the dq coordinate system, and The actual output current value i d of the d-axis is transmitted to the third comparator, and the actual output current value i q of the q-axis is transmitted to the second comparator;
所述第一比较器将速度给定值ωref与电机实际运行速度ω比较后的差值e(t)传输至分数阶积分滑模转速控制器,所述分数阶积分滑模转速控制器进行转速调节处理,输出d-q坐标系下q轴电流给定值,并传输至第二比较器,所述q轴电流给定值与q轴实际输出电流值iq经过第二比较器比较后的差值输入至q轴电流控制器,所述q轴电流控制器产生q轴电压输出值uq,并传输至PARK逆变换模块;The first comparator transmits the difference e(t) between the given speed value ω ref and the actual operating speed ω of the motor to the fractional-order integral sliding mode speed controller, and the fractional-order integral sliding mode speed controller performs Speed adjustment processing, output q-axis current given value in dq coordinate system , and transmitted to the second comparator, the q-axis current given value The difference between the actual output current value i q of the q-axis and the second comparator is input to the q-axis current controller, and the q-axis current controller generates the q-axis voltage output value u q and transmits it to the PARK inverse transformation module ;
d轴电流给定值与d轴实际输出电流值id经过第三比较器比较后的差值输入至d轴电流控制器,所述d轴电流控制器产生d轴电压输出值ud,并传输至PARK逆变换模块;d-axis current given value The difference between the d-axis actual output current value i d and the third comparator is input to the d-axis current controller, and the d-axis current controller generates the d-axis voltage output value u d and transmits it to the PARK inverse transformation module ;
所述PARK逆变换模块将接收到的q轴电压输出值uq和d轴电压输出值ud进行PARK逆变换,产生α-β坐标系下的等效电压控制给定值uα和uβ,并将uα和uβ传输至空间矢量脉宽调制模块;The PARK inverse transformation module performs PARK inverse transformation on the received q-axis voltage output value u q and d-axis voltage output value u d to generate equivalent voltage control given values u α and u β in the α-β coordinate system , and transmit u α and u β to the space vector pulse width modulation module;
所述空间矢量脉宽调制模块利用接收到的α-β坐标系下的等效电压控制给定值uα和uβ产生PWM信号,并传输至三相逆变器,所述PWM信号控制三相逆变器产生三相电压信号,三相逆变器利用所述三相电压信号控制永磁同步电机运行。The space vector pulse width modulation module uses the received equivalent voltage control given values u α and u β in the α-β coordinate system to generate a PWM signal and transmit it to the three-phase inverter. The PWM signal controls the three-phase The phase inverter generates three-phase voltage signals, and the three-phase inverter uses the three-phase voltage signals to control the operation of the permanent magnet synchronous motor.
如图3所示,为本发明中分数阶积分滑模控制与传统积分滑模控制、PI控制的斜坡响应比较图;As shown in Figure 3, it is the slope response comparison diagram of fractional order integral sliding mode control and traditional integral sliding mode control, PI control in the present invention;
图4为图3中a部分的局部放大图;Fig. 4 is a partial enlarged view of part a in Fig. 3;
如图5所示,为本发明中分数阶积分滑模控制与传统积分滑模控制的正弦响应比较图;As shown in Figure 5, it is the sinusoidal response comparison diagram of fractional-order integral sliding mode control and traditional integral sliding mode control in the present invention;
图6是图5中b部分的局部放大图;Fig. 6 is a partially enlarged view of part b in Fig. 5;
如图7所示,为本发明中分数阶积分滑模控制与传统积分滑模控制的正弦跟踪误差图;As shown in Figure 7, it is the sinusoidal tracking error diagram of fractional-order integral sliding mode control and traditional integral sliding mode control in the present invention;
从图3-图7中可以看出,当系统存在负载扰动时,所提方法比传统积分滑模控制以及常规PI控制具有更好的动态性能,更强的抗扰动能力,以及更精确的速度跟随精度。It can be seen from Fig. 3-Fig. 7 that when there is load disturbance in the system, the proposed method has better dynamic performance, stronger anti-disturbance ability, and more accurate speed than traditional integral sliding mode control and conventional PI control. Follow precision.
以上实施例仅为说明本发明的技术思想,不能以此限定本发明的保护范围,凡是按照本发明提出的技术思想,在技术方案基础上所做的任何改动,均落入本发明保护范围之内。The above embodiments are only to illustrate the technical ideas of the present invention, and can not limit the protection scope of the present invention with this. All technical ideas proposed in accordance with the present invention, any changes made on the basis of technical solutions, all fall within the protection scope of the present invention. Inside.
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