CN108628159A - A kind of PID control method, device, equipment and system - Google Patents
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Abstract
本申请公开了一种PID控制方法,包括:对被控对象的输入信号和输出信号作差以获取误差信号;判断误差信号是否大于预设误差阈值;若是,则采用带有积分调节的第一PID控制算法计算第一PID控制量以便作为总控制量;若否,则采用取消积分调节的第二PID控制算法计算第二PID控制量,采用预设补偿算法计算补偿控制量,将第二PID控制量与补偿控制量的和作为总控制量;将总控制量输出至被控对象,以便对被控对象的输出信号进行调节。本申请所提供的PID控制方法调节速度快、控制精度高,具有较好的控制性能。本申请还公开了一种PID控制装置、设备、系统及计算机可读存储介质,同样具有上述有益效果。
This application discloses a PID control method, including: making a difference between the input signal and the output signal of the controlled object to obtain an error signal; judging whether the error signal is greater than a preset error threshold; if so, using the first The PID control algorithm calculates the first PID control quantity as the total control quantity; if not, the second PID control algorithm that cancels integral adjustment is used to calculate the second PID control quantity, and the preset compensation algorithm is used to calculate the compensation control quantity, and the second PID The sum of the control quantity and the compensation control quantity is taken as the total control quantity; the total control quantity is output to the controlled object so as to adjust the output signal of the controlled object. The PID control method provided by the application has fast adjustment speed, high control precision and good control performance. The present application also discloses a PID control device, equipment, system and computer-readable storage medium, which also have the above beneficial effects.
Description
技术领域technical field
本申请涉及自动控制技术领域,特别涉及一种PID控制方法、装置、设备、系统及计算机可读存储介质。The present application relates to the technical field of automatic control, in particular to a PID control method, device, equipment, system and computer-readable storage medium.
背景技术Background technique
PID控制具有结构简单、稳定性好、工作可靠等优点,目前仍是工业过程控制中最常用的控制方法。PID control has the advantages of simple structure, good stability, and reliable operation. It is still the most commonly used control method in industrial process control.
经典PID控制方法中同时包含了比例调节、积分调节和微分调节。由于积分调节经常会造成超调或振荡的问题,所以现有技术中出现了积分分离式PID控制方法。其主要原理是,在误差较大时不投入积分调节,以避免控制量因误差累积而过大;而在误差较小时投入积分调节,以便利用积分调节的优势实现无静差控制。但是,该方法由于在调节前期即误差较大时取消了积分调节的作用,因而降低了系统的调节速度。The classic PID control method includes proportional regulation, integral regulation and differential regulation at the same time. Since the integral regulation often causes problems of overshoot or oscillation, an integral-separated PID control method appears in the prior art. The main principle is that the integral adjustment is not used when the error is large, so as to avoid the control amount being too large due to the accumulation of errors; and the integral adjustment is used when the error is small, so as to use the advantage of the integral adjustment to achieve no static error control. However, this method cancels the function of integral adjustment in the early stage of adjustment, that is, when the error is large, thus reducing the adjustment speed of the system.
可见,采用何种PID控制方法,以便在减少超调和振荡并实现无差控制的同时有效提高调节速度,是本领域技术人员所亟待解决的技术问题。It can be seen that what kind of PID control method to use to effectively increase the adjustment speed while reducing overshoot and oscillation and realizing non-difference control is a technical problem to be solved urgently by those skilled in the art.
发明内容Contents of the invention
本申请的目的在于提供一种PID控制方法、装置、设备、系统及计算机可读存储介质,以便在减少超调和振荡并实现无差控制的同时有效提高调节速度。The purpose of the present application is to provide a PID control method, device, equipment, system and computer-readable storage medium, so as to effectively increase the adjustment speed while reducing overshoot and oscillation and realizing non-difference control.
为解决上述技术问题,本申请提供一种PID控制方法,包括:In order to solve the above technical problems, the application provides a PID control method, including:
对被控对象的输入信号和输出信号作差以获取误差信号;Make a difference between the input signal and output signal of the controlled object to obtain the error signal;
判断所述误差信号是否大于预设误差阈值;judging whether the error signal is greater than a preset error threshold;
若是,则采用带有积分调节的第一PID控制算法计算第一PID控制量以便作为总控制量;If so, then adopt the first PID control algorithm with integral adjustment to calculate the first PID control quantity so as to be the total control quantity;
若否,则采用取消积分调节的第二PID控制算法计算第二PID控制量,采用预设补偿算法计算补偿控制量,将所述第二PID控制量与所述补偿控制量的和作为所述总控制量;If not, then use the second PID control algorithm that cancels the integral adjustment to calculate the second PID control amount, use the preset compensation algorithm to calculate the compensation control amount, and use the sum of the second PID control amount and the compensation control amount as the total control volume;
将所述总控制量输出至所述被控对象,以便对所述被控对象的所述输出信号进行调节。outputting the total control amount to the controlled object, so as to adjust the output signal of the controlled object.
可选地,所述预设误差阈值为ef=k1r(t);Optionally, the preset error threshold is e f =k 1 r(t);
其中,ef为所述预设误差阈值;k1为预设误差阈值系数;r(t)为所述输入信号。Wherein, ef is the preset error threshold; k 1 is the preset error threshold coefficient; r(t) is the input signal.
可选地,所述预设误差阈值系数k1∈[0,0.2]。Optionally, the preset error threshold coefficient k 1 ∈[0,0.2].
可选地,所述采用预设补偿算法计算补偿控制量包括:Optionally, the calculation of the compensation control amount using a preset compensation algorithm includes:
根据ub=k2u0计算所述补偿控制量;Calculate the compensation control amount according to u b = k 2 u 0 ;
其中,ub为所述补偿控制量;k2为预设补偿系数;u0为对应于所述被控对象的预设基础补偿量。Wherein, u b is the compensation control amount; k 2 is the preset compensation coefficient; u 0 is the preset basic compensation amount corresponding to the controlled object.
可选地,所述被控对象的传递函数为 Optionally, the transfer function of the controlled object is
其中,b0为分子常数项;b为分母常数项;a为分母一次项系数;Among them, b 0 is the constant term of the numerator; b is the constant term of the denominator; a is the coefficient of the primary term of the denominator;
所述预设基础补偿量为u0=b/b0。The preset basic compensation amount is u 0 =b/b 0 .
可选地,所述第一PID控制算法和所述第二PID控制算法均为参数自整定PID控制算法。Optionally, both the first PID control algorithm and the second PID control algorithm are parameter self-tuning PID control algorithms.
本申请还提供了一种PID控制装置,包括:The application also provides a PID control device, comprising:
获取模块:用于对被控对象的输入信号和输出信号作差以获取误差信号;Obtaining module: used to make a difference between the input signal and output signal of the controlled object to obtain the error signal;
判断模块:用于判断所述误差信号是否大于预设误差阈值;Judging module: used to judge whether the error signal is greater than a preset error threshold;
计算模块:用于当所述误差信号大于所述预设误差阈值时,采用带有积分控制的第一PID控制算法计算第一PID控制量以便作为总控制量;当所述误差信号不大于所述预设误差阈值时,采用取消积分控制的第二PID控制算法计算第二PID控制量,采用预设补偿算法计算补偿控制量,并将所述第二PID控制量与所述补偿控制量的和作为所述总控制量;Calculation module: when the error signal is greater than the preset error threshold, the first PID control algorithm with integral control is used to calculate the first PID control quantity as the total control quantity; when the error signal is not greater than the preset error threshold When the preset error threshold is mentioned above, the second PID control amount is calculated by using the second PID control algorithm that cancels the integral control, and the compensation control amount is calculated by using the preset compensation algorithm, and the second PID control amount and the compensation control amount are calculated. and as said total control amount;
输出模块:用于将所述总控制量输出至所述被控对象,以便对所述被控对象的所述输出信号进行调节。Output module: used to output the total control quantity to the controlled object, so as to adjust the output signal of the controlled object.
本申请还提供了一种PID控制设备,包括:The application also provides a PID control device, including:
存储器:用于存储计算机程序;memory: used to store computer programs;
处理器:用于执行所述计算机程序以实现如上所述的任一种PID控制方法的步骤。Processor: used to execute the computer program to implement the steps of any one of the above PID control methods.
本申请还提供了一种计算机可读存储介质,所述计算机可读存储介质中存储有计算机程序,所述计算机程序被处理器执行时用以实现如上所述的任一种PID控制方法的步骤。The present application also provides a computer-readable storage medium, where a computer program is stored in the computer-readable storage medium, and when the computer program is executed by a processor, it is used to implement the steps of any one of the above-mentioned PID control methods .
本申请还提供了一种PID控制系统,包括被控对象以及如上所述的PID控制设备。The present application also provides a PID control system, including a controlled object and the above-mentioned PID control device.
本申请所提供的PID控制方法包括:对被控对象的输入信号和输出信号作差以获取误差信号;判断所述误差信号是否大于预设误差阈值;若是,则采用带有积分调节的第一PID控制算法计算第一PID控制量以便作为总控制量;若否,则采用取消积分调节的第二PID控制算法计算第二PID控制量,采用预设补偿算法计算补偿控制量,将所述第二PID控制量与所述补偿控制量的和作为所述总控制量;将所述总控制量输出至所述被控对象,以便对所述被控对象的所述输出信号进行调节。The PID control method provided by the present application includes: making a difference between the input signal and the output signal of the controlled object to obtain an error signal; judging whether the error signal is greater than a preset error threshold; The PID control algorithm calculates the first PID control quantity so as to be the total control quantity; if not, the second PID control algorithm that cancels the integral adjustment is used to calculate the second PID control quantity, and the preset compensation algorithm is used to calculate the compensation control quantity, and the first PID control quantity is calculated. The sum of the two PID control quantities and the compensation control quantity is used as the total control quantity; the total control quantity is output to the controlled object, so as to adjust the output signal of the controlled object.
可见,相比于现有技术,本申请所提供的PID控制方法,在误差信号较大时投入了积分调节,有效加快了系统的响应速度;并在误差信号较小时,对取消了积分调节后的PID控制进行了补偿,在减少超调和振荡的同时还有效消除了静态误差。由此可见,本申请所提供的PID控制方法调节速度快、控制精度高,具有较好的控制性能。本申请所提供的PID控制装置、设备、系统及计算机可读存储介质可以实现上述PID控制方法,同样具有上述有益效果。It can be seen that, compared with the prior art, the PID control method provided by the present application puts the integral adjustment when the error signal is large, which effectively speeds up the response speed of the system; and when the error signal is small, the integral adjustment is canceled The PID control is compensated, and the static error is effectively eliminated while reducing overshoot and oscillation. It can be seen that the PID control method provided by the present application has fast adjustment speed, high control precision and good control performance. The PID control device, equipment, system and computer-readable storage medium provided by the present application can realize the above-mentioned PID control method, and also have the above-mentioned beneficial effects.
附图说明Description of drawings
为了更清楚地说明现有技术和本申请实施例中的技术方案,下面将对现有技术和本申请实施例描述中需要使用的附图作简要的介绍。当然,下面有关本申请实施例的附图描述的仅仅是本申请中的一部分实施例,对于本领域普通技术人员来说,在不付出创造性劳动的前提下,还可以根据提供的附图获得其他的附图,所获得的其他附图也属于本申请的保护范围。In order to illustrate the prior art and the technical solutions in the embodiments of the present application more clearly, the following briefly introduces the drawings that need to be used in the description of the prior art and the embodiments of the present application. Of course, the following drawings related to the embodiments of the application describe only a part of the embodiments of the application, and those of ordinary skill in the art can obtain other The accompanying drawings, and other obtained drawings also belong to the protection scope of the present application.
图1为本申请所提供的一种PID控制方法的流程图;Fig. 1 is the flowchart of a kind of PID control method provided by the present application;
图2为本申请所提供的一种PID控制方法的控制框图;Fig. 2 is the control block diagram of a kind of PID control method provided by the present application;
图3为本申请所提供的PID控制方法在第一组PID控制参数下的控制效果波形图;Fig. 3 is the control effect waveform diagram of the PID control method provided by the present application under the first group of PID control parameters;
图4为本申请所提供的PID控制方法在第二组PID控制参数下的控制效果波形图;Fig. 4 is the control effect waveform diagram of the PID control method provided by the present application under the second group of PID control parameters;
图5为本申请所提供的PID控制方法在第三组PID控制参数下的控制效果波形图;Fig. 5 is the waveform diagram of the control effect of the PID control method provided by the present application under the third group of PID control parameters;
图6为本申请所提供的PID控制方法在第四组PID控制参数下的控制效果波形图;Fig. 6 is the waveform diagram of the control effect of the PID control method provided by the present application under the fourth group of PID control parameters;
图7为本申请所提供的PID控制方法在被控对象的传递函数失准情况下的控制效果波形图;Fig. 7 is the waveform diagram of the control effect of the PID control method provided by the present application under the condition that the transfer function of the controlled object is inaccurate;
图8为本申请所提供的PID控制方法在针对图8调整了预设补偿系数之后的控制效果波形图;FIG. 8 is a waveform diagram of the control effect of the PID control method provided by the present application after adjusting the preset compensation coefficient for FIG. 8;
图9为本申请所提供的一种PID控制装置的结构框图。FIG. 9 is a structural block diagram of a PID control device provided by the present application.
具体实施方式Detailed ways
本申请的核心在于提供一种PID控制方法、装置、设备、系统及计算机可读存储介质,以便在减少超调和振荡并实现无差控制的同时有效提高调节速度。The core of the present application is to provide a PID control method, device, equipment, system and computer-readable storage medium, so as to effectively increase the adjustment speed while reducing overshoot and oscillation and realizing non-difference control.
为了对本申请实施例中的技术方案进行更加清楚、完整地描述,下面将结合本申请实施例中的附图,对本申请实施例中的技术方案进行介绍。显然,所描述的实施例仅仅是本申请一部分实施例,而不是全部的实施例。基于本申请中的实施例,本领域普通技术人员在没有做出创造性劳动前提下所获得的所有其他实施例,都属于本申请保护的范围。In order to describe the technical solutions in the embodiments of the present application more clearly and completely, the technical solutions in the embodiments of the present application will be introduced below in conjunction with the drawings in the embodiments of the present application. Apparently, the described embodiments are only some of the embodiments of this application, not all of them. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the scope of protection of this application.
本申请所提供的PID控制方法具体为一种采用了积分分离和补偿控制的PID控制方法。与现有技术中的积分分离不同,本申请在误差较大时没有取消反而投入了积分调节,以便令系统具有更快的响应速度,加速调节进程。相反地,本申请具体是在误差较小时取消了积分调节,以便减少超调或者振荡现象的发生,并同时结合补偿控制对积分分离后的PID控制量进行补偿,达到消除稳态误差的目的。The PID control method provided in this application is specifically a PID control method using integral separation and compensation control. Different from the integral separation in the prior art, the present application does not cancel but puts into integral adjustment when the error is large, so as to make the system have a faster response speed and speed up the adjustment process. On the contrary, the present application specifically cancels the integral adjustment when the error is small, so as to reduce the occurrence of overshoot or oscillation, and at the same time combines the compensation control to compensate the PID control quantity after integral separation, so as to eliminate the steady-state error.
请参考图1,图1为本申请所提供的一种PID控制方法的流程图,主要包括以下步骤:Please refer to Fig. 1, Fig. 1 is the flow chart of a kind of PID control method provided by the present application, mainly comprises the following steps:
步骤1:对被控对象的输入信号和输出信号作差以获取误差信号。Step 1: Make a difference between the input signal and the output signal of the controlled object to obtain the error signal.
具体地,设控制系统的输入信号即期望输出为r(t),输出信号为y(t),则可得到误差信号为e(t)=r(t)-y(t)。Specifically, assuming that the input signal of the control system, that is, the expected output, is r(t), and the output signal is y(t), the error signal can be obtained as e(t)=r(t)-y(t).
步骤2:判断误差信号是否大于预设误差阈值;若是,则进入步骤3;若否,则进入步骤4。Step 2: Judging whether the error signal is greater than a preset error threshold; if yes, proceed to step 3; if not, proceed to step 4.
具体地,本申请所提供的PID控制方法中,具体设置了预设误差阈值ef来判定误差信号e(t)的相对大小。当误差信号e(t)大于预设误差阈值ef时,说明当前误差信号e(t)较大,需要投入积分调节作用,由此可进入步骤3。当误差信号e(t)不大于预设误差阈值ef时,说明当前误差信号e(t)较小,需要取消积分调节作用并加入补偿控制,由此可进入步骤4。Specifically, in the PID control method provided in the present application, a preset error threshold e f is specifically set to determine the relative magnitude of the error signal e(t). When the error signal e(t) is greater than the preset error threshold e f , it means that the current error signal e(t) is relatively large, and the integral adjustment function needs to be put into use, so step 3 can be entered. When the error signal e(t) is not greater than the preset error threshold e f , it means that the current error signal e(t) is relatively small, and it is necessary to cancel the integral adjustment function and add compensation control, so that step 4 can be entered.
当然,这里所说的预设误差阈值ef的具体取值可由本领域技术人员根据实际应用情况自行选择并设置,本申请实施例对此并不进行限定。例如,容易理解的是,该预设误差阈值ef具体可以为与输入信号r(t)相关的量,即当设定的输入信号r(t)增大时,作为投入或者取消积分调节作用的界限值的预设误差阈值ef也可以适当增大。Of course, the specific value of the preset error threshold e f mentioned here can be selected and set by those skilled in the art according to actual application conditions, which is not limited in this embodiment of the present application. For example, it is easy to understand that the preset error threshold e f can specifically be an amount related to the input signal r(t), that is, when the set input signal r(t) increases, it acts as input or cancellation of the integral adjustment function The preset error threshold e f of the limit value of can also be appropriately increased.
步骤3:采用带有积分调节的第一PID控制算法计算第一PID控制量以便作为总控制量,进入步骤5。Step 3: Using the first PID control algorithm with integral adjustment to calculate the first PID control quantity as the total control quantity, go to step 5.
具体地,当判定误差信号e(t)较大而投入积分调节时,所说的第一PID控制算法的具体表达式为Specifically, when it is judged that the error signal e(t) is relatively large and the integral adjustment is put into operation, the specific expression of the first PID control algorithm is
其中,upid_1即为所说的第一PID控制量;kp、ki和kd分别为比例系数、积分系数和微分系数。Wherein, u pid_1 is the so-called first PID control quantity; k p , ki and k d are proportional coefficients, integral coefficients and differential coefficients respectively.
由于积分调节的投入就可以消除静态误差,因此,此时可直接将第一PID控制量upid_1作为总控制量u,即u=upid_1。Since the input of the integral adjustment can eliminate the static error, at this time, the first PID control variable u pid_1 can be directly used as the total control variable u, that is, u=u pid_1 .
步骤4:采用取消积分调节的第二PID控制算法计算第二PID控制量,采用预设补偿算法计算补偿控制量,将第二PID控制量与补偿控制量的和作为总控制量,进入步骤5。Step 4: Use the second PID control algorithm that cancels the integral adjustment to calculate the second PID control quantity, use the preset compensation algorithm to calculate the compensation control quantity, use the sum of the second PID control quantity and the compensation control quantity as the total control quantity, and go to step 5 .
具体地,当判定误差信号e(t)较小而取消积分调节时,所说的第二PID控制算法的具体表达式为Specifically, when it is determined that the error signal e(t) is small and the integral adjustment is canceled, the specific expression of the second PID control algorithm is
其中,upid_2即为所说的第二PID控制量。Wherein, u pid_2 is the so-called second PID control quantity.
当误差信号e(t)较小时,即说明此时控制系统的输出信号y(t)与输入信号r(t)较为接近,相差较小,也较为容易产生超调或者振荡。此时取消积分调节作用,可以有效减少超调或者振荡的产生。When the error signal e(t) is small, it means that the output signal y(t) of the control system is relatively close to the input signal r(t) at this time, and the difference is small, and it is easier to produce overshoot or oscillation. Canceling the integral adjustment function at this time can effectively reduce the generation of overshoot or oscillation.
此外,为了在取消积分调节的情况下同样实现无差控制,本申请还引入了补偿控制量ub,将补偿控制量ub与第二PID控制量upid_2的和作为总控制量u:In addition, in order to achieve no-difference control in the case of canceling the integral adjustment, this application also introduces a compensation control variable ub, and the sum of the compensation control variable ub and the second PID control variable u pid_2 is taken as the total control variable u:
u=upid_2+ub。u = u pid_2 + u b .
当然,至于补偿控制量ub的具体计算方法和取值大小,本领域技术人员可自行选择并设置,本申请实施例对此并不进行限定。Of course, as for the specific calculation method and value of the compensation control amount ub , those skilled in the art can choose and set it by themselves, which is not limited in this embodiment of the present application.
步骤5:将总控制量输出至被控对象,以便对被控对象的输出信号进行调节。Step 5: Output the total control quantity to the controlled object, so as to adjust the output signal of the controlled object.
当确定了总控制量u之后,便可将其输出至被控对象以便输出信号y(t)在其控制作用下逐渐稳定在输入信号r(t)附近。After the total control quantity u is determined, it can be output to the controlled object so that the output signal y(t) is gradually stabilized near the input signal r(t) under its control.
事实上,在实际应用中,本领域技术人员可自由采用各种灵活的方式来实现上述方法。例如,请参考图2,图2为本申请所提供的一种PID控制方法的控制框图。如图2所示,其中积分调节投切控制器用于判断误差信号e(t)是否大于预设误差阈值ef,并具体生成一个积分调节投切信号x(t):In fact, in practical applications, those skilled in the art can freely adopt various flexible ways to implement the above method. For example, please refer to FIG. 2 , which is a control block diagram of a PID control method provided in the present application. As shown in Figure 2, the integral adjustment switching controller is used to judge whether the error signal e(t) is greater than the preset error threshold e f , and specifically generate an integral adjustment switching signal x(t):
则积分调节投切信号x(t)为1时,即表示需要投入积分调节;积分调节投切信号x(t)为0时,即表示需要取消积分调节。相应地,所说的第一PID控制算法和第二PID控制算法可以均由图2中的PID控制器来实现,则其具体表达式为When the integral adjustment switching signal x(t) is 1, it means that the integral adjustment needs to be put into use; when the integral adjustment switching signal x(t) is 0, it means that the integral adjustment needs to be cancelled. Correspondingly, said first PID control algorithm and second PID control algorithm can be realized by the PID controller in Fig. 2, then its specific expression is
同时,积分调节投切信号x(t)也同样是补偿控制的投切信号,当积分调节投切信号x(t)为0取消积分调节时,需要投入补偿控制。图2中的控制量补偿器用于根据积分调节投切信号x(t)决定是否输出补偿控制量ub。因此,输入至被控对象的总控制量u就可以表示为:At the same time, the switching signal x(t) of the integral adjustment is also the switching signal of the compensation control. When the integral adjustment switching signal x(t) is 0 to cancel the integral adjustment, the compensation control needs to be activated. The control quantity compensator in Fig. 2 is used to decide whether to output the compensation control quantity ub according to the integral adjustment switching signal x(t). Therefore, the total control quantity u input to the controlled object can be expressed as:
可见,本申请实施例所提供的PID控制方法,在误差信号较大时投入了积分调节,有效加快了系统的响应速度;并在误差信号较小时,对取消了积分调节后的PID控制进行了补偿,在减少超调和振荡的同时还有效消除了静态误差。由此可见,本申请所提供的PID控制方法调节速度快、控制精度高,具有较好的控制性能。It can be seen that the PID control method provided by the embodiment of the present application puts into the integral adjustment when the error signal is large, which effectively speeds up the response speed of the system; and when the error signal is small, the PID control after the integral adjustment is cancelled. Compensation effectively eliminates static errors while reducing overshoot and oscillation. It can be seen that the PID control method provided by the present application has fast adjustment speed, high control precision and good control performance.
本申请所提供的PID控制方法,在上述实施例的基础上:The PID control method provided by this application, on the basis of the foregoing embodiments:
作为一种优选实施例,预设误差阈值为ef=k1r(t);As a preferred embodiment, the preset error threshold is e f =k 1 r(t);
其中,ef为预设误差阈值;k1为预设误差阈值系数;r(t)为输入信号。Among them, e f is the preset error threshold; k 1 is the preset error threshold coefficient; r(t) is the input signal.
具体地,如前所述,预设误差阈值ef可以为与输入信号r(t)相关联的量,并具体可以是正比例关系。本领域技术人员可以通过调节预设误差阈值系数k1的大小而找到较为合适的预设误差阈值ef。Specifically, as mentioned above, the preset error threshold e f may be an amount associated with the input signal r(t), and specifically may be a proportional relationship. Those skilled in the art can find a more suitable preset error threshold e f by adjusting the size of the preset error threshold coefficient k 1 .
作为一种优选实施例,预设误差阈值系数k1∈[0,0.2]。As a preferred embodiment, the error threshold coefficient k 1 ∈[0,0.2] is preset.
具体地,在多次仿真和实验的基础上,本申请实施例提供了一个预设误差阈值系数k1的取值参考范围:k1∈[0,0.2]。当然,本领域技术人员也可以在其他范围内进行取值,本申请并不进行限定。Specifically, on the basis of multiple simulations and experiments, the embodiment of the present application provides a reference range of values for the preset error threshold coefficient k 1 : k 1 ∈[0,0.2]. Certainly, those skilled in the art may also select values within other ranges, which are not limited in this application.
作为一种优选实施例,采用预设补偿算法计算补偿控制量包括:As a preferred embodiment, using a preset compensation algorithm to calculate the compensation control amount includes:
根据ub=k2u0计算补偿控制量;Calculate the compensation control amount according to u b = k 2 u 0 ;
其中,ub为补偿控制量;k2为预设补偿系数;u0为对应于被控对象的预设基础补偿量。Among them, u b is the compensation control amount; k 2 is the preset compensation coefficient; u 0 is the preset basic compensation amount corresponding to the controlled object.
具体地,在计算补偿控制量ub时,推荐但不限于设定一个与被控对象相对应的预设基础补偿量u0,并通过与预设补偿系数k2进行线性计算而得到补偿控制量ub。本领域技术人员应当都知道,不同类型传递函数的被控对象,即使是在输入信号r(t)相同且控制参数相同的情况下,最终的稳态误差也是不同的。因此,可针对于不同的被控对象,设定对应的预设基础补偿量u0,在此基础上通过调节预设补偿系数k2来确定较为合适的补偿控制量ub实现无差控制。Specifically, when calculating the compensation control amount ub , it is recommended but not limited to set a preset basic compensation amount u 0 corresponding to the controlled object, and obtain the compensation control through linear calculation with the preset compensation coefficient k 2 Measure u b . Those skilled in the art should know that the controlled objects with different types of transfer functions have different final steady-state errors even when the input signal r(t) is the same and the control parameters are the same. Therefore, the corresponding preset basic compensation amount u 0 can be set for different controlled objects, and on this basis, a more appropriate compensation control amount u b can be determined by adjusting the preset compensation coefficient k 2 to realize no-difference control.
作为一种优选实施例,被控对象的传递函数为 As a preferred embodiment, the transfer function of the controlled object is
其中,b0为分子常数项;b为分母常数项;a为分母一次项系数;Among them, b 0 is the constant term of the numerator; b is the constant term of the denominator; a is the coefficient of the primary term of the denominator;
预设基础补偿量为u0=b/b0。The preset basic compensation amount is u 0 =b/b 0 .
具体地,当被控对象为二阶系统时,其对应传递函数的形式为此时优选地,可将预设基础补偿量u0取为u0=b/b0。Specifically, when the controlled object is a second-order system, the form of the corresponding transfer function is At this time, preferably, the preset basic compensation amount u 0 may be taken as u 0 =b/b 0 .
作为一种优选实施例,第一PID控制算法和第二PID控制算法均为参数自整定PID控制算法。As a preferred embodiment, both the first PID control algorithm and the second PID control algorithm are parameter self-tuning PID control algorithms.
具体地,对于PID控制来说,PID控制参数(比例系数kp、积分系数ki和微分系数kd)的取值对控制性能具有重要的决定意义。因此,为了便于得到较为合适的PID控制参数,在本申请所提供的PID控制方法中,所说的第一PID控制算法和第二PID控制算法都可以进一步为参数自整定PID控制算法,以便通过参数整定有效提高控制精度和控制性能。Specifically, for PID control, the values of PID control parameters (proportional coefficient k p , integral coefficient ki and differential coefficient k d ) have important decisive significance for control performance. Therefore, in order to obtain more suitable PID control parameters, in the PID control method provided by the present application, the first PID control algorithm and the second PID control algorithm can be further parameter self-tuning PID control algorithms, so that by Parameter tuning effectively improves control accuracy and control performance.
请参考图3至图8,图3至图8分别为本申请所提供的PID控制方法在不同情况下的控制效果波形图,它们所对应的被控对象均为二阶系统,传递函数具体为输入信号r(t)为单位阶跃信号,相关的一些参数设置均为:预设误差阈值系数为k1=0.2,预设基础补偿量为u0=4。此外,图3至图7对应的预设补偿系数为k2=1,而图8对应的预设补偿系数为k2=1.25。Please refer to Fig. 3 to Fig. 8, Fig. 3 to Fig. 8 are respectively the control effect wave diagrams of the PID control method provided in this application under different circumstances, and the controlled objects corresponding to them are all second-order systems, and the transfer function is specifically The input signal r(t) is a unit step signal, and some related parameters are set as follows: the preset error threshold coefficient is k 1 =0.2, and the preset basic compensation amount is u 0 =4. In addition, the preset compensation coefficient corresponding to FIG. 3 to FIG. 7 is k 2 =1, and the preset compensation coefficient corresponding to FIG. 8 is k 2 =1.25.
图3至图8中除了示出了本申请所提供的PID控制方法以外,均还示出了包括经典PID和现有积分分离式PID在内的其他控制方法,以方便进行对比分析。In addition to the PID control method provided by the present application, Fig. 3 to Fig. 8 also show other control methods including classical PID and existing integral-separation PID for the convenience of comparative analysis.
具体地,图3为采用第一组PID控制参数时的控制效果波形图,其PID控制参数具体为:kp=20、ki=20、kd=3。从图3中可以看出,本申请所提供的带有积分分离和补偿控制的PID控制方法(以下简称为积分分离+补偿PID)能够实现快速响应且无超调;而经典PID存在超调,同时现有的积分分离式PID不仅存在较大超调,而且响应缓慢。Specifically, FIG. 3 is a control effect waveform diagram when the first group of PID control parameters is adopted, and the PID control parameters are specifically: k p =20, ki =20, k d =3. As can be seen from Fig. 3, the PID control method with integral separation and compensation control provided by the present application (hereinafter referred to as integral separation+compensation PID) can realize fast response and no overshoot; while there is overshoot in classical PID, At the same time, the existing integral separation type PID not only has a large overshoot, but also has a slow response.
图4为采用第二组PID控制参数时的控制效果波形图,其PID控制参数具体为:kp=20、ki=10、kd=0.01。从图4中可以看出,经典PID与现有的积分分离式PID无法令系统输出到达期望位置,即存在静态误差;而本申请所提供的积分分离+补偿PID虽然存在超调现象,但是超调较小,而且无静态误差。Fig. 4 is a waveform diagram of the control effect when the second group of PID control parameters is adopted, and the PID control parameters are specifically: k p =20, ki =10, k d =0.01. It can be seen from Figure 4 that the classic PID and the existing integral-separated PID cannot make the system output reach the desired position, that is, there is a static error; while the integral-separated + compensation PID provided by this application has an overshoot phenomenon, but the overshoot Adjustment is small, and there is no static error.
图5为采用第三组PID控制参数时的控制效果波形图,其PID控制参数具体为:kp=10、ki=20、kd=0.01。从图5中可以看出,本申请所提供的积分分离+补偿PID相比较于经典PID具有更小的超调;而现有的积分分离式PID则由于参数设置不合理(kp较小)而令积分调节完全失效,即等效于PD控制。Fig. 5 is a waveform diagram of the control effect when the third group of PID control parameters is adopted, and the PID control parameters are specifically: k p =10, ki =20, k d =0.01. As can be seen from Figure 5, the integral separation + compensation PID provided by this application has smaller overshoot compared with the classic PID; while the existing integral separation PID is due to unreasonable parameter setting (k p is small) And making the integral adjustment completely ineffective is equivalent to PD control.
图6为采用第四组PID控制参数时的控制效果波形图,其PID控制参数具体为:kp=5、ki=50、kd=1。从图6中可以看出,此时由于积分系数设置较大,经典PID中的积分调节对系统稳定性产生了严重影响,现有的积分分离式PID则由于参数设置不合理令积分调节完全失效;而本申请所提供的积分分离+补偿PID则取得了较好的控制效果。Fig. 6 is a waveform diagram of the control effect when the fourth group of PID control parameters is adopted, and the PID control parameters are specifically: k p =5, ki =50, k d =1. It can be seen from Figure 6 that at this time, due to the large integral coefficient setting, the integral adjustment in the classic PID has a serious impact on the system stability, and the existing integral-separated PID completely fails the integral adjustment due to unreasonable parameter settings ; while the integral separation + compensation PID provided by this application has achieved a better control effect.
综合图3至图6可以看出,在同一组PID控制参数的控制作用下,本申请所提供的积分分离+补偿PID都可以取得明显优于经典PID和现有积分分离式PID的优良控制性能。From Figure 3 to Figure 6, it can be seen that under the control of the same set of PID control parameters, the integral separation + compensation PID provided by this application can achieve excellent control performance that is significantly better than the classic PID and the existing integral separation PID .
图7为本申请所提供的PID控制方法在被控对象的传递函数失准情况下的控制效果波形图。假设实际传递函数为的被控对象被误认为并采用图3对应的第一组控制参数进行调节,得到的控制效果如图7所示。从图7中可以看出,此时本申请所提供的采用k2=1的积分分离+补偿PID方法存在较大的静态误差,因此可以通过调整控制量补偿系数k2来消除静态误差。FIG. 7 is a waveform diagram of the control effect of the PID control method provided by the present application under the condition that the transfer function of the controlled object is out of alignment. Suppose the actual transfer function is of accused persons were mistaken for And use the first set of control parameters corresponding to Figure 3 to adjust, and the obtained control effect is shown in Figure 7. It can be seen from Fig. 7 that the integral separation + compensation PID method using k 2 =1 provided by the present application has a large static error at this time, so the static error can be eliminated by adjusting the control variable compensation coefficient k 2 .
图8为本申请所提供的PID控制方法在针对图7调整了预设补偿系数之后的控制效果波形图。其具体是将预设补偿系数调整为k2=1.25。从图8中可以看出,通过对预设补偿系数k2进行调整,进而改善补偿控制的作用效果,可以成功地消除静态误差,实现无差控制。FIG. 8 is a control effect waveform diagram of the PID control method provided in the present application after adjusting the preset compensation coefficient with respect to FIG. 7 . Specifically, the preset compensation coefficient is adjusted to k 2 =1.25. It can be seen from Fig. 8 that by adjusting the preset compensation coefficient k 2 to improve the effect of compensation control, the static error can be successfully eliminated and no-difference control can be realized.
下面对本申请实施例所提供的PID控制装置进行介绍。The PID control device provided by the embodiment of the present application is introduced below.
请参阅图9,图9为本申请所提供的一种PID控制装置的结构框图;包括获取模块1、判断模块2、计算模块3和输出模块4;Please refer to FIG. 9. FIG. 9 is a structural block diagram of a PID control device provided by the present application; including an acquisition module 1, a judgment module 2, a calculation module 3 and an output module 4;
获取模块1用于对被控对象的输入信号和输出信号作差以获取误差信号;The acquisition module 1 is used to make a difference between the input signal and the output signal of the controlled object to obtain an error signal;
判断模块2用于判断误差信号是否大于预设误差阈值;The judging module 2 is used to judge whether the error signal is greater than a preset error threshold;
计算模块3用于当误差信号大于预设误差阈值时,采用带有积分控制的第一PID控制算法计算第一PID控制量以便作为总控制量;当误差信号不大于预设误差阈值时,采用取消积分控制的第二PID控制算法计算第二PID控制量,采用预设补偿算法计算补偿控制量,并将第二PID控制量与补偿控制量的和作为总控制量;The calculation module 3 is used to calculate the first PID control quantity by using the first PID control algorithm with integral control as the total control quantity when the error signal is greater than the preset error threshold; when the error signal is not greater than the preset error threshold, use cancel the second PID control algorithm of the integral control to calculate the second PID control quantity, use the preset compensation algorithm to calculate the compensation control quantity, and use the sum of the second PID control quantity and the compensation control quantity as the total control quantity;
输出模块4用于将总控制量输出至被控对象,以便对被控对象的输出信号进行调节。The output module 4 is used to output the total control quantity to the controlled object, so as to adjust the output signal of the controlled object.
可见,本申请所提供的PID控制装置,在误差信号较大时投入了积分调节,有效加快了系统的响应速度;并在误差信号较小时,对取消了积分调节后的PID控制进行了补偿,在减少超调和振荡的同时还有效消除了静态误差。由此可见,本申请所提供的PID控制装置调节速度快、控制精度高,具有较好的控制性能。It can be seen that the PID control device provided by this application puts into integral adjustment when the error signal is large, which effectively speeds up the response speed of the system; and when the error signal is small, the PID control after the integral adjustment is cancelled, Static errors are effectively eliminated while reducing overshoot and oscillation. It can be seen that the PID control device provided by the present application has fast adjustment speed, high control precision and good control performance.
本申请还提供了一种PID控制设备,包括:The application also provides a PID control device, including:
存储器:用于存储计算机程序;memory: used to store computer programs;
处理器:用于执行所述计算机程序以实现如上所述的任一种PID控制方法的步骤。Processor: used to execute the computer program to implement the steps of any one of the above PID control methods.
本申请还提供了一种计算机可读存储介质,所述计算机可读存储介质中存储有计算机程序,所述计算机程序被处理器执行时用以实现如上所述的任一种PID控制方法的步骤。The present application also provides a computer-readable storage medium, where a computer program is stored in the computer-readable storage medium, and when the computer program is executed by a processor, it is used to implement the steps of any one of the above-mentioned PID control methods .
本申请还提供了一种PID控制系统,包括被控对象以及如上所述的PID控制设备。The present application also provides a PID control system, including a controlled object and the above-mentioned PID control device.
本申请所提供的PID控制装置、设备、系统及计算机可读存储介质的具体实施方式与上文所描述的PID控制方法可相互对应参照,这里就不再赘述。The specific implementation manners of the PID control device, equipment, system, and computer-readable storage medium provided in the present application and the PID control method described above can be referred to each other correspondingly, so details are not repeated here.
本申请中各个实施例采用递进的方式描述,每个实施例重点说明的都是与其他实施例的不同之处,各个实施例之间相同相似部分互相参见即可。对于实施例公开的装置而言,由于其与实施例公开的方法相对应,所以描述的比较简单,相关之处参见方法部分说明即可。Each embodiment in the present application is described in a progressive manner, each embodiment focuses on the differences from other embodiments, and the same and similar parts of the various embodiments can be referred to each other. As for the device disclosed in the embodiment, since it corresponds to the method disclosed in the embodiment, the description is relatively simple, and for the related information, please refer to the description of the method part.
还需说明的是,在本申请文件中,诸如“第一”和“第二”之类的关系术语,仅仅用来将一个实体或者操作与另一个实体或者操作区分开来,而不一定要求或者暗示这些实体或者操作之间存在任何这种实际的关系或者顺序。此外,术语“包括”、“包含”或者其任何其他变体意在涵盖非排他性的包含,从而使得包括一系列要素的过程、方法、物品或者设备不仅包括那些要素,而且还包括没有明确列出的其他要素,或者是还包括为这种过程、方法、物品或者设备所固有的要素。在没有更多限制的情况下,由语句“包括一个……”限定的要素,并不排除在包括所述要素的过程、方法、物品或者设备中还存在另外的相同要素。It should also be noted that in this application, relative terms such as "first" and "second" are only used to distinguish one entity or operation from another entity or operation, and do not necessarily require or imply any such actual relationship or order between such entities or operations. Furthermore, the term "comprises", "comprises" or any other variation thereof is intended to cover a non-exclusive inclusion such that a process, method, article or apparatus comprising a set of elements includes not only those elements, but also includes elements not expressly listed. other elements of or also include elements inherent in such a process, method, article, or device. Without further limitations, an element defined by the phrase "comprising a ..." does not exclude the presence of additional identical elements in the process, method, article or apparatus comprising said element.
以上对本申请所提供的技术方案进行了详细介绍。本文中应用了具体个例对本申请的原理及实施方式进行了阐述,以上实施例的说明只是用于帮助理解本申请的方法及其核心思想。应当指出,对于本技术领域的普通技术人员来说,在不脱离本申请原理的前提下,还可以对本申请进行若干改进和修饰,这些改进和修饰也落入本申请权利要求的保护范围内。The technical solution provided by the present application has been introduced in detail above. In this paper, specific examples are used to illustrate the principles and implementation methods of the present application, and the descriptions of the above embodiments are only used to help understand the methods and core ideas of the present application. It should be pointed out that those skilled in the art can make some improvements and modifications to the application without departing from the principles of the application, and these improvements and modifications also fall within the protection scope of the claims of the application.
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CN109270972A (en) * | 2018-10-11 | 2019-01-25 | 中国船舶重工集团公司第七〇九研究所 | A kind of thermostatically-controlled equipment |
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