阅读说明：本技术 电机转速pi调节方法、系统、装置及存储介质 (Motor speed PI adjusting method, system, device and storage medium ) 是由 王涵 曾岳南 罗炳章 郭富强 钟灼臻 于 2019-08-30 设计创作，主要内容包括：本申请公开了一种基于灵敏度指标的电机转速PI调节方法、系统、装置及计算机可读存储介质；首先将电机的给定转速与反馈转速的偏差输入到速度PI控制器,速度PI控制器的输出经过电机速度环被控对象输出电机当前转速,并反馈给电机给定转速继续做差,再次将转速偏差输入给速度PI控制器,形成速度闭环控制系统,来实现电机转速精确控制。其中,速度PI控制器的设计利用灵敏度指标,求解PI控制器的增益系数,得到满足灵敏度指标且稳定裕度最优的控制器参数；本申请利用灵敏度指标求解速度环PI控制器的增益系数,得到满足灵敏度指标且使系统稳定裕度最优的控制器参数,进而提升调速系统的鲁棒稳定性,使系统的稳定性受电机转动惯量摄动的影响降到最低。(This application discloses a kind of motor speed PI adjusting method, system, device and computer readable storage medium based on sensitivity index；The deviation of the given rotating speed of motor and feedback revolving speed is input to speed PI controller first, motor speed ring controlled device output motor current rotating speed is passed through in the output of speed PI controller, and it feeds back to motor given rotating speed and continues to make the difference, revolving speed deviation is inputed into speed PI controller again, closed loop speed control system is formed, Lai Shixian motor speed accurately controls.Wherein, the design of speed PI controller utilizes sensitivity index, solves the gain coefficient of PI controller, obtains meeting sensitivity index and the optimal controller parameter of stability margin；The application utilizes the gain coefficient of sensitivity index solving speed ring PI controller, obtain the controller parameter for meeting sensitivity index and keeping system stability margin optimal, and then the robust stability of speed-regulating system is promoted, make the stability of system be influenced to be preferably minimized by the perturbation of motor rotary inertia.)

1. a kind of motor speed PI adjusting method based on sensitivity index characterized by comprising

Receive motor given rotating speed；

Using the PI controller of sensitivity index design to the deviation of the motor current rotating speed of the motor given rotating speed and feedback It is adjusted, exports current-order；

According to the current-order, motor control object model output motor current rotating speed；

Wherein, the PI controller is to solve the PI controller using sensitivity, open-loop transfer function and nyquist plot Gain coefficient, obtain meeting sensitivity index and the maximum controller of stability margin.

2. a kind of motor speed PI adjusting method based on sensitivity index according to claim 1, which is characterized in that institute State control object model are as follows:

In formula, G_P(s) control object is indicated, J indicates that permanent magnet synchronous servo motor rotary inertia, B indicate permanent magnet synchronous servo motor Viscous friction coefficient, T_onIndicate speed ring time constant filter, τ_iPresentation code device test the speed delay, current sample delay, inversion The sum of device delay and dead zone delay time, K_IIndicate electric current loop open-loop gain.

3. a kind of motor speed PI adjusting method based on sensitivity index according to claim 2, which is characterized in that institute State the structural formula of PI controller are as follows:

In formula, G_c(s) controller, K are indicated_PIndicate proportional gain factor, K_iIndicate that integration gain factor, n indicate that PI controller increases Beneficial coefficient, P indicate number of magnetic pole pairs, ψ_fIndicate that magnetic linkage, α indicate that speed cone coefficient, β indicate electric current mark coefficient, M_LIndicate sensitive Degree, τ indicate that the equivalent delay time of speed ring, T indicate speed ring equivalent time constant.

4. motor speed PI adjusting method according to claim 3, which is characterized in that the sensitivity value is 1.2.

5. motor speed PI adjusting method according to any one of claims 1 to 4, which is characterized in that further include:

Feedforward controller receives the motor given rotating speed, and the feedforward controller generates feedforward using the motor given rotating speed Current-order；

It is described according to the current-order, the process of motor control object model output motor current rotating speed, comprising:

Control current-order is generated using the sum of the current-order and feedforward current instruction；

According to the control current-order, the motor control object model output motor current rotating speed；

Wherein, the feedforward controller are as follows: H (s)=F (s) G_p ^-1(s)；

In formula, H (s) indicates that feedforward controller, F (s) indicate feedforward low-pass filter, G_p(s) the control object model is indicated.

6. a kind of motor speed PI regulating system based on sensitivity index characterized by comprising

Rotational speed setup module, for receiving motor given rotating speed；

PI adjustment module, for the PI controller using sensitivity index design to the motor of the motor given rotating speed and feedback The deviation of current rotating speed is adjusted, and exports current-order；

Revolving speed output module, for according to the current-order, motor control object model output motor current rotating speed；

Wherein, the PI controller is to solve the PI controller using sensitivity, open-loop transfer function and nyquist plot Gain coefficient, obtain meeting sensitivity index and the maximum controller of stability margin.

7. motor speed PI regulating system according to claim 6, which is characterized in that the structural formula of the PI controller Are as follows:

In formula, G_c(s) controller, K are indicated_PIndicate proportional gain factor, K_iIndicate that integration gain factor, n indicate gain coefficient, P Indicate number of magnetic pole pairs, ψ_fIndicate that magnetic linkage, α indicate that speed cone coefficient, β indicate electric current mark coefficient, M_LIndicate sensitivity, τ is indicated The equivalent delay time of speed ring, T indicate speed ring equivalent time constant.

8. motor speed PI regulating system according to claim 6 or 7, which is characterized in that further include:

Feed-forward regulation module receives the motor given rotating speed for feedforward controller, and the feedforward controller utilizes the electricity Machine given rotating speed generates feedforward current instruction；

The revolving speed output module, comprising:

Current-order generation unit refers to for generating control electric current using the sum of the current-order and feedforward current instruction It enables；

Revolving speed output unit, for according to the control current-order, the motor control object model output motor to work as forward Speed；

Wherein, the feedforward controller are as follows: H (s)=F (s) G_p ^-1(s)；

In formula, H (s) indicates that feedforward controller, F (s) indicate feedforward low-pass filter, G_p(s) the control object model is indicated.

9. a kind of motor speed PI regulating device based on sensitivity index characterized by comprising

Memory, for storing computer program；

Processor, for executing the computer program to realize such as motor speed PI tune described in any one of claim 1 to 5 Section.

10. a kind of computer readable storage medium, which is characterized in that be stored with computer on the computer readable storage medium Program realizes that motor speed PI described in any one of claim 1 to 5 such as is adjusted when the computer program is executed by processor Method.

Technical field

The present invention relates to automatic field, in particular to a kind of motor speed PI adjusting method based on sensitivity index, System, device and computer readable storage medium.

Background technique

A kind of control method of the PID regulator as classics, has that algorithm is simple, strong robustness, high reliablity, is easy to grasp The advantages that making, thus be widely used in industrial stokehold.

Summary of the invention

In view of this, the motor speed PI adjusting method that the purpose of the present invention is to provide a kind of based on sensitivity index, System, device and computer readable storage medium increase entire speed-regulating system stability margin, and promote the robust of speed-regulating system Stability, the influence for making the stability of system be perturbed by motor rotary inertia are lower.Its concrete scheme is as follows:

A kind of motor speed PI adjusting method based on sensitivity index, comprising:

Receive motor given rotating speed；

Using the PI controller of sensitivity index design to the motor current rotating speed of the motor given rotating speed and feedback Deviation is adjusted, and exports current-order；

According to the current-order, motor control object model output motor current rotating speed；

Wherein, the PI controller is to solve the PI control using sensitivity, open-loop transfer function and nyquist plot The gain coefficient of device processed obtains meeting sensitivity index and the maximum controller of stability margin.

Optionally, the control object model are as follows:

In formula, G_P(s) control object is indicated, J indicates that permanent magnet synchronous servo motor rotary inertia, B indicate that permanent-magnet synchronous is watched Take motor viscous friction coefficient, T_onIndicate speed ring time constant filter, τ_iTest the speed delay, current sample of presentation code device prolongs When, inverter delay and the sum of dead zone delay time, K_IIndicate electric current loop open-loop gain.

Optionally, the structural formula of the PI controller are as follows:

In formula, G_c(s) controller, K are indicated_PIndicate proportional gain factor, K_iIndicate that integration gain factor, n indicate gain system Number, P indicate number of magnetic pole pairs, ψ_fIndicate that magnetic linkage, α indicate that speed cone coefficient, β indicate electric current mark coefficient, M_LIndicate sensitivity, τ Indicate that the equivalent delay time of speed ring, T indicate speed ring equivalent time constant.

Optionally, the sensitivity value is 1.2.

Optionally, further includes:

Feedforward controller receives the motor given rotating speed, and the feedforward controller is generated using the motor given rotating speed Feedforward current instruction；

It is described according to the current-order, the process of motor control object model output motor current rotating speed, comprising:

Control current-order is generated using the sum of the current-order and feedforward current instruction；

According to the control current-order, the motor control object model output motor current rotating speed；

Wherein, the feedforward controller are as follows: H (s)=F (s) G_p ^-1(s)；

In formula, H (s) indicates that feedforward controller, F (s) indicate feedforward low-pass filter, G_p(s) control object is indicated Model.

The motor speed PI regulating system based on sensitivity index that the invention also discloses a kind of, comprising:

Rotational speed setup module, for receiving motor given rotating speed；

PI adjustment module, for the PI controller using sensitivity index design to the motor given rotating speed and feedback The deviation of motor current rotating speed is adjusted, and exports current-order；

Revolving speed output module, for according to the current-order, motor control object model output motor current rotating speed；

Wherein, the PI controller is to solve the PI control using sensitivity, open-loop transfer function and nyquist plot The gain coefficient of device processed obtains meeting sensitivity index and the maximum controller of stability margin.

Optionally, the structural formula of the PI controller are as follows:

In formula, G_c(s) controller, K are indicated_PIndicate proportional integration gain coefficient, K_iIndicate proportional integration gain coefficient, n table Show that gain coefficient, P indicate number of magnetic pole pairs, ψ_fIndicate that magnetic linkage, α indicate that speed cone coefficient, β indicate electric current mark coefficient, M_LIt indicates Sensitivity, τ indicate that the equivalent delay time of speed ring, T indicate motor speed ring equivalent time constant.

Optionally, further includes:

Feed-forward regulation module receives the motor given rotating speed for feedforward controller, and the feedforward controller utilizes institute It states motor given rotating speed and generates feedforward current instruction；

The revolving speed output module, comprising:

Current-order generation unit, for generating control electricity using the sum of the current-order and feedforward current instruction Stream instruction；

Revolving speed output unit, for according to the control current-order, the motor control object model output motor to be worked as Preceding revolving speed；

Wherein, the feedforward controller are as follows: H (s)=F (s) G_p ^-1(s)；

In formula, H (s) indicates that feedforward controller, F (s) indicate feedforward low-pass filter, G_p(s) control object is indicated Model.

The motor speed PI regulating device based on sensitivity index that the invention also discloses a kind of, comprising:

Memory, for storing computer program；

Processor realizes that motor speed PI as the aforementioned is adjusted for executing the computer program.

The invention also discloses a kind of computer readable storage medium, meter is stored on the computer readable storage medium Calculation machine program, the computer program realize motor speed PI adjusting method as the aforementioned when being executed by processor.

In the present invention, the motor speed PI adjusting method based on sensitivity index, comprising: receive motor given rotating speed；Benefit The deviation of the motor current rotating speed of motor given rotating speed and feedback is adjusted with the PI controller that sensitivity index designs, it is defeated Current-order out；According to current-order, motor control object model output motor current rotating speed；Wherein, PI controller is to utilize Sensitivity, open-loop transfer function and nyquist plot solve the gain coefficient of PI controller, obtain meeting sensitivity index and The maximum controller of stability margin.

The present invention utilizes sensitivity, open-loop transfer function and nyquist plot, solves the gain coefficient of PI controller, obtains To meeting sensitivity index and the optimal controller parameter of stability margin, and then promote the robust stability of Motor Rotating Speed Control System Property, make the stability of Motor Rotating Speed Control System be influenced to be preferably minimized by the perturbation of motor rotary inertia.

Detailed description of the invention

In order to more clearly explain the embodiment of the invention or the technical proposal in the existing technology, to embodiment or will show below There is attached drawing needed in technical description to be briefly described, it should be apparent that, the accompanying drawings in the following description is only this The embodiment of invention for those of ordinary skill in the art without creative efforts, can also basis The attached drawing of offer obtains other attached drawings.

Fig. 1 is a kind of motor speed PI adjusting method flow diagram disclosed by the embodiments of the present invention；

Fig. 2 is a kind of Permanent magnet synchronous servo system speed ring structural schematic diagram disclosed by the embodiments of the present invention；

Fig. 3 is a kind of simplified Permanent magnet synchronous servo system speed ring structural schematic diagram disclosed by the embodiments of the present invention；

Fig. 4 is that a kind of sensitivity constraints geometry disclosed by the embodiments of the present invention shows schematic diagram；

Fig. 5 is another motor speed PI adjusting method flow diagram disclosed by the embodiments of the present invention；

Fig. 6 is a kind of feedforward compensation type two degree of freedom structure schematic diagram disclosed by the embodiments of the present invention；

Fig. 7 is that a kind of feedforward compensation type disclosed by the embodiments of the present invention simplifies speed ring structural schematic diagram；

Fig. 8 is another feedforward compensation type speed ring structural schematic diagram disclosed by the embodiments of the present invention；

Fig. 9 is a kind of motor speed PI regulating system structural schematic diagram disclosed by the embodiments of the present invention.

Specific embodiment

Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete Site preparation description, it is clear that described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.It is based on Embodiment in the present invention, it is obtained by those of ordinary skill in the art without making creative efforts every other Embodiment shall fall within the protection scope of the present invention.

The embodiment of the invention discloses a kind of motor speed PI adjusting method based on sensitivity index, it is shown in Figure 1, This method comprises:

S11: motor given rotating speed is received；

S12: using the PI controller of sensitivity index design to the motor current rotating speed of motor given rotating speed and feedback Deviation is adjusted, and exports current-order；

S13: according to current-order, motor control object model output motor current rotating speed.

Specifically, PI controller is adjusted according to the deviation of motor given rotating speed and the motor current rotating speed of feedback, it is defeated Current-order out adjusts itself output revolving speed, output motor current rotating speed so that motor control object model utilizes current-order Afterwards, motor current rotating speed is constantly fed back, motor current rotating speed and motor given rotating speed is made to make the difference to obtain deviation, output bias to PI Controller forms closed-loop control, makes motor current rotating speed constantly close to motor given rotating speed.

Wherein, PI controller is to solve the increasing of PI controller using sensitivity, open-loop transfer function and nyquist plot Beneficial coefficient obtains meeting sensitivity index and the i.e. optimal controller of stability margin maximum.

Specifically, the PI controller gain adjusted using sensitivity index, keeps system stability margin bigger, when turning for motor When dynamic inertia perturbation, the stability of system will not be influenced by rotation perturbation, have better robust stability.

Further, the establishment process of PI controller may include: the control object model for pre-establishing motor, referring to figure Shown in 2, control object can be permanent magnet synchronous motor, can establish the speed ring of permanent magnet synchronous motor, can continue to speed Ring carry out simplify and it is equivalent at unity negative feedback system, as shown in figure 3, at this point it is possible to by control object similar to the single order added-time Stagnant form obtains control object single order added-time stagnant structural formula, according to the pole of control object, using the principle of pole-zero cancellation, It derives the structural formula of PI controller, needs to obtain gain coefficient n thus, in order to pursue the stability margin of system, it is ensured that system Robust stability makes Permanent magnet synchronous servo system using the open-loop transfer function of Permanent magnet synchronous servo system on a complex plane Nyquist plot, as shown in figure 4, and its medium sensitivity geometrically indicate open-loop transfer function nyquist plot with The inverse of the shortest distance between critical point (- 1, j0) point works as Nai Kuisi so being that circle is done in the center of circle with critical point (- 1, j0) point When Tequ line and tangent circle, the distance at point of contact to the center of circle is most short, as meets the point of sensitivity establishment condition, further according to sensitivity Definition and sensitivity constraints derive point of contact establishment condition, recycle point of contact establishment condition and open-loop transfer function, obtain To the equation group of sensitivity and gain coefficient.

Wherein, in Fig. 2, ω^*(s) indicate that motor given rotating speed, ω (s) indicate motor current rotating speed, i_q ^*(s) motor is indicated The current-order of input, i_q(s) electric current of motor output, T are indicated_e(s) electromagnetic torque of motor output, T are indicated_iiIndicate electric current Sampling time delay time constant, T_SIndicate inverter delay time constant, T_dtIndicate dead zone delay time constant, τ_sPresentation code device Test the speed delay time constant, T_onIndicate that speed ring time constant filter, P indicate number of magnetic pole pairs, ψ_fIndicate that magnetic linkage, α indicate speed Coefficient is marked, β indicates electric current mark coefficient, K_IIndicate electric current loop open-loop gain, J indicates that permanent magnet synchronous servo motor rotation is used Amount, B indicate permanent magnet synchronous servo motor viscous friction coefficient.

Wherein, the structural formula of control object model are as follows:

In formula, G_P(s) control object is indicated, J indicates that permanent magnet synchronous servo motor rotary inertia, B indicate that permanent-magnet synchronous is watched Take motor viscous friction coefficient, T_onIndicate speed ring time constant filter, τ_iTest the speed delay, current sample of presentation code device prolongs When, inverter delay and the sum of dead zone delay time, K_IIndicate electric current loop open-loop gain.

Wherein, control object single order added-time stagnant structural formula indicates:

In formula, T indicates that motor speed ring equivalent time constant, τ indicate the equivalent delay time of speed ring.

The structural formula of PI controller indicates:

In formula, G_c(s) PI controller, K are indicated_PIndicate proportional gain factor, K_iIndicate that integration gain factor, T indicate speed Ring equivalent time constant；

The open-loop transfer function of Permanent magnet synchronous servo system indicates

In formula, G_K(s) open-loop transfer function is indicated；

Sensitivity definition formula is write as frequency domain form are as follows:

In formula, ω indicates that angular frequency, j indicate imaginary unit；

Wherein, in Fig. 4, θ,Indicate angle, it is shown in Figure 4, sensitivity constraints be open-loop transfer function how Kui This Tequ line cannot be entered with (- 1, j0) as the center of circle,For the pass in the circle of radius, with magnitude margin and phase margin System are as follows:

In formula, H_mThe magnitude margin of expression system,The phase margin of expression system；

Specifically, by deriving it can be concluded that, the nyquist plot of open-loop transfer function point C with justify tangent to be expired The point of contact establishment condition of foot are as follows:

Further, open-loop transfer function is substituted into point of contact establishment condition, obtains the equation group of sensitivity and gain coefficient:

Further, the value range of sensitivity is selected between 1.2 to 2, according to different sensitivity values, is obtained not With the circle of radius, change nyquist plot and the point of contact of circle constantly, according to the equation group of sensitivity and gain coefficient The value of gain coefficient changes continuous variation with point of contact, so the value different according to sensitivity, available different gain The value of coefficient obtains different PI controller parameters, so that different stability margins is obtained, when selecting sensitivity is 1.2, electricity The stability margin of machine revolution speed control system is the largest, and system can be made not influenced by the perturbation of rotary inertia, is had fine Stability, using the equation group of sensitivity and gain coefficient, the approximate formula of available gain coefficient, determine spirit After sensitivity, the approximate formula of gain coefficient can be utilized, gain coefficient is calculated, obtains the proportional integration of PI controller Gain finally obtains PI controller parameter, and the PI controller generated based on sensitivity will be provided with better stability margin and robust Stability.

It is understood that since the equation group of sensitivity and gain coefficient is Nonlinear System of Equations, without direct analytic solutions, By calculating and analyzing, the approximate formula of available gain coefficient are as follows:

In formula, τ indicates the equivalent delay time of speed ring.

As it can be seen that the embodiment of the present invention utilizes sensitivity, open-loop transfer function and nyquist plot, PI controller is solved Gain coefficient obtains meeting sensitivity index and the optimal controller parameter of stability margin, and then promotes motor speed control system The robust stability of system makes the stability of Motor Rotating Speed Control System be influenced to be preferably minimized by the perturbation of motor rotary inertia.

The embodiment of the invention discloses a kind of specific motor speed PI adjusting methods, relative to a upper embodiment, this reality It applies example and further instruction and optimization has been made to technical solution.It is shown in Figure 5, specific:

S21: motor given rotating speed is received；

S22: feedforward controller receives motor given rotating speed, and feedforward controller generates feedforward current using motor given rotating speed Instruction.

Specifically, it is shown in Figure 6, in order to promote the response speed of speed regulation, increases feedforward controller H (s), make single freedom Degree PI controller becomes two degree PID controller.

Further, on the basis of simplified speed ring shown in Fig. 3, increase feedforward controller, and time lag is carried out Taylors approximation obtains feed forward velocity ring structure simplification figure shown in Fig. 7 after simplifying to transmission function, wherein when electric current loop is delayed Between the sum of constant T_cFor T_c=T_S+T_dt+T_ii。

Wherein, closed loop transfer function, expression formula can be with are as follows:

In formula, Y (s) is system output signal, R (s) system input signal.

Specifically, to guarantee perfect tracking, i.e.,On the basis of above-mentioned closed loop transfer function, expression formula, The transfer function H (s) of feedforward controller are as follows: H (s)=G_p ^-1(s)。

Specifically, feedforward includes differentiation element, the excessive influence to system speed regulation of differential also can be very big, for this purpose, increasing low Bandpass filter limits the cutoff frequency of differential, so as to desired to select according to selection feedforward time constant filter Trace performance, the transfer function H (s) of final feedforward controller are H (s)=F (s) G_p ^-1(s), in formula, F (s) is feedforward low pass filtered Wave device, finally, Permanent magnet synchronous servo system speed ring are as shown in Figure 8.

S23: being adjusted the deviation of given rotating speed and feedback revolving speed using the PI controller of sensitivity index design, and Export current-order；

S24: control current-order is generated using the sum of current-order and feedforward current instruction；

S25: according to control current-order, motor control object model output motor current rotating speed.

As it can be seen that adding feedforward controller, on the basis of retaining the robust stability of PI controller, control electric current is accelerated Instruction generate speed, improve the response speed of rotational speed regulation, revolving speed enable quickly to reach steady-state value, improve system with With performance, and feedforward filter is added, reduces influence of the differential action to system, and can be by selecting time constant filter So as to select desired trace performance according to different needs, make to adjust the speed more flexible.

Correspondingly, the embodiment of the invention also discloses a kind of motor speed PI regulating system, shown in Figure 9, the system Include:

Rotational speed setup module 1, for receiving motor given rotating speed；

PI adjustment module 2, for the PI controller using sensitivity index design to the electricity of motor given rotating speed and feedback The deviation of machine current rotating speed is adjusted, and exports current-order；

Revolving speed output module 3, for according to current-order, motor control object model output motor current rotating speed.

Specifically, current speed feedback continues to continue velocity deviation to input since system is closed-loop control system It exports and gives speed PI controller.

Wherein, PI controller is to solve the increasing of PI controller using sensitivity, open-loop transfer function and nyquist plot Beneficial coefficient obtains meeting sensitivity index and the maximum controller of stability margin.

Wherein, the structural formula of PI controller are as follows:

In formula, G_c(s) controller, K are indicated_PIndicate proportional integration gain coefficient, K_iIndicate proportional integration gain coefficient, n table Show that gain coefficient, P indicate number of magnetic pole pairs, ψ_fIndicate that magnetic linkage, α indicate that speed cone coefficient, β indicate electric current mark coefficient, M_LIt indicates Sensitivity, τ indicate that the equivalent delay time of speed ring, T indicate speed ring equivalent time constant.

Specifically, can also include feed-forward regulation module；

Feed-forward regulation module receives motor given rotating speed for feedforward controller, and feedforward controller turns using motor is given Fast-growing is instructed at feedforward current；

Wherein, above-mentioned revolving speed output module 3, comprising:

Current-order generation unit, for generating control current-order using the sum of current-order and feedforward current instruction；

Revolving speed output unit, for according to control current-order, motor control object model output motor current rotating speed；

Wherein, feedforward controller are as follows: H (s)=F (s) G_p ^-1(s)；

In formula, H (s) indicates that feedforward controller, F (s) indicate feedforward low-pass filter, G_p(s) control object model is indicated.

Wherein, control object model are as follows:

In formula, G_P(s) control object is indicated, J indicates that permanent magnet synchronous servo motor rotary inertia, B indicate that permanent-magnet synchronous is watched Take motor viscous friction coefficient, T_onIndicate speed ring time constant filter, τ_iTest the speed delay, current sample of presentation code device prolongs When, inverter delay and the sum of dead zone delay time, K_IIndicate electric current loop open-loop gain.

Wherein, sensitivity value is 1.2.

In addition, the embodiment of the invention also discloses a kind of motor speed PI regulating device based on sensitivity index, comprising:

Memory, for storing computer program；

Processor, for executing computer program, to realize, the motor speed PI based on sensitivity index is adjusted as the aforementioned Method.

In addition, the embodiment of the invention also discloses a kind of computer readable storage medium, on computer readable storage medium It is stored with computer program, is realized when computer program is executed by processor as the aforementioned based on the motor speed of sensitivity index PI adjusting method.

Finally, it is to be noted that, herein, relational terms such as first and second and the like be used merely to by One entity or operation are distinguished with another entity or operation, without necessarily requiring or implying these entities or operation Between there are any actual relationship or orders.Moreover, the terms "include", "comprise" or its any other variant meaning Covering non-exclusive inclusion, so that the process, method, article or equipment for including a series of elements not only includes that A little elements, but also including other elements that are not explicitly listed, or further include for this process, method, article or The intrinsic element of equipment.In the absence of more restrictions, the element limited by sentence "including a ...", is not arranged Except there is also other identical elements in the process, method, article or apparatus that includes the element.

Professional further appreciates that, unit described in conjunction with the examples disclosed in the embodiments of the present disclosure And algorithm steps, can be realized with electronic hardware, computer software, or a combination of the two, in order to clearly demonstrate hardware and The interchangeability of software generally describes each exemplary composition and step according to function in the above description.These Function is implemented in hardware or software actually, the specific application and design constraint depending on technical solution.Profession Technical staff can use different methods to achieve the described function each specific application, but this realization is not answered Think beyond the scope of this invention.

Technology contents provided by the present invention are described in detail above, specific case used herein is to this hair Bright principle and embodiment is expounded, method of the invention that the above embodiments are only used to help understand and its Core concept；At the same time, for those skilled in the art, according to the thought of the present invention, in specific embodiment and application There will be changes in range, in conclusion the contents of this specification are not to be construed as limiting the invention.