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基于单片机与改进PID的智能电液伺服控制系统研究

  • 资源大小：3412 K
  • 上传时间： 2023-09-20
  • 上传用户：kid1423
  • 资源积分：2 下载积分
  • 标      签： 单片机 pid 智能控制系统

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为了实现对电液伺服系统进行快速、准确以及较为平稳的控制,提出了基于单片机与改进PID的智能电液伺服控制系统。通过对电液伺服系统的主要组成进行分析,并根据液压控制理论,得出了电液伺服系统中电液伺服阀等机构的数学模型。利用MSP单片机作为主控器,以接收位移传感器采集到的实时位移值,根据该值对电液伺服阀的开度进行控制。引入PID控制器,通过神经网络算法对PID控制器进行改进,设计电液伺服控制系统的控制策略,以实现电液伺服控制系统的智能化。通过Matlab/Simulink软件对所提方法进行了仿真实验,结果显示,所提方法不仅能够较为快速、准确地对电液伺服系统进行控制,而且控制过程较为平稳,具有良好的控制效果。

In order to control electro-hydraulic servo system quickly,accurately and smoothly,this paper presents an intelligent electro-hydraulic servo control system based on single chip computer and improved PID.By analyzing the main components of the electro-hydraulic servo system and according to the hydraulic control theory,the mathematical model of the electro-hydraulic servo valve and other mechanisms in the electro-hydraulic servo system is obtained.The MCU is used as the main controller to receive the real-time displacement value collected by the displacement sensor and control the opening of the electro-hydraulic servo valve according to the value.The controller is introducedand improved by the neural network algorithm to form the control strategy of the designed electro-hydraulic servo control system,so as to realize the intellectualization of the electro-hydraulic servo control system.The simulation results show that the proposed method can not only control the electro-hydraulic servo system more quickly and accurately,but also control the process more smoothly and has a better control effect.

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