CN204347631U - Based on the tank level control system of fuzzy - Google Patents
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Abstract
本实用新型公开了一种基于模糊PID的液位控制系统,包括模糊PID控制器、液位设定器、D/A转换电路、水泵、对水泵进行驱动的驱动电路、对液位进行检测的液位传感器、A/D转换电路;液位设定器的输出端接入模糊PID控制器的预设信号输入端,模糊PID控制器、D/A转换电路、驱动电路、水泵依次顺序连接,液位传感器用于采集水泵的液位,液位传感器的输出端连接A/D转换电路,A/D转换电路的输出端接入模糊PID控制器的实测信号输入端。本实用新型构成闭环系统,既保留了传统PID的优点,又结合了模糊控制的优点,达到更高的精度和稳定性。适用于需要测量精度较高的环境,且测量方便,可以从LED显示器得到实时数据。
The utility model discloses a liquid level control system based on fuzzy PID, which comprises a fuzzy PID controller, a liquid level setter, a D/A conversion circuit, a water pump, a driving circuit for driving the water pump, and a device for detecting the liquid level. Liquid level sensor, A/D conversion circuit; the output end of the liquid level setter is connected to the preset signal input end of the fuzzy PID controller, and the fuzzy PID controller, D/A conversion circuit, drive circuit, and water pump are connected in sequence, The liquid level sensor is used to collect the liquid level of the water pump, the output end of the liquid level sensor is connected to the A/D conversion circuit, and the output end of the A/D conversion circuit is connected to the measured signal input end of the fuzzy PID controller. The utility model constitutes a closed-loop system, which not only retains the advantages of traditional PID, but also combines the advantages of fuzzy control to achieve higher precision and stability. It is suitable for environments that require high measurement accuracy, and the measurement is convenient, and real-time data can be obtained from the LED display.
Description
技术领域 technical field
本实用新型涉及液位控制领域,尤其涉及一种基于模糊PID的液位控制系统。 The utility model relates to the field of liquid level control, in particular to a liquid level control system based on fuzzy PID.
背景技术 Background technique
水泵一般不能直接精确实现液位的控制,现在常用的方法是采用PID控制器来控制水压变化,但PID控制器要求设计精确的数学模型,并且由于供水系统管道长、管径大,管网的充压都较慢,故现有技术的水泵液位控制系统系统是一个大滞后系统,对于时变、非线性等复杂系统的处理十分困难。 Generally, water pumps cannot directly and accurately control the liquid level. The common method now is to use a PID controller to control the water pressure change, but the PID controller requires the design of an accurate mathematical model. The charging of the pressure is relatively slow, so the water pump liquid level control system in the prior art is a large lagging system, and it is very difficult to deal with complex systems such as time-varying and nonlinear systems.
实用新型内容 Utility model content
本实用新型目的在于克服现有技术中存在的不足,本实用新型提供一种基于模糊PID的液位控制系统,在保留传统PID控制的优点的同时,结合模糊控制的优点,对液位进行实时控制,达到更高的精度和稳定性。 The purpose of the utility model is to overcome the deficiencies in the prior art. The utility model provides a liquid level control system based on fuzzy PID. While retaining the advantages of traditional PID control, combined with the advantages of fuzzy control, the liquid level can be controlled in real time. control to achieve higher precision and stability.
本实用新型的目的及解决其技术问题是采用以下技术方案来实现的。 The purpose of this utility model and its technical solution are to adopt the following technical solutions to achieve.
基于模糊PID的液位控制系统,包括模糊PID控制器、液位设定器、D/A转换电路、水泵、对水泵进行驱动的驱动电路、对液位进行检测的液位传感器、A/D转换电路。 Fuzzy PID-based liquid level control system, including fuzzy PID controller, liquid level setter, D/A conversion circuit, water pump, driving circuit for driving the water pump, liquid level sensor for detecting liquid level, A/D conversion circuit.
液位设定器的输出端接入模糊PID控制器的预设信号输入端,模糊PID控制器、D/A转换电路、驱动电路、水泵依次顺序连接,液位传感器设置在水泵内,用于采集水泵的液位,液位传感器的输出端连接A/D转换电路,A/D转换电路的输出端接入模糊PID控制器的实测信号输入端。 The output end of the liquid level setter is connected to the preset signal input end of the fuzzy PID controller, the fuzzy PID controller, the D/A conversion circuit, the drive circuit, and the water pump are connected in sequence, and the liquid level sensor is set in the water pump for The liquid level of the water pump is collected, the output end of the liquid level sensor is connected to the A/D conversion circuit, and the output end of the A/D conversion circuit is connected to the actual measurement signal input end of the fuzzy PID controller.
液位传感器实时采集水泵的液位,液位传感器的输出端通过A/D转换电路处理成为数字量液位高度后接入模糊PID控制器的实测信号输入端; The liquid level sensor collects the liquid level of the water pump in real time, and the output end of the liquid level sensor is processed by the A/D conversion circuit into a digital liquid level height, and then connected to the actual measurement signal input end of the fuzzy PID controller;
模糊PID控制器将数字量液位高度与设定液位高度之间的差值作为模糊PID控制器的输入量,由模糊PID控制器进行比例、微分及积分算法后,输出控制信号,控制信号输出端通过D/A转换电路接入驱动电路对水泵进行液位控制。 The fuzzy PID controller takes the difference between the digital liquid level height and the set liquid level height as the input quantity of the fuzzy PID controller. After the fuzzy PID controller performs proportional, differential and integral algorithms, it outputs the control signal. The output end is connected to the drive circuit through the D/A conversion circuit to control the liquid level of the water pump.
使用时,首先通过液位设定器向模糊PID控制器提供液位高度的预设值;再通过液位传感器测量出实际液位高度信号,经A/D转换电路处理后提供给模糊PID控制器;由于液位高度的预设值和实测值之间存在差值,通过模糊PID控制器对获得的信号进行比例、微分及积分算法后,即可得到对水泵的控制信号;最后模糊PID控制器将得到的控制信号经D/A转换电路提供给驱动电路,驱动水泵,达到对液位的控制;本实用新型基于模糊PID的液位控制系统为一个闭环系统,具有在线参数自整定能力。值得指出,本实用新型模糊PID控制器的控制过程使用的模糊PID控制算法为现有技术的比例、微分及积分算法,本实用新型保护基于模糊PID的液位控制系统的组件及组件之间的连接结构。 When in use, first provide the preset value of the liquid level height to the fuzzy PID controller through the liquid level setter; then measure the actual liquid level height signal through the liquid level sensor, and provide it to the fuzzy PID controller after being processed by the A/D conversion circuit Due to the difference between the preset value and the measured value of the liquid level height, the control signal for the water pump can be obtained after the fuzzy PID controller performs proportional, differential and integral algorithms on the obtained signal; finally, the fuzzy PID control The controller provides the obtained control signal to the driving circuit through the D/A conversion circuit to drive the water pump to control the liquid level; the liquid level control system based on fuzzy PID in the utility model is a closed-loop system with online parameter self-tuning ability. It is worth pointing out that the fuzzy PID control algorithm used in the control process of the fuzzy PID controller of the present invention is the proportional, differential and integral algorithm of the prior art. connection structure.
模糊PID控制器以单片机或者DSP为基件进行设计,能够根据不同测量精度的要求选择不同的单片机或者DSP;由于DSP具有测量控制精度高、成本低、体积小、功耗低等优点,因而可以制成单机,广泛应用于化工、农田等行业对液位进行精确控制。 The fuzzy PID controller is designed with single-chip microcomputer or DSP as the base, and can choose different single-chip microcomputer or DSP according to the requirements of different measurement accuracy; because DSP has the advantages of high measurement control precision, low cost, small size, and low power consumption, it can Made into a stand-alone machine, it is widely used in chemical industry, farmland and other industries to precisely control the liquid level.
液位设定器包括键盘,通过键盘输入设定液位高度,并将设定液位高度传输给模糊PID控制器,键盘输入是传统并且常用的输入工具,其价格低廉、使用方便。 The liquid level setter includes a keyboard. The liquid level is set through the keyboard input, and the set liquid level is transmitted to the fuzzy PID controller. The keyboard input is a traditional and commonly used input tool, which is cheap and easy to use.
D/A转换电路和A/D转换电路按照实际测量精度要求来选择不同的分辨率,并选择D/A转换电路和A/D转换电路的工作频率。 The D/A conversion circuit and the A/D conversion circuit select different resolutions according to the actual measurement accuracy requirements, and select the operating frequency of the D/A conversion circuit and the A/D conversion circuit.
较优地,液位传感器为测量液位的压力传感器,包括隔离型扩散硅敏感元件或者陶瓷电容压力敏感传感器。所液位传感器测得的信号经A/D转换电路处理后变成数字量送入单片机或DSP。 Preferably, the liquid level sensor is a pressure sensor for measuring liquid level, including an isolated diffused silicon sensitive element or a ceramic capacitor pressure sensitive sensor. The signal measured by the liquid level sensor is processed by the A/D conversion circuit and then converted into a digital quantity and sent to a single-chip microcomputer or DSP.
较优地,本实用新型还包括LED显示器,所述模糊PID控制器的信号显示输出端连接有LED显示器,所述的LED显示器用于显示液位设定器设定的液位高度和实际测量的数字量液位高度。通过LED显示器可以直观地为用户提供检测数据,便于用户对系统进行分析和监测。 Preferably, the utility model also includes an LED display, the signal display output of the fuzzy PID controller is connected to an LED display, and the LED display is used to display the liquid level height set by the liquid level setter and the actual measurement The digital liquid level height. The detection data can be intuitively provided to the user through the LED display, which is convenient for the user to analyze and monitor the system.
本实用新型与现有技术相比,优点在于: Compared with the prior art, the utility model has the advantages that:
本实用新型提供的基于模糊PID的液位控制系统,构成闭环系统,既保留了传统PID 的优点,又结合了模糊控制的优点,先通过键盘设定液位高度,通过液位传感器实时检测液位高度,再通过模糊PID控制器实现液位的实时调节控制,达到与设定液位高度一致,对液位进行实时控制,达到更高的精度和稳定性。适用于需要测量精度较高的环境,且测量方便,可以从LED显示器得到实时数据。 The liquid level control system based on fuzzy PID provided by the utility model constitutes a closed-loop system, which not only retains the advantages of traditional PID, but also combines the advantages of fuzzy control. Level height, and then through the fuzzy PID controller to realize the real-time adjustment and control of the liquid level, to achieve the same height as the set liquid level, and to control the liquid level in real time to achieve higher accuracy and stability. It is suitable for environments that require high measurement accuracy, and the measurement is convenient, and real-time data can be obtained from the LED display.
附图说明 Description of drawings
图1为本实用新型提供的基于模糊PID的液位控制系统的基本结构示意图; Fig. 1 is the basic structural representation of the liquid level control system based on fuzzy PID that the utility model provides;
图2为本实用新型提供的基于模糊PID的液位控制系统的具体实施结构示意图。 Fig. 2 is a schematic structural diagram of the specific implementation of the fuzzy PID-based liquid level control system provided by the present invention.
具体实施方式 detailed description
下面结合附图对本实用新型作更进一步的说明。 Below in conjunction with accompanying drawing, the utility model is described further.
下面结合附图对本实用新型作进一步描述。以下实施例仅用于更加清楚地说明本实用新型的技术方案,而不能以此来限制本实用新型的保护范围。 Below in conjunction with accompanying drawing, the utility model is further described. The following examples are only used to illustrate the technical solution of the utility model more clearly, but not to limit the protection scope of the utility model.
如图1 所示,基于模糊PID的液位控制系统,包括模糊PID控制器、液位设定器、D/A转换电路、水泵、对水泵进行驱动的驱动电路、对液位进行检测的液位传感器、A/D转换电路。 As shown in Figure 1, the liquid level control system based on fuzzy PID includes a fuzzy PID controller, a liquid level setter, a D/A conversion circuit, a water pump, a driving circuit for driving the water pump, and a liquid level detector for detecting the liquid level. Bit sensor, A/D conversion circuit.
液位设定器的输出端接入模糊PID控制器的预设信号输入端,模糊PID控制器、D/A转换电路、驱动电路、水泵依次顺序连接,液位传感器用于采集水泵的液位,液位传感器的输出端连接A/D转换电路,A/D转换电路的输出端接入模糊PID控制器的实测信号输入端。 The output end of the liquid level setter is connected to the preset signal input end of the fuzzy PID controller, and the fuzzy PID controller, D/A conversion circuit, drive circuit, and water pump are connected in sequence, and the liquid level sensor is used to collect the liquid level of the water pump , the output end of the liquid level sensor is connected to the A/D conversion circuit, and the output end of the A/D conversion circuit is connected to the measured signal input end of the fuzzy PID controller.
液位传感器实时采集水泵的液位,液位传感器的输出端通过A/D转换电路处理成为数字量液位高度后接入模糊PID控制器的实测信号输入端; The liquid level sensor collects the liquid level of the water pump in real time, and the output end of the liquid level sensor is processed by the A/D conversion circuit into a digital liquid level height, and then connected to the actual measurement signal input end of the fuzzy PID controller;
模糊PID控制器将数字量液位高度与设定液位高度之间的差值作为模糊PID控制器的输入量,由模糊PID控制器进行比例、微分及积分算法后,输出控制信号,控制信号输出端通过D/A转换电路接入驱动电路对水泵进行液位控制。 The fuzzy PID controller takes the difference between the digital liquid level height and the set liquid level height as the input quantity of the fuzzy PID controller. After the fuzzy PID controller performs proportional, differential and integral algorithms, it outputs the control signal. The output end is connected to the drive circuit through the D/A conversion circuit to control the liquid level of the water pump.
图1中,本实用新型基于模糊PID的液位控制系统的模块结构图中,液位传感器检测出实际液位高度,经 A/D转换电路处理后送入模糊PID控制器接口。由键盘敲入设定液位高度,此值与经 A/D转换电路转换过的液位高度信号存在一定的差值,由模糊PID控制器进行比例、微分及积分算法后,其输出信号通过D/A转换电路和驱动电路对水泵进行液位控制。键盘输入的液位高度及控制过程中检测的实际液位高度可以实时地由LED显示器显示出来。 In Fig. 1, the module structure diagram of the liquid level control system based on the fuzzy PID of the present invention, the liquid level sensor detects the actual liquid level height, after being processed by the A/D conversion circuit, it is sent to the interface of the fuzzy PID controller. The liquid level height is set by typing in the keyboard. There is a certain difference between this value and the liquid level height signal converted by the A/D conversion circuit. After the proportional, differential and integral algorithms are performed by the fuzzy PID controller, the output signal passes through The D/A conversion circuit and the drive circuit control the liquid level of the water pump. The liquid level entered by the keyboard and the actual liquid level detected during the control process can be displayed on the LED display in real time.
如图2 为本实用新型的另一优选实施方式,图2 中的液位传感器和A/D转换电路构成实施方式中的液位高度信号采集,经滤波、放大、采样和A/D 转换后送入单片机或DSP,与给定电压信号进行比较和计算偏差。单片机或DSP 完成了模糊PID控制器的功能,同时其输出信号通过D/A 转化电路和驱动电路对水泵进行液位控制,从而完成液位的动态调整。整个系统构成了一个闭环系统,从而本实用新型基于模糊PID的液位控制系统具有较好的在线参数自整定的能力,具有较好的抗干扰性,可获得较好的动态特性,还具有较强的自适应能力。 Fig. 2 is another preferred embodiment of the present utility model, and the liquid level sensor in Fig. 2 and A/D conversion circuit constitute the liquid level height signal acquisition in the embodiment, after filtering, amplifying, sampling and A/D conversion Send it to a single-chip microcomputer or DSP, compare it with a given voltage signal and calculate the deviation. The single-chip microcomputer or DSP completes the function of the fuzzy PID controller, and its output signal controls the liquid level of the water pump through the D/A conversion circuit and the driving circuit, thereby completing the dynamic adjustment of the liquid level. The whole system constitutes a closed-loop system, so the liquid level control system based on fuzzy PID of the utility model has better online parameter self-tuning ability, better anti-interference performance, better dynamic characteristics, and better Strong adaptive ability.
D/A转换电路、A/D转换电路按照实际测量精度要求来选择不同的分辨率,同时选择D/A 和A/D转换电路的工作频率,为提高精度可选择尽可能高的工作频率。 The D/A conversion circuit and the A/D conversion circuit select different resolutions according to the actual measurement accuracy requirements, and select the operating frequency of the D/A and A/D conversion circuits at the same time. In order to improve the accuracy, the highest possible operating frequency can be selected.
液位传感器是一种测量液位的压力传感器,包括隔离型扩散硅敏感元件或陶瓷电容压力敏感传感器。所测得的信号经A/D转换电路处理后变成数字量送入单片机或DSP。 The liquid level sensor is a pressure sensor for measuring liquid level, including isolated diffused silicon sensitive elements or ceramic capacitance pressure sensitive sensors. After the measured signal is processed by the A/D conversion circuit, it becomes digital and sent to the microcontroller or DSP.
单片机或DSP外接存储器来储存断电后仍需保存的代码和数据,可作为数据交换单元,同时存储器接一掉电保护电路,解决实时参数掉电后长时间保存的难题;同时单片机或DSP 通过串行口RS232 与上位机相连接,串行口RS232 可实现单片机或DSP 与上位机之间采集到的数据通信,加强对数据的存储和分析处理。 Single-chip or DSP external memory to store codes and data that still needs to be saved after power failure can be used as a data exchange unit, and the memory is connected to a power-down protection circuit to solve the problem of long-term storage of real-time parameters after power-off; at the same time, single-chip or DSP through The serial port RS232 is connected with the upper computer, and the serial port RS232 can realize the data communication collected between the single-chip microcomputer or DSP and the upper computer, and strengthen the storage, analysis and processing of data.
本实施例中,模糊PID控制器主要涉及3 个PID 参数Kp(比例系数)、Ki(积分系数) 和Kd(微分系数),通过模糊控制规则和模糊推理确定模糊推理规则表,再通过模糊推理规则表设置模糊PID控制器中的这3 个控制参数。模糊控制规则和模糊推理均为模糊控制领域的成熟技术。 In this embodiment, the fuzzy PID controller mainly involves three PID parameters Kp (proportional coefficient), Ki (integral coefficient) and Kd (differential coefficient), determine the fuzzy inference rule table through fuzzy control rules and fuzzy reasoning, and then through fuzzy reasoning The rule table sets these 3 control parameters in the fuzzy PID controller. Both fuzzy control rules and fuzzy reasoning are mature technologies in the field of fuzzy control.
一般在调试过程中增大开环比例系数Kp,会加快系统的响应速度,在有静差的情况下还有利于减小静差,但是过大的比例系数又会增大系统超调,甚至产生振荡,使系统不稳定;因此在现场实验整定法时,需实行先比例、后积分、再微分的反复调整。积分时间和比例时间成反比,积分系数越大,即积分时间越短,导致超调过大。微分系数和微分时间成正比,微分系数过大,即微分时间过大,导致系统不稳定。 Generally, increasing the open-loop proportional coefficient Kp during the debugging process will speed up the response speed of the system, and it will also help reduce the static error when there is a static error, but an excessively large proportional coefficient will increase the system overshoot, or even Oscillation occurs, making the system unstable; therefore, in the field experiment setting method, it is necessary to implement repeated adjustments of proportion first, then integral, and then differential. The integral time is inversely proportional to the proportional time, the larger the integral coefficient is, the shorter the integral time will be, resulting in excessive overshoot. The differential coefficient is directly proportional to the differential time, and if the differential coefficient is too large, that is, the differential time is too large, resulting in system instability.
以上仅是本实用新型的优选实施方式,应当指出:对于本技术领域的普通技术人员来说,在不脱离本实用新型原理的前提下,还可以做出若干改进和润饰,这些改进和润饰也应视为本实用新型的保护范围。 The above are only preferred embodiments of the present utility model, and it should be pointed out that for those of ordinary skill in the art, without departing from the principle of the present utility model, some improvements and modifications can also be made. It should be regarded as the protection scope of the present utility model.
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CN105204533A (en) * | 2015-10-09 | 2015-12-30 | 佛山科学技术学院 | Liquid level control method |
CN106205344A (en) * | 2016-07-04 | 2016-12-07 | 吉林大学 | Four hold high water tank Control release system |
CN106647832A (en) * | 2016-12-29 | 2017-05-10 | 西安理工大学 | CompactLogix-based fuzzy self-tuning PID liquid level control method |
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CN105204533A (en) * | 2015-10-09 | 2015-12-30 | 佛山科学技术学院 | Liquid level control method |
CN106205344A (en) * | 2016-07-04 | 2016-12-07 | 吉林大学 | Four hold high water tank Control release system |
CN106647832A (en) * | 2016-12-29 | 2017-05-10 | 西安理工大学 | CompactLogix-based fuzzy self-tuning PID liquid level control method |
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