CN105811848B - A kind of switched reluctance machines gain scheduling PI control method - Google Patents
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Abstract
Description
技术领域technical field
本发明涉及一种开关磁阻电机控制方法,具体涉及一种基于在线参数辨识的开关磁阻电机变增益PI控制方法。The invention relates to a control method of a switched reluctance motor, in particular to a variable gain PI control method of a switched reluctance motor based on online parameter identification.
背景技术Background technique
开关磁阻电机具有结构简单、价格低廉、起动转矩大、效率高等特点,这使开关磁阻电机调速系统非常适用于纺织、电动汽车和采矿等传动控制领域。合适的控制策略是实现开关磁阻电机良好性能的基础,开关磁阻电机调速系统是高度非线性的系统,传统线性控制策略并不适用于开关磁阻电机,国内外针对开关磁阻电机控制策略的研究很多,也有将智能控制等非线性控制策略应用于开关磁阻电机,取得了一定的控制效果。The switched reluctance motor has the characteristics of simple structure, low price, large starting torque, and high efficiency, which makes the switched reluctance motor speed control system very suitable for transmission control fields such as textiles, electric vehicles, and mining. An appropriate control strategy is the basis for achieving good performance of switched reluctance motors. The speed control system of switched reluctance motors is a highly nonlinear system. Traditional linear control strategies are not suitable for switched reluctance motors. There are many studies on the strategy, and some nonlinear control strategies such as intelligent control are applied to the switched reluctance motor, and certain control effects have been achieved.
非线性控制策略虽然能够改善控制效果,但是控制方法复杂,实现成本高,不利于开关磁阻电机在高性能电气传动领域的推广应用。目前国内外比较成熟的系统,还是多采用传统PI控制器,利用转速、电流双闭环PI进行参数整定,实现对开关磁阻电机的控制。然而传统线性PI控制器存在一些问题,比如阶跃响应超调大,控制参数整定困难,在整个控制过程中固定参数不变,或者是分段可调。开关磁阻电机模型在不同控制方式下,结构和参数都是变化的,采用传统PI控制器不能实时、连续地修正控制参数,难以保证开关磁阻电机调速系统在整个调速范围内具有良好的控制效果,尤其是在动态变化过程中。Although the nonlinear control strategy can improve the control effect, the control method is complicated and the implementation cost is high, which is not conducive to the promotion and application of the switched reluctance motor in the field of high-performance electric transmission. At present, more mature systems at home and abroad still use traditional PI controllers, and use the speed and current double closed-loop PI for parameter setting to realize the control of switched reluctance motors. However, there are some problems in the traditional linear PI controller, such as large step response overshoot, difficulty in tuning control parameters, fixed parameters do not change during the entire control process, or are adjustable in sections. The structure and parameters of the switched reluctance motor model change under different control modes. The traditional PI controller cannot correct the control parameters in real time and continuously, and it is difficult to ensure that the switched reluctance motor speed control system has good performance in the entire speed range. control effect, especially in the process of dynamic change.
发明内容Contents of the invention
针对上述现有技术的缺陷,本发明提供一种开关磁阻电机变增益PI控制方法,以实现不同转速下PI参数的自适应调节,解决阶跃响应超调问题的同时提高系统的动态抗扰性能。Aiming at the defects of the above-mentioned prior art, the present invention provides a variable gain PI control method for switched reluctance motors to realize adaptive adjustment of PI parameters at different speeds, solve the problem of step response overshoot and improve the dynamic immunity of the system at the same time performance.
为了实现上述技术目的,本发明的技术方案如下。In order to achieve the above technical purpose, the technical solution of the present invention is as follows.
(1)通过霍尔电压传感器采集直流母线电压,并结合主电路形式计算绕组端电压;(1) The DC bus voltage is collected by the Hall voltage sensor, and the winding terminal voltage is calculated in combination with the main circuit form;
(2)通过位置传感器检测开关磁阻电机转子位置信号,根据固定时间内转(2) The rotor position signal of the switched reluctance motor is detected by the position sensor, and the
子位置角度变化计算电机实际转速;The actual speed of the motor is calculated by the change of the sub-position angle;
(3)根据绕组端电压及电机实际转速计算PI控制器的比例系数与积分时间常数;(3) Calculate the proportional coefficient and integral time constant of the PI controller according to the winding terminal voltage and the actual speed of the motor;
(4)PI控制器的输入为转速差,输出为参考电流或者PWM占空比,进而控制功率变换器,由功率变换器向开关磁阻电机提供电能,控制电机转速。(4) The input of the PI controller is the speed difference, and the output is the reference current or PWM duty cycle, and then controls the power converter, which provides electric energy to the switched reluctance motor to control the motor speed.
在上述技术方案中,进一步的附加技术特征如下。In the above technical solution, further additional technical features are as follows.
述PI控制器的比例系数按下列公式计算:The proportional coefficient of the PI controller is calculated according to the following formula:
其中:in:
K c 是PI控制器的比例系数; Kc is the proportional coefficient of the PI controller;
是绕组端电压,根据主电路形式与采集的直流母线电压计算得到; is the winding terminal voltage, which is calculated according to the form of the main circuit and the collected DC bus voltage;
是电机实际转速,根据位置传感器检测的转子位置信号送入微处理器的捕 It is the actual speed of the motor, which is sent to the capture of the microprocessor according to the rotor position signal detected by the position sensor.
获单元计算得到;obtained by calculating the unit;
K 1 是比例修正系数,根据实验结果进行调整。 K1 is the proportional correction coefficient, which is adjusted according to the experimental results.
所述积分时间常数是根据下列公式计算:The integral time constant is calculated according to the following formula:
其中:in:
T i 是积分时间常数; T i is the integral time constant;
是绕组端电压,根据主电路形式与采集的直流母线电压计算得到; is the winding terminal voltage, which is calculated according to the form of the main circuit and the collected DC bus voltage;
是电机实际转速,根据位置传感器检测的转子位置信号送入微处理器的 It is the actual speed of the motor, which is sent to the microprocessor according to the rotor position signal detected by the position sensor.
捕获单元计算得到;The capture unit calculates;
K 2 是积分修正系数,根据实验结果进行调整。 K2 is the integral correction coefficient, which is adjusted according to the experimental results.
所述PI控制器的输入为转速差的转速差是电机给定转速与实际转速误差。The input of the PI controller is the speed difference, and the speed difference is the error between the given speed and the actual speed of the motor.
所述给定转速是通过操作面板、外部通讯设备或者外部模拟端口设定。The given rotational speed is set through an operation panel, an external communication device or an external analog port.
所述实际转速是根据位置传感器检测的转子位置信号送入微处理器的捕获单元计算得到。The actual rotational speed is calculated by the capture unit sent to the microprocessor according to the rotor position signal detected by the position sensor.
所述输出为参考电流或者PWM占空比是由电机实际转速决定。The output is the reference current or the PWM duty cycle is determined by the actual rotation speed of the motor.
采用上述技术方案实现一种开关磁阻电机变增益PI控制方法,解决了阶跃响应超调问题的同时,实现了在不同转速下PI参数的自适应调节,与现有技术相比,本方法使开关磁阻电机在不同给定转速下具有良好的动态性能和稳态特性,而且在实现快速、平滑阶跃响应的同时,进一步提高了系统的动态抗扰性能,控制方法简单可靠,通用性强,易于工业推广。Using the above technical scheme to realize a variable gain PI control method for switched reluctance motors, while solving the step response overshoot problem, it also realizes the adaptive adjustment of PI parameters at different speeds. Compared with the prior art, this method has The switched reluctance motor has good dynamic performance and steady-state characteristics at different given speeds, and while realizing a fast and smooth step response, it further improves the dynamic anti-disturbance performance of the system, and the control method is simple, reliable and universal Strong and easy for industrial promotion.
附图说明Description of drawings
图1是本PI控制方法的流程图。FIG. 1 is a flowchart of the PI control method.
图2是本PI控制方法的具体实施例,其三相12/8极开关磁阻电机定子、转子、光电码盘及光电发生器的相对位置关系图。Fig. 2 is a specific embodiment of the PI control method, the relative position relationship diagram of the three-phase 12/8-pole switched reluctance motor stator, rotor, photoelectric code disc and photoelectric generator.
图3是本PI控制方法的具体实施例,其开关磁阻电机调速系统结构框图。Fig. 3 is a specific embodiment of the PI control method, a structural block diagram of the switched reluctance motor speed regulation system.
图4是现有PI控制器以及本方法在阶跃给定为500r/min空载起动时的实测转速曲线。Fig. 4 is the measured rotational speed curve of the existing PI controller and this method when the step setting is 500r/min and no-load starting.
图5是现有PI控制器以及本方法在阶跃给定为1500r/min空载起动时的实测转速曲线。Fig. 5 is the measured speed curve of the existing PI controller and the method when the step setting is 1500r/min and no-load starting.
图6是现有PI控制器以及本方法在1500r/min稳态突加负载时的实测转速曲线。Fig. 6 is the measured rotational speed curve of the existing PI controller and this method when the load is suddenly added in a steady state of 1500r/min.
具体实施方式Detailed ways
以下对本发明的具体实施方式做出进一步的说明。The specific implementation manners of the present invention are further described below.
图1是本发明实施例的变增益PI控制方法的方法流程图。如图所示,本实施例的变增益PI控制方法包括如下步骤:FIG. 1 is a flow chart of a variable gain PI control method according to an embodiment of the present invention. As shown in the figure, the variable gain PI control method of this embodiment includes the following steps:
步骤一,通过霍尔电压传感器采集直流母线电压,并结合主电路形式计算绕组端电压;Step 1, collect the DC bus voltage through the Hall voltage sensor, and calculate the winding terminal voltage in combination with the main circuit form;
步骤二,通过位置传感器检测开关磁阻电机转子位置信号,根据固定时间内Step 2, detect the rotor position signal of the switched reluctance motor through the position sensor, according to the fixed time
转子位置角度变化计算电机实际转速;The actual speed of the motor is calculated by the change of the rotor position angle;
步骤三,根据绕组端电压及电机实际转速计算PI控制器的比例系数与积分时间常数;Step 3, calculating the proportional coefficient and integral time constant of the PI controller according to the winding terminal voltage and the actual rotational speed of the motor;
步骤四,PI控制器的输入为转速差,输出为参考电流或者PWM占空比,进而控制功率变换器,由功率变换器向开关磁阻电机提供电能,控制电机转速。Step 4, the input of the PI controller is the speed difference, and the output is the reference current or PWM duty cycle, and then controls the power converter, and the power converter supplies electric energy to the switched reluctance motor to control the motor speed.
在本实施例的步骤一中,以三相12/8极开关磁阻电机为具体实施例,通In step 1 of this embodiment, a three-phase 12/8-pole switched reluctance motor is taken as a specific embodiment, through
过霍尔电压传感器采集直流母线电压,主电路采用三相不对称半桥式,有效地全部电源电压可用来控制相绕组电流,绕组端电压即为直流母线电压。The DC bus voltage is collected by the Hall voltage sensor. The main circuit adopts a three-phase asymmetric half-bridge type. Effectively, the entire power supply voltage can be used to control the phase winding current, and the winding terminal voltage is the DC bus voltage.
在本实施例的步骤二中,以三相12/8极开关磁阻电机为具体实施例,电机转子齿为16°,槽为29°,光电码盘与转子齿槽数相同且均匀分布,相邻光电脉冲发生器的夹角为15°,故当三相绕组中的A相绕组与转子齿对齐时,电机定子、转子、光电码盘及光电发生器的相对位置关系如图2所示。In step 2 of this embodiment, a three-phase 12/8-pole switched reluctance motor is used as a specific example. The rotor teeth of the motor are 16°, the slots are 29°, and the number of photoelectric code discs and rotor slots is the same and evenly distributed. The angle between adjacent photoelectric pulse generators is 15°, so when the A-phase winding in the three-phase winding is aligned with the rotor teeth, the relative positional relationship of the motor stator, rotor, photoelectric code disc and photoelectric generator is shown in Figure 2 .
图2中,当电机逆时针或顺时针旋转时,与转子同轴的光电码盘就会使光电发生器O、P、Q发出的红外光被遮挡或透过,电机的位置信号就会随之变化。硬件电路中将一路位置信号接入DSP捕获引脚,在程序中设置捕获中断为捕获两个边沿,所以每经过22.5°都会进一次捕获中断,用此角度除以转子转过22.5度所需的时间即可得电机的实际转速。In Figure 2, when the motor rotates counterclockwise or clockwise, the photoelectric code disc coaxial with the rotor will block or transmit the infrared light emitted by the photoelectric generator O, P, Q, and the position signal of the motor will follow change. In the hardware circuit, a position signal is connected to the DSP capture pin, and the capture interrupt is set in the program to capture two edges, so every time 22.5° passes through, a capture interrupt will be entered, and this angle is divided by the time required for the rotor to turn 22.5° Time can get the actual speed of the motor.
在本实施例的步骤三中,根据绕组端电压及电机实际转速计算PI控制器的比例系数与积分时间常数,具体涉及变增益PI控制器的设计如下:In step three of this embodiment, the proportional coefficient and the integral time constant of the PI controller are calculated according to the winding terminal voltage and the actual rotational speed of the motor, specifically involving the design of the variable gain PI controller as follows:
变增益PI控制器比例系数K c 、积分时间常数T i 与绕组端电压及电机实际转速表达式取为:The expressions of variable gain PI controller proportional coefficient K c , integral time constant T i , winding terminal voltage and motor actual speed are taken as:
(1) (1)
(2) (2)
式中:是电机实际转速;是绕组端电压;K 1是比例修正系数;K 2是积分修正系数。针对具体的开关磁阻电机及其应用场合,K 1与K 2需要经过实验调节获取。In the formula: is the actual speed of the motor; Is the winding terminal voltage; K 1 is the proportional correction coefficient; K 2 is the integral correction coefficient. For specific switched reluctance motors and their applications, K 1 and K 2 need to be adjusted and obtained through experiments.
上述变增益PI控制器设计基于以下原理:The above variable gain PI controller design is based on the following principles:
以一相绕组为分析对象,开关磁阻电机第k相绕组的电压方程为:Taking the one-phase winding as the analysis object, the voltage equation of the k -th phase winding of the switched reluctance motor is:
(3) (3)
式中:u k 是第k相电压;i k 是第k相电流;R k 是第k相电阻;Ψ k 是第k相磁链。Where: u k is the voltage of the kth phase; i k is the current of the kth phase; R k is the resistance of the kth phase; Ψ k is the flux linkage of the kth phase.
假定电机各相对称,忽略相间电感,相绕组的电感与电流大小无关,可得开关磁阻电机简化线性模型:Assuming that the phases of the motor are symmetrical, the inductance between the phases is ignored, and the inductance of the phase winding has nothing to do with the current, the simplified linear model of the switched reluctance motor can be obtained:
(4) (4)
(5) (5)
式中:L k 是第k相绕组电感。Where: L k is the winding inductance of the kth phase.
简化线性模型下相电感对转子位置变化关系可表示为:。Under the simplified linear model, the relationship between phase inductance and rotor position change can be expressed as: .
式中:Ψ s是饱和磁链;Nr是转子极数。Where: Ψ s is the saturation flux linkage; N r is the number of rotor poles.
电机电磁转矩T与负载扭矩T L 作用下的转子机械运动方程式:The mechanical motion equation of the rotor under the action of the electromagnetic torque T of the motor and the load torque T L :
(6) (6)
式中:ω是转子角速度;J是电机转子与负载的转动惯量。根据式(3)与式(5)可得表达式:Where: ω is the angular velocity of the rotor; J is the moment of inertia of the motor rotor and the load. According to formula (3) and formula (5), the expression can be obtained:
(7) (7)
将简化转矩模型与电感模型代入机械运动方程可得转速变化率为:Substituting the simplified torque model and inductance model into the mechanical motion equation, the speed change rate can be obtained as:
(8) (8)
将简化电感模型代入式(7)整理后得相绕组电流变化率为:Substituting the simplified inductance model into formula (7), the change rate of the phase winding current is obtained as:
(9) (9)
电阻压降远小于控制电压,因此可忽略电阻压降;由于开关磁阻电机机械惯性大,电流动态响应速度相比机械状态变量要快的多,励磁相绕组通电后,电流迅速达到稳态,稳态后相绕组电流表达式为:The resistance voltage drop is much smaller than the control voltage, so the resistance voltage drop can be ignored; due to the large mechanical inertia of the switched reluctance motor, the dynamic response speed of the current is much faster than that of the mechanical state variable. After the excitation phase winding is energized, the current quickly reaches a steady state. The expression of the phase winding current after steady state is:
(10) (10)
式中:在相绕组通电励磁阶段的平均值。In the formula: The average value during the excitation phase of the phase winding.
将式(10)代入式(8)可得式(11);Substitute formula (10) into formula (8) to get formula (11);
(11) (11)
令f代表转速变化率,其在电机转速和绕组端电压两个工作点附近的小信号线性化方程为:Let f represent the speed change rate, which is at the motor speed and winding terminal voltage The small-signal linearization equation near the two operating points is:
;其中: ;in:
; ;
达到稳态后转速变化率的小信号线性化方程可表示为:,据此可得稳态转速。The small-signal linearization equation of the speed change rate after reaching the steady state can be expressed as: , according to which the steady-state speed can be obtained .
将求得的稳态转速代入,进一步推导可求得The obtained steady-state speed substitute , further derivation can be obtained
, ,
再将求得的两式代入Then substitute the obtained two formulas into
可得线性化方程表达式为: The linearized equation can be expressed as:
(12) (12)
对式(12)等式两边进行拉普拉斯变换可得转子角速度小信号与控制电压小信号之比。The small signal of the rotor angular velocity can be obtained by performing Laplace transform on both sides of the equation (12) small signal with control voltage Ratio.
(13) (13)
式中:。In the formula: .
式(13)是电机简化模型下的转速环s域小信号一阶模型传递函数。Equation (13) is the first-order model transfer function of the small signal in the s-domain of the speed loop under the simplified model of the motor.
PI控制器是SRM调速系统的必要环节,其传递函数为:The PI controller is a necessary part of the SRM speed control system, and its transfer function is:
(14) (14)
式中:K c 是比例系数;T i 是积分时间常数。Where: K c is the proportional coefficient; T i is the integral time constant.
式(13)为经过近似后的SRD小信号动态模型,是一阶惯性环节,而PI控制器又是SRD系统的一部分,因此比例系数K c 、积分时间常数T i 应与系统参数K p 、T p 成函数关系,结合SRD一阶近似模型与PI控制器传递函数,变增益PI控制器比例系数K c 、积分时间常数T i 与绕组端电压及电机实际转速关系式分别如式(1)与式(2)所示。Equation (13) is the approximate small-signal dynamic model of SRD, which is a first-order inertia link, and the PI controller is a part of the SRD system, so the proportional coefficient K c and the integral time constant T i should be related to the system parameters K p , T p is a function relationship, combined with the SRD first-order approximate model and the transfer function of the PI controller, the relationship between the proportional coefficient K c of the variable gain PI controller, the integral time constant T i and the winding terminal voltage and the actual speed of the motor are shown in formula (1) And formula (2) shown.
在本实施例的步骤四中,电机低速运行时采用电流斩波控制方式以限制每相的电流, PI控制器的输出为参考电流;高速运行时采用电压PWM控制方式来调节相绕组两端的平均电压,PI控制器的输出为PWM占空比;高低速范围由具体电机的调速范围决定,并根据实验结果进行调整;在两种方控制式的交汇处采用滞环方式切换,滞环大小由具体电机的调速范围决定,并根据实验结果进行调整。以三相12/8极开关磁阻电机为具体实施例,电机额定转速1500r/min,调速范围50~2000r/min,当电机转速小于900r/min时,采用电流斩波控制方式,当电机转速大于1000r/min时,采用电压PWM控制方式。当电机转速在900r/min~1000r/min时采用之前的控制方式。In step 4 of this embodiment, the current chopper control mode is used to limit the current of each phase when the motor is running at low speed, and the output of the PI controller is the reference current; when the motor is running at a high speed, the voltage PWM control mode is used to adjust the average voltage at both ends of the phase winding. Voltage, the output of the PI controller is the PWM duty cycle; the high and low speed range is determined by the speed range of the specific motor, and adjusted according to the experimental results; at the intersection of the two control methods, the hysteresis mode is used to switch, and the size of the hysteresis It is determined by the speed range of the specific motor and adjusted according to the experimental results. Taking a three-phase 12/8-pole switched reluctance motor as a specific example, the rated speed of the motor is 1500r/min, and the speed range is 50~2000r/min. When the motor speed is less than 900r/min, the current chopping control method is adopted. When the motor When the speed is greater than 1000r/min, the voltage PWM control method is adopted. When the motor speed is 900r/min~1000r/min, the previous control method is adopted.
实施例1Example 1
本发明提供的一种开关磁阻电机变增益PI控制方法适用于所有类型的开关磁阻电机,以在三相12/8极开关磁阻电机调速系统中的应用为实施例。A variable gain PI control method for switched reluctance motors provided by the present invention is applicable to all types of switched reluctance motors, and the application in a three-phase 12/8-pole switched reluctance motor speed control system is taken as an example.
采用本发明的开关磁阻电机调速系统结构框图如图3所示,该调速系统包括DSP控制器、电流检测模块、位置检测模块、功率变换模块和开关磁阻电机。其中,虚线框内部为DSP控制器部分,其内部功能均由软件编程实现,控制算法采用本发明变增益PI控制。电流检测模块采集三相绕组电流信号经A/D转换后用于电流斩波控制方式和过流保护;位置检测模块检测转子位置信号确定换相,同时还用来计算电机转速;给定转速与实际转速值进入本发明变增益PI控制器,对转速差进行PI调节后,DSP输出参考电流或者PWM占空比来控制功率变换器,由功率变换器向开关磁阻电机提供电能,最终控制电机转速。The structural block diagram of the switched reluctance motor speed control system of the present invention is shown in Fig. 3. The speed control system includes a DSP controller, a current detection module, a position detection module, a power conversion module and a switched reluctance motor. Wherein, the inside of the dotted box is the DSP controller part, and its internal functions are all realized by software programming, and the control algorithm adopts the variable gain PI control of the present invention. The current detection module collects the current signal of the three-phase winding and uses it for current chopper control mode and overcurrent protection after A/D conversion; the position detection module detects the rotor position signal to determine the commutation, and is also used to calculate the motor speed; the given speed and The actual speed value enters the variable gain PI controller of the present invention, and after PI adjustment is performed on the speed difference, the DSP outputs a reference current or a PWM duty ratio to control the power converter, and the power converter provides electric energy to the switched reluctance motor, and finally controls the motor Rotating speed.
电机额定功率7.5kW,额定电压DC514V,额定转速1500r/min,调速范围50~2000r/min。The rated power of the motor is 7.5kW, the rated voltage is DC514V, the rated speed is 1500r/min, and the speed range is 50~2000r/min.
在开关磁阻电机实际控制中,要求电机在不同转速下都具有良好的性能,绕组端电压保持不变,因此PI参数只需根据电机实际转速自适应调节。In the actual control of the switched reluctance motor, the motor is required to have good performance at different speeds, and the winding terminal voltage remains unchanged, so the PI parameters only need to be adaptively adjusted according to the actual speed of the motor.
测试开关磁阻电机在本发明及传统PI控制器下的动态性能并采集数据拟合成曲线。传统PI控制器以及本发明在阶跃给定为500r/min、1500r/min空载起动时的实测转速曲线分别如图4和图5所示。图4中,采用传统PI控制器,转速超调为4.5%,经过两个振荡周期14s后达到稳态;采用本发明变增益PI控制方法,转速超调为1%,且能够迅速达到稳态。图5中,采用传统PI控制器,由于PI参数固定不变,转速超调为3.5%,振荡周期变长;采用本发明变增益PI控制方法,PI参数能够根据实际转速自适应调节,超调减小为0.5%,且快速达到稳态。The dynamic performance of the switched reluctance motor under the present invention and the traditional PI controller is tested, and the data is collected and fitted into a curve. The measured rotational speed curves of the traditional PI controller and the present invention are shown in Fig. 4 and Fig. 5 respectively when the step setting is 500r/min and 1500r/min and the no-load starts. In Fig. 4, using the traditional PI controller, the speed overshoot is 4.5%, and reaches a steady state after two oscillation cycles of 14s; using the variable gain PI control method of the present invention, the speed overshoot is 1%, and can quickly reach a steady state . In Fig. 5, the traditional PI controller is adopted, since the PI parameter is fixed, the speed overshoot is 3.5%, and the oscillation cycle becomes longer; the variable gain PI control method of the present invention is adopted, and the PI parameter can be adaptively adjusted according to the actual speed, and the overshoot Reduced to 0.5%, and quickly reached a steady state.
传统PI控制器以及本发明在1500r/min稳态突加负载时的实测转速曲线如图6所示,图6中,采用传统PI控制器,突加10N负载后,速度降落为200r/min,经过30s恢复到稳态;采用本发明变增益PI控制方法,速度降落为30r/min,经过8s恢复到稳态。The actual speed curves of the traditional PI controller and the present invention when the load is suddenly added at 1500r/min steady state are shown in Figure 6. In Figure 6, the traditional PI controller is adopted, and after a sudden load of 10N, the speed drops to 200r/min. It returns to the steady state after 30s; adopts the variable gain PI control method of the present invention, the speed drops to 30r/min, and returns to the steady state after 8s.
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