CN105958873A - Speed regulating system and series-wound type rotary speed controller for nine-phase brushless direct current motor of water pump - Google Patents
Speed regulating system and series-wound type rotary speed controller for nine-phase brushless direct current motor of water pump Download PDFInfo
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- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02P—CONTROL OR REGULATION OF ELECTRIC MOTORS, ELECTRIC GENERATORS OR DYNAMO-ELECTRIC CONVERTERS; CONTROLLING TRANSFORMERS, REACTORS OR CHOKE COILS
- H02P6/00—Arrangements for controlling synchronous motors or other dynamo-electric motors using electronic commutation dependent on the rotor position; Electronic commutators therefor
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- H—ELECTRICITY
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- H02P—CONTROL OR REGULATION OF ELECTRIC MOTORS, ELECTRIC GENERATORS OR DYNAMO-ELECTRIC CONVERTERS; CONTROLLING TRANSFORMERS, REACTORS OR CHOKE COILS
- H02P23/00—Arrangements or methods for the control of AC motors characterised by a control method other than vector control
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Abstract
Description
技术领域technical field
本发明涉及电机转速控制领域,特别是涉及一种水泵用九相无刷直流电机调速系统及其串联式转速控制器。The invention relates to the field of motor speed control, in particular to a nine-phase brushless DC motor speed regulating system for a water pump and a serial speed controller thereof.
背景技术Background technique
随着生产技术的迅速发展,无刷直流电机越来越多地应用到生产生活中来,而如今由于工业生产需求的不断提升,人们对无刷直流电机转速控制的控制精度提出了更高的要求。With the rapid development of production technology, brushless DC motors are more and more used in production and life. Nowadays, due to the continuous improvement of industrial production needs, people have put forward higher control accuracy for the speed control of brushless DC motors. Require.
目前,水泵用九相无刷直流电机调速系统采用的是普通PID控制器来对转速进行控制,具有结构简单、易于实现等优点。在转速控制过程中,不可避免的会产生一定的转矩脉动和一定的转速增高/降落,故需要对转矩脉动进行抑制以及对转速增高/降落进行优化,但是普通PID控制中,当调整转矩脉动变小后,转速降落会增大,而调整转速降落变小后,转矩脉动会增大,即转矩脉动与转速降落不能同时得到优化,优化效果差。At present, the nine-phase brushless DC motor speed control system for water pumps uses a common PID controller to control the speed, which has the advantages of simple structure and easy implementation. In the process of speed control, certain torque ripple and certain speed increase/decrease will inevitably occur, so it is necessary to suppress the torque ripple and optimize the speed increase/decrease, but in ordinary PID control, when adjusting the speed When the torque ripple becomes smaller, the speed drop will increase, and when the adjusted speed drop becomes smaller, the torque ripple will increase, that is, the torque ripple and the speed drop cannot be optimized at the same time, and the optimization effect is poor.
因此,如何提供一种优化效果好的水泵用九相无刷直流电机调速系统及其串联式转速控制器是本领域技术人员目前需要解决的问题。Therefore, how to provide a nine-phase brushless DC motor speed control system for water pumps with a good optimization effect and its serial speed controller is a problem that those skilled in the art need to solve at present.
发明内容Contents of the invention
本发明的目的是提供一种水泵用九相无刷直流电机的串联式转速控制器,能够较好的抑制转矩脉动,同时对转速增高/降落进行优化,优化效果好。本发明的另一目的是提供一种包括上述串联式转速控制器的水泵用九相无刷直流电机调速系统。The purpose of the present invention is to provide a series speed controller of a nine-phase brushless DC motor for a water pump, which can better suppress torque ripple and optimize the increase/decrease of the speed at the same time, and the optimization effect is good. Another object of the present invention is to provide a speed control system for a nine-phase brushless DC motor for a water pump comprising the above serial speed controller.
为解决上述技术问题,本发明提供了一种水泵用九相无刷直流电机的串联式转速控制器,包括用于对比例参数、积分参数以及微分参数进行调整的模糊PID参数整定控制器、第一乘法器、第二乘法器、第三乘法器、用于获得接近给定积分阶次的实际积分阶次,并根据所述实际积分阶次对输入信号进行变化步调调整的分数阶积分滤波器模块、用于获得接近给定微分阶次的实际微分阶次,并根据所述实际微分阶次对输入信号进行进行振荡调整的分数阶微分滤波器模块、第一加法器以及第二加法器,其中:In order to solve the above technical problems, the present invention provides a series speed controller of a nine-phase brushless DC motor for water pumps, including a fuzzy PID parameter tuning controller for adjusting proportional parameters, integral parameters and differential parameters, a first A multiplier, a second multiplier, a third multiplier, and a fractional-order integration filter for obtaining an actual integration order close to a given integration order, and adjusting the input signal according to the actual integration order A module, a fractional order differential filter module, a first adder, and a second adder for obtaining an actual differential order close to a given differential order, and adjusting the oscillation of the input signal according to the actual differential order, in:
所述第一加法器的正输入端为所述串联式转速控制器的给定转速输入端,所述第一加法器的负输入端为所述串联式转速控制器的实测转速输入端;所述第一加法器的输出端分别与所述模糊PID参数整定控制器的输入端、所述第一乘法器的第二输入端、所述第二乘法器的第二输入端以及所述第三乘法器的第二输入端相连;The positive input end of the first adder is the given speed input end of the series speed controller, and the negative input end of the first adder is the measured speed input end of the series speed controller; The output end of the first adder is respectively connected with the input end of the fuzzy PID parameter tuning controller, the second input end of the first multiplier, the second input end of the second multiplier and the third The second input terminal of the multiplier is connected;
所述模糊PID参数整定控制器的比例参数输出端与所述第一乘法器的第一输入端相连,所述模糊PID参数整定控制器的积分参数输出端与所述第二乘法器的第一输入端相连,所述模糊PID参数整定控制器的微分参数输出端与所述第三乘法器的第一输入端相连;The proportional parameter output terminal of the fuzzy PID parameter tuning controller is connected to the first input terminal of the first multiplier, and the integral parameter output terminal of the fuzzy PID parameter tuning controller is connected to the first input terminal of the second multiplier. The input terminal is connected, and the differential parameter output terminal of the fuzzy PID parameter tuning controller is connected with the first input terminal of the third multiplier;
所述第二乘法器的输出端与所述分数阶积分滤波器模块的输入端相连;The output end of the second multiplier is connected to the input end of the fractional-order integral filter module;
所述第三乘法器的输出端与所述分数阶微分滤波器模块的输入端相连;The output end of the third multiplier is connected to the input end of the fractional order differential filter module;
所述第一乘法器的输出端、所述分数阶积分滤波器模块的输出端以及所述分数阶微分滤波器模块的输出端分别与所述第二加法器的三个输入端对应相连,所述第二加法器的输出端为所述串联式转速控制器的输出端。The output terminal of the first multiplier, the output terminal of the fractional-order integral filter module and the output terminal of the fractional-order differential filter module are respectively connected to the three input terminals of the second adder correspondingly, so The output end of the second adder is the output end of the series speed controller.
优选地,还包括:Preferably, it also includes:
第一限幅模块,所述第一限幅模块的输入端与所述第二加法器的输出端相连,所述第一限幅模块的输出端为所述串联式转速控制器的输出端。A first limiting module, the input terminal of the first limiting module is connected to the output terminal of the second adder, and the output terminal of the first limiting module is the output terminal of the series speed controller.
优选地,所述分数阶积分滤波器模块包括用于使所述实际积分阶次逼近所述给定积分阶次,并按照所述实际积分阶次对输入信号进行变化步调调整的积分逼近模块以及用于对所述积分逼近模块的输出信号进行微调的积分惯性模块;Preferably, the fractional-order integral filter module includes an integral approximation module for making the actual integral order approach the given integral order, and adjusting the input signal according to the actual integral order, and An integral inertia module for fine-tuning the output signal of the integral approximation module;
所述积分逼近模块的输入端为所述分数阶积分滤波器模块的输入端,所述积分逼近模块的输出端与所述积分惯性模块的输入端相连,所述积分惯性模块的输出端为所述分数阶积分滤波器模块的输出端;The input end of the integral approximation module is the input end of the fractional order integral filter module, the output end of the integral approximation module is connected with the input end of the integral inertial module, and the output end of the integral inertial module is the The output end of the fractional order integral filter module;
所述分数阶微分滤波器模块包括用于使所述实际微分阶次逼近所述给定微分阶次,并按照所述实际微分阶次对输入信号进行振荡调整的微分逼近模块以及用于对所述微分逼近模块的输出信号进行微调的微分惯性模块;The fractional order differential filter module includes a differential approximation module for making the actual differential order approximate to the given differential order, and adjusting the oscillation of the input signal according to the actual differential order, and a differential approximation module for A differential inertia module for fine-tuning the output signal of the differential approximation module;
所述微分逼近模块的输入端为所述分数阶微分滤波器模块的输入端,所述微分逼近模块的输出端与所述微分惯性模块的输入端相连,所述微分惯性模块的输出端为所述分数阶微分滤波器模块的输出端。The input of the differential approximation module is the input of the fractional order differential filter module, the output of the differential approximation module is connected to the input of the differential inertia module, and the output of the differential inertia module is the The output terminal of the fractional order differential filter module described above.
为解决上述技术问题,本发明还提供了一种水泵用九相无刷直流电机调速系统,包括以上任一项所述的串联式转速控制器。In order to solve the above technical problems, the present invention also provides a nine-phase brushless DC motor speed control system for water pumps, including the series speed controller described in any one of the above items.
本发明提供了一种水泵用九相无刷直流电机的串联式转速控制器,采用将模糊PID串联式转速控制器与分数阶PID串联式转速控制器串联的方式,由于根据实验结果可知,模糊PID串联式转速控制器对于转矩脉动具有较好的抑制效果(比普通PID控制以及分数阶PID转速控制的抑制效果好),分数阶PID串联式转速控制器对于转速增高/降落具有较好的优化效果(比普通PID控制以及模糊PID转速控制的优化效果好),故本发明中转速偏差信号首先通过模糊PID控转速制,使转矩脉动的抑制效果达到优化值,之后再通过分数阶PID转速控制,使转速增高/降落也达到优化值,即本发明能够较好的抑制转矩脉动,同时对转速增高/降落进行优化,优化效果好。本发明还提供了一种水泵用九相无刷直流电机调速系统,具有上述有益效果,在此不再赘述。The invention provides a serial speed controller of a nine-phase brushless DC motor for a water pump, which adopts the method of connecting the fuzzy PID series speed controller and the fractional-order PID series speed controller in series. According to the experimental results, fuzzy The PID series speed controller has a better suppression effect on torque ripple (better than ordinary PID control and fractional-order PID speed control), and the fractional-order PID series speed controller has a better effect on speed increase/decrease. The optimization effect (better than the optimization effect of ordinary PID control and fuzzy PID speed control), so the speed deviation signal in the present invention is firstly controlled by fuzzy PID speed control, so that the suppression effect of torque ripple reaches the optimal value, and then passed through fractional order PID The rotational speed control makes the increase/decrease of the rotational speed also reach the optimal value, that is, the present invention can better restrain the torque ripple and optimize the increase/decrease of the rotational speed at the same time, and the optimization effect is good. The present invention also provides a nine-phase brushless DC motor speed control system for water pumps, which has the above beneficial effects and will not be repeated here.
附图说明Description of drawings
为了更清楚地说明本发明实施例中的技术方案,下面将对现有技术和实施例中所需要使用的附图作简单地介绍,显而易见地,下面描述中的附图仅仅是本发明的一些实施例,对于本领域普通技术人员来讲,在不付出创造性劳动的前提下,还可以根据这些附图获得其他的附图。In order to more clearly illustrate the technical solutions in the embodiments of the present invention, the following will briefly introduce the prior art and the accompanying drawings that need to be used in the embodiments. Obviously, the accompanying drawings in the following description are only some of the present invention. Embodiments, for those of ordinary skill in the art, other drawings can also be obtained based on these drawings without any creative effort.
图1为本发明提供的一种水泵用九相无刷直流电机的串联式转速控制器的仿真结构示意图;Fig. 1 is the emulation structure schematic diagram of the serial speed controller of a kind of water pump nine-phase brushless DC motor provided by the present invention;
图2为本发明提供的一种串联式转速控制器中的模糊PID参数整定控制器的仿真结构示意图;Fig. 2 is the simulation structure schematic diagram of the fuzzy PID parameter setting controller in a kind of serial speed controller provided by the present invention;
图3为本发明提供的一种水泵用九相无刷直流电机调速系统的仿真结构示意图。Fig. 3 is a schematic diagram of the simulation structure of a nine-phase brushless DC motor speed regulation system for water pumps provided by the present invention.
具体实施方式detailed description
本发明的核心是提供一种水泵用九相无刷直流电机的串联式转速控制器,能够较好的抑制转矩脉动,同时对转速增高/降落进行优化,优化效果好。本发明的另一目的是提供一种包括上述串联式转速控制器的水泵用九相无刷直流电机调速系统。The core of the present invention is to provide a serial speed controller of a nine-phase brushless DC motor for a water pump, which can better suppress torque ripple and optimize the increase/decrease of the speed at the same time, and the optimization effect is good. Another object of the present invention is to provide a speed control system for a nine-phase brushless DC motor for a water pump comprising the above serial speed controller.
为使本发明实施例的目的、技术方案和优点更加清楚,下面将结合本发明实施例中的附图,对本发明实施例中的技术方案进行清楚、完整地描述,显然,所描述的实施例是本发明一部分实施例,而不是全部的实施例。基于本发明中的实施例,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,都属于本发明保护的范围。In order to make the purpose, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments It is a part of embodiments of the present invention, but not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.
本发明提供了一种水泵用九相无刷直流电机的串联式转速控制器,参见图1所示,图1为本发明提供的一种水泵用九相无刷直流电机的串联式转速控制器的仿真结构示意图;其中,n-ref—给定转速、n—实测转速、Add1—第一加法器、Add2—第二加法器、fuzzy—模糊PID参数整定控制器、Product—第一乘法器、Product1—第二乘法器、Product2—第三乘法器、FKp—模糊PID参数整定控制器的比例参数输出端、FKi—模糊PID参数整定控制器的积分参数输出端、FKd—模糊PID参数整定控制器的微分参数输出端、itransfer—分数阶积分滤波器模块、dtransfer—分数阶微分滤波器模块、Ttransfer Fcn3—积分逼近模块、Ttransfer Fcn—积分惯性模块、Ttransfer Fcn4—微分逼近模块、TtransferFcn2—微分惯性模块、is—输出。The present invention provides a series speed controller of a nine-phase brushless DC motor for water pumps, as shown in Figure 1, which is a series speed controller of a nine-phase brushless DC motor for water pumps provided by the present invention Schematic diagram of the simulation structure; among them, n-ref—given speed, n—measured speed, Add1—first adder, Add2—second adder, fuzzy—fuzzy PID parameter tuning controller, Product—first multiplier, Product1—second multiplier, Product2—third multiplier, FKp—proportional parameter output terminal of fuzzy PID parameter tuning controller, FKi—integral parameter output terminal of fuzzy PID parameter tuning controller, FKd—fuzzy PID parameter tuning controller Differential parameter output terminal, itransfer—fractional order integral filter module, dtransfer—fractional order differential filter module, Ttransfer Fcn3—integral approximation module, Ttransfer Fcn—integral inertial module, Ttransfer Fcn4—differential approximation module, TtransferFcn2—differential inertial module , is—output.
该串联式转速控制器包括用于对比例参数、积分参数以及微分参数进行调整的模糊PID参数整定控制器、第一乘法器、第二乘法器、第三乘法器、用于获得接近给定积分阶次的实际积分阶次,并根据实际积分阶次对输入信号进行变化步调调整的分数阶积分滤波器模块、用于获得接近给定微分阶次的实际微分阶次,并根据实际微分阶次对输入信号进行进行振荡调整的分数阶微分滤波器模块、第一加法器以及第二加法器,其中:The serial speed controller includes a fuzzy PID parameter tuning controller for adjusting proportional parameters, integral parameters and differential parameters, a first multiplier, a second multiplier, and a third multiplier for obtaining a value close to a given integral The actual integral order of the order, and the fractional order integral filter module that adjusts the input signal according to the actual integral order, is used to obtain the actual differential order close to the given differential order, and according to the actual differential order A fractional order differential filter module, a first adder, and a second adder for performing oscillation adjustment on the input signal, wherein:
第一加法器的正输入端为串联式转速控制器的给定转速输入端,第一加法器的负输入端为串联式转速控制器的实测转速输入端;第一加法器的输出端分别与模糊PID参数整定控制器的输入端、第一乘法器的第二输入端、第二乘法器的第二输入端以及第三乘法器的第二输入端相连;The positive input end of the first adder is the given speed input end of the series speed controller, and the negative input end of the first adder is the measured speed input end of the series speed controller; the output ends of the first adder are respectively connected with The input end of the fuzzy PID parameter tuning controller, the second input end of the first multiplier, the second input end of the second multiplier and the second input end of the third multiplier are connected;
模糊PID参数整定控制器的比例参数输出端与第一乘法器的第一输入端相连,模糊PID参数整定控制器的积分参数输出端与第二乘法器的第一输入端相连,模糊PID参数整定控制器的微分参数输出端与第三乘法器的第一输入端相连;The proportional parameter output terminal of the fuzzy PID parameter tuning controller is connected with the first input terminal of the first multiplier, the integral parameter output terminal of the fuzzy PID parameter tuning controller is connected with the first input terminal of the second multiplier, and the fuzzy PID parameter tuning The differential parameter output terminal of the controller is connected with the first input terminal of the third multiplier;
第二乘法器的输出端与分数阶积分滤波器模块的输入端相连;The output end of the second multiplier is connected with the input end of the fractional order integral filter module;
第三乘法器的输出端与分数阶微分滤波器模块的输入端相连;The output end of the third multiplier is connected with the input end of the fractional order differential filter module;
第一乘法器的输出端、分数阶积分滤波器模块的输出端以及分数阶微分滤波器模块的输出端分别与第二加法器的三个输入端对应相连,第二加法器的输出端为串联式转速控制器的输出端。The output end of the first multiplier, the output end of the fractional order integral filter module and the output end of the fractional order differential filter module are respectively connected to the three input ends of the second adder correspondingly, and the output ends of the second adder are connected in series The output terminal of the speed controller.
可以理解的是,模糊PID参数整定控制器与第一乘法器、第二乘法器、第三乘法器组合在一起组成了模糊PID串联式转速控制器,第一乘法器、第二乘法器、第三乘法器与分数阶积分滤波器模块、分数阶微分滤波器模块组合在一起组成了分数阶PID串联式转速控制器,故本发明相当于模糊PID串联式转速控制器与分数阶PID串联式转速控制器串联后组成的。It can be understood that the fuzzy PID parameter tuning controller is combined with the first multiplier, the second multiplier, and the third multiplier to form a fuzzy PID serial speed controller. The first multiplier, the second multiplier, the third multiplier The three multipliers, the fractional-order integral filter module, and the fractional-order differential filter module are combined to form a fractional-order PID series speed controller, so the present invention is equivalent to a fuzzy PID series speed controller and a fractional-order PID series speed controller. Controllers are connected in series.
其中,模糊控制是以模糊集理论、模糊语言变量和模糊逻辑推理为基础的一种智能控制方法,是一种模仿人类的推理和思维模式的一种智能控制方式。该控制方式首先将获取的信号进行模糊化处理,然后将工作人员的操作经验编成模糊规则,由模糊规则对模糊后的信号进行模糊推理,然后将推理后得到的输出量输出,从而实现仿人类的智能控制。而模糊PID转速控制是将模糊控制与普通PID控制相结合,通过模糊控制来调整普通PID控制中的各个参数的大小,进而使控制结果精度更高,超调量更小。Among them, fuzzy control is an intelligent control method based on fuzzy set theory, fuzzy language variables and fuzzy logic reasoning. It is an intelligent control method that imitates human reasoning and thinking patterns. In this control method, the obtained signal is fuzzified first, and then the operating experience of the staff is compiled into fuzzy rules, and the fuzzy signal is fuzzy reasoned by the fuzzy rules, and then the output obtained after reasoning is output, so as to realize the simulation. Human intelligence control. The fuzzy PID speed control is the combination of fuzzy control and ordinary PID control, and adjusts the size of each parameter in the ordinary PID control through fuzzy control, so that the control result has higher precision and smaller overshoot.
通过实验数据可知,模糊PID转速控制对转矩脉动的抑制效果优于分数阶PID转速控制或普通PID控制,而分数阶PID转速控制对转速增高/降落的优化效果优于模糊PID转速控制或普通PID控制。故本发明中转速偏差信号首先经过模糊PID参数整定控制器,优化了转矩脉动,之后优化后的信号通过分数阶PID串联式转速控制器进一步对转速增高/降落进行优化,可见本发明能够使转矩脉动的抑制效果与转速增高/降落同时得到优化,优化效果好。According to the experimental data, the fuzzy PID speed control is better than the fractional-order PID speed control or ordinary PID control in suppressing torque ripple, and the fractional-order PID speed control is better than the fuzzy PID speed control or ordinary PID speed control in optimizing the speed increase/decrease. PID control. Therefore, in the present invention, the speed deviation signal is firstly passed through the fuzzy PID parameter setting controller to optimize the torque ripple, and then the optimized signal is further optimized for the increase/decrease of the speed through the fractional-order PID series speed controller. It can be seen that the present invention can make The suppression effect of torque ripple and the speed increase/decrease are optimized at the same time, and the optimization effect is good.
其中,这里的转速增高或转速降落分别指的是水泵用九相无刷直流电机突加负载和突减负载这两种情况时转速的变化情况。当突加负载时,转速增高,此时对转速增高进行优化指的是对转速增高过程中产生的超调量进行抑制,并减小转速的调节时间;当突减负载时,转速降落,此时对转速降落进行优化指的是对转速降落过程中产生的最大动态降落量进行抑制,并减小转速的动态恢复时间。Among them, the speed increase or speed drop here refers to the changes in the speed of the nine-phase brushless DC motor used for the water pump when the load is suddenly added and the load is suddenly reduced. When the load is suddenly increased, the speed increases. Optimizing the speed increase at this time refers to suppressing the overshoot generated during the speed increase and reducing the adjustment time of the speed; when the load is suddenly reduced, the speed drops. Optimizing the speed drop refers to suppressing the maximum dynamic drop generated during the speed drop and reducing the dynamic recovery time of the speed.
可以理解的是,比例参数、积分参数以及微分参数经过模糊PID参数整定控制器调整后输出为FKp、FKi以及FKd,分别对应为调整后的比例参数、积分参数以及微分参数,PID控制关系式如下:It can be understood that the proportional parameters, integral parameters and differential parameters are adjusted by the fuzzy PID parameter tuning controller and output as FKp, FKi and FKd, which correspond to the adjusted proportional parameters, integral parameters and differential parameters respectively. The PID control relationship is as follows :
其中,KP是比例参数,是积分参数,KPTd是微分参数,e(t)为模糊PID参数整定控制器的输入信号。且根据上述关系式可知,调整后的比例参数、积分参数以及微分参数,与输入信号微积分后所得的信号分别对应相乘后相加。where K P is the proportional parameter, is the integral parameter, K P T d is the differential parameter, e(t) is the input signal of the fuzzy PID parameter tuning controller. And according to the above relational expression, it can be seen that the adjusted proportional parameter, integral parameter and differential parameter are respectively multiplied and then added to the signal obtained by calculus of the input signal.
参见图2所示,图2为本发明提供的一种串联式转速控制器中的模糊PID参数整定控制器的仿真结构示意图;其中,e—输入、Derivative—微分模块、Gain1—放大系数乘法器、Gain2—微分放大系数乘法器、Saturation—限幅模块、Zero-Order Hold—零点保持器、Fuzzy Logic Controller—模糊逻辑控制器、constant—常量、Gain3—初始比例参数控制模块、Gain4—初始积分参数控制模块、Gain5—初始微分参数控制模块、Gain6—比例参数整定放大模块、Gain7—积分参数整定放大模块、Gain8—微分参数整定放大模块、Add—加法器。Referring to shown in Fig. 2, Fig. 2 is the emulation structure schematic diagram of the fuzzy PID parameter tuning controller in a kind of serial speed controller provided by the present invention; Wherein, e—input, Derivative—differential module, Gain1—amplification factor multiplier , Gain2—differential amplification factor multiplier, Saturation—limiting module, Zero-Order Hold—zero point holder, Fuzzy Logic Controller—fuzzy logic controller, constant—constant, Gain3—initial proportional parameter control module, Gain4—initial integral parameter Control module, Gain5—initial differential parameter control module, Gain6—proportional parameter setting amplification module, Gain7—integral parameter setting amplification module, Gain8—differential parameter setting amplification module, Add—adder.
由图2可见,模糊PID参数整定控制器的输入信号在经过Gain6~Gain8的整定后,与初始的比例参数、积分参数以及微分参数对应相加,相当于调整了比例参数、积分参数以及微分参数的大小。其中,限幅模块的限幅范围可以为[-3V,+3V],当然,本发明对此不作特别限定,本发明也不限定Gain1~Gain8内的量化因子的数值大小,工作人员可根据实际情况自行决定。It can be seen from Figure 2 that the input signal of the fuzzy PID parameter tuning controller is added correspondingly to the initial proportional parameter, integral parameter and differential parameter after Gain6~Gain8 are tuned, which is equivalent to adjusting the proportional parameter, integral parameter and differential parameter the size of. Wherein, the limiting range of the limiting module can be [-3V, +3V], of course, the present invention does not specifically limit this, and the present invention does not limit the numerical value of the quantization factor in Gain1~Gain8, the staff can according to actual Circumstances decide for themselves.
作为优选地,该串联式转速控制器还包括:Preferably, the serial speed controller also includes:
第一限幅模块,第一限幅模块的输入端与第二加法器的输出端相连,第一限幅模块的输出端为串联式转速控制器的输出端。The first limiting module, the input terminal of the first limiting module is connected with the output terminal of the second adder, and the output terminal of the first limiting module is the output terminal of the serial speed controller.
可以理解的是,该模块能够对电路内的电流进行幅度调制,避免电流过大烧坏水泵用九相无刷直流电机,也避免电流幅度过小时导致水泵用九相无刷直流电机的带负载能力弱、启动速度慢。这里的限幅范围可以为[-100V,+100V],当然,本发明不限定第一限幅模块的幅值限定范围,工作人员可根据实际情况自行决定。It is understandable that the module can modulate the amplitude of the current in the circuit to avoid burning out the nine-phase brushless DC motor for water pumps when the current is too large, and also avoid the load of the nine-phase brushless DC motor for water pumps caused by too small current amplitude. Weak ability and slow start-up speed. The limiting range here can be [-100V, +100V]. Of course, the present invention does not limit the limiting range of the amplitude of the first limiting module, and the staff can decide by themselves according to the actual situation.
进一步可知,分数阶积分滤波器模块包括用于使实际积分阶次逼近给定积分阶次,并按照实际积分阶次对输入信号进行变化步调调整的积分逼近模块以及用于对积分逼近模块的输出信号进行微调的积分惯性模块;It can be further known that the fractional-order integral filter module includes an integral approximation module for making the actual integral order approach a given integral order, and adjusting the input signal according to the actual integral order, and an integral approximation module for adjusting the output of the integral approximation module Integral inertia module for fine-tuning the signal;
积分逼近模块的输入端为分数阶积分滤波器模块的输入端,积分逼近模块的输出端与积分惯性模块的输入端相连,积分惯性模块的输出端为分数阶积分滤波器模块的输出端;The input end of the integral approximation module is the input end of the fractional order integral filter module, the output end of the integral approximation module is connected with the input end of the integral inertial module, and the output end of the integral inertial module is the output end of the fractional order integral filter module;
分数阶微分滤波器模块包括用于使实际微分阶次逼近给定微分阶次,并按照实际微分阶次对输入信号进行振荡调整的微分逼近模块以及用于对微分逼近模块的输出信号进行微调的微分惯性模块;The fractional order differential filter module includes a differential approximation module for making the actual differential order approach a given differential order, and adjusting the input signal according to the actual differential order, and a differential approximation module for fine-tuning the output signal of the differential approximation module Differential inertia module;
微分逼近模块的输入端为分数阶微分滤波器模块的输入端,微分逼近模块的输出端与微分惯性模块的输入端相连,微分惯性模块的输出端为分数阶微分滤波器模块的输出端。The input end of the differential approximation module is the input end of the fractional order differential filter module, the output end of the differential approximation module is connected with the input end of the differential inertial module, and the output end of the differential inertial module is the output end of the fractional order differential filter module.
其中,分数阶积分滤波器模块以及分数阶微分滤波器模块的滤波器阶次可以设置为7阶,当然,本发明对此不作限定,工作人员可根据实际情况设置以上两个模块的滤波器阶次。Wherein, the filter orders of the fractional-order integral filter module and the fractional-order differential filter module can be set to 7 orders, of course, the present invention does not limit this, and the staff can set the filter orders of the above two modules according to the actual situation Second-rate.
另外,本发明中给定积分阶次的范围为-0.9~-1。例如,可以设置给定积分阶次为-0.985,此时,分数阶积分滤波器会使实际积分阶次逼近-0.985。In addition, the range of the given integration order in the present invention is -0.9~-1. For example, you can set the given integration order to -0.985, at this time, the fractional order integration filter will make the actual integration order approach -0.985.
可以理解的是,通过实验可以得出给定积分阶次的有效范围为-0.66~-1.1,只有在该范围内才能保证串联式转速控制器的正常控制;进一步的,为了保证该串联式转速控制器的控制精度高,需要使给定积分阶次在-0.9~-1的范围内。其中,给定积分阶次可以根据实际情况选择上述范围内的任意数值,本发明对此不作限定。另外,工作人员可根据试验得出给定积分阶次的范围,本发明对此也不作限定。It can be understood that the effective range of a given integral order is -0.66~-1.1 through experiments, and only within this range can the normal control of the series speed controller be guaranteed; further, in order to ensure the series speed The control accuracy of the controller is high, and the given integral order needs to be within the range of -0.9 to -1. Wherein, for a given integration order, any value within the above range may be selected according to actual conditions, which is not limited in the present invention. In addition, workers can obtain the range of a given integration order according to experiments, which is not limited in the present invention.
本发明中给定微分阶次可以设置为0.985,给定微分阶次的大小取给定积分阶次的大小的绝对值。当然,工作人员可根据实验情况得到合适的给定微分阶次的范围,并从该范围内选定合适的给定微分阶次,本发明对此不作限定。In the present invention, the given differential order can be set to 0.985, and the size of the given differential order takes the absolute value of the given integral order. Of course, workers can obtain a suitable given differential order range according to experimental conditions, and select a suitable given differential order from within the range, which is not limited in the present invention.
本发明提供了一种水泵用九相无刷直流电机的串联式转速控制器,采用将模糊PID串联式转速控制器与分数阶PID串联式转速控制器串联的方式,由于根据实验结果可知,模糊PID串联式转速控制器对于转矩脉动具有较好的抑制效果(比普通PID控制以及分数阶PID转速控制的抑制效果好),分数阶PID串联式转速控制器对于转速增高/降落具有较好的优化效果(比普通PID控制以及模糊PID转速控制的优化效果好),故本发明中转速偏差信号首先通过模糊PID控转速制,使转矩脉动的抑制效果达到优化值,之后再通过分数阶PID转速控制,使转速增高/降落也达到优化值,即本发明能够较好的抑制转矩脉动,同时对转速增高/降落进行优化,优化效果好。The invention provides a serial speed controller of a nine-phase brushless DC motor for a water pump, which adopts the method of connecting the fuzzy PID series speed controller and the fractional-order PID series speed controller in series. According to the experimental results, fuzzy The PID series speed controller has a better suppression effect on torque ripple (better than ordinary PID control and fractional-order PID speed control), and the fractional-order PID series speed controller has a better effect on speed increase/decrease. The optimization effect (better than the optimization effect of ordinary PID control and fuzzy PID speed control), so the speed deviation signal in the present invention is firstly controlled by fuzzy PID speed control, so that the suppression effect of torque ripple reaches the optimal value, and then passed through fractional order PID The rotational speed control makes the increase/decrease of the rotational speed also reach the optimal value, that is, the present invention can better restrain the torque ripple and optimize the increase/decrease of the rotational speed at the same time, and the optimization effect is good.
本发明还提供了一种水泵用九相无刷直流电机调速系统,包括上述串联式转速控制器。参见图3所示,图3为本发明提供的一种水泵用九相无刷直流电机调速系统的仿真结构示意图;其中:The present invention also provides a nine-phase brushless DC motor speed control system for water pumps, including the above-mentioned serial speed controller. Referring to shown in Fig. 3, Fig. 3 is the simulation structure schematic diagram of a kind of water pump nine-phase brushless DC motor speed regulation system provided by the present invention; Wherein:
speed-pi,speed-pi1,speed-pi2—串联式转速控制器、Reference Current,Reference Current1,Reference Current2—参考电流模块、Current Controller,Current Controller1,Current Controller2—电流滞环控制模块、IGBT inverter,IGBT inverter1,IGBT inverter2—逆变器模块、dianjizhuti—电机主体模块。speed-pi, speed-pi1, speed-pi2—series speed controller, Reference Current, Reference Current1, Reference Current2—reference current module, Current Controller, Current Controller1, Current Controller2—current hysteresis control module, IGBT inverter, IGBT inverter1, IGBT inverter2—inverter module, dianjizhuti—motor main module.
本说明书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 this specification is described in a progressive manner, each embodiment focuses on the difference from other embodiments, and the same and similar parts of each embodiment 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.
还需要说明的是,在本说明书中,诸如第一和第二等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操作区分开来,而不一定要求或者暗示这些实体或操作之间存在任何这种实际的关系或者顺序。而且,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 specification, 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 that these entities or operations There is no such actual relationship or order between the 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.
对所公开的实施例的上述说明,使本领域专业技术人员能够实现或使用本发明。对这些实施例的多种修改对本领域的专业技术人员来说将是显而易见的,本文中所定义的一般原理可以在不脱离本发明的精神或范围的情况下,在其他实施例中实现。因此,本发明将不会被限制于本文所示的这些实施例,而是要符合与本文所公开的原理和新颖特点相一致的最宽的范围。The above description of the disclosed embodiments is provided to enable any person skilled in the art to make or use the invention. Various modifications to these embodiments will be readily apparent to those skilled in the art, and the general principles defined herein may be implemented in other embodiments without departing from the spirit or scope of the invention. Therefore, the present invention will not be limited to the embodiments shown herein, but is to be accorded the widest scope consistent with the principles and novel features disclosed herein.
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Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP2008141923A (en) * | 2006-12-05 | 2008-06-19 | Nifco Inc | Motor drive control device, power assist device, and responsive feedback control method |
CN103888044A (en) * | 2014-02-25 | 2014-06-25 | 江苏大学 | Parameter self-tuning method for fuzzy PID controller |
-
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Patent Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP2008141923A (en) * | 2006-12-05 | 2008-06-19 | Nifco Inc | Motor drive control device, power assist device, and responsive feedback control method |
CN103888044A (en) * | 2014-02-25 | 2014-06-25 | 江苏大学 | Parameter self-tuning method for fuzzy PID controller |
Non-Patent Citations (3)
Title |
---|
梁涛年等: "分数阶系统模糊自适应分数阶PIλDμ控制器", 《北京工业大学学报》 * |
罗佑新: "新型分数阶PID控制器及其仿真研究", 《哈尔滨工业大学学报》 * |
蒋海波等: "无刷直流电机模糊控制系统的建模与仿真", 《西安交通大学学报》 * |
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