Research on PID Position Control of a Hydraulic Servo System Based on Kalman Genetic Optimization

نویسندگان

چکیده

With the wide application of hydraulic servo technology in control systems, requirement position performance is greater and greater. In order to solve problems slow response, poor precision, weak anti-interference ability controls, a Kalman genetic optimization PID controller designed. Firstly, aiming at nonlinear such as internal leakage oil compressibility system, mathematical model system established. By analyzing working characteristics valve cylinder parameters are determined. Secondly, algorithm used search optimal proportional integral differential (PID) gain realize accurate valve-controlled displacement system. Under positioning benchmark step signal sine wave signal, optimized compared simulation established by Simulink. Finally, amplitude fluctuations caused GA reduce influence external disturbances, filtering added disturbances on The results show that designed can be better applied Compared with traditional algorithm, improves system’s response speed accuracy; filter good solution for GA-optimized reduces

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

High Precision Position Control of Electro-Hydraulic Servo System Based on Feed-Forward Compensation

The study is focused on an electro-hydraulic servo system which is a position control system. It is a non-minimum phase system when it was discretized with a certain sample time. To improve its tracking performance and extend its bandwidth, based on invariance principle, feed-forward compensation is developed by pole-zero placement theory for the system. The task is accomplished by transforming...

متن کامل

System Identification and Neural Network Based Pid Control of Servo - Hydraulic Vehicle Suspension System

This paper presents the system identification and design of a neural network based Proportional, Integral and Derivative (PID) controller for a two degree of freedom (2DOF), quarter-car active suspension system. The controller design consists of a PID controller in a feedback loop and a neural network feedforward controller for the suspension travel to improve the vehicle ride comfort and handl...

متن کامل

Research of Vacuum Servo System Based on the Single Neural Adaptive Pid Control Strategy

A method constructing vacuum servo control system with a combined vacuum generator is proposed and the single neural adaptive PID control strategy is also proposed due to the inherent defects of the vacuum servo system in this paper. The influence of the system parameters to the characteristics of the vacuum servo system is analyzed and discussed. The simulation and the experiment show that the...

متن کامل

Velocity Control of Electro Hydraulic Servo System by Tracking Method

This paper proposes an efficient Tracking method for velocity control of an electro-hydraulic servo system (EHSS) in the presence of flow nonlinearities and internal friction. The tracking method controller is a kind of feedback error learning structure. In the proposed method, the Feedback Error Learning (FEL) algorithm is used to control the velocity. There is no need to compute the system ja...

متن کامل

Theoretical and Experimental Study on Hydraulic Servo Position Control System with Generalization Pulse Code Modulation Control

In this paper, the hydraulic servo position control system with generalization pulse code modulation (GPCM) control is studied. The flow rate of the GPCM control system is controlled by a series of N solenoid on-off valves which are calibrated having different flow, and are activated by N bits binary pulse codes. In traditional PCM control, the flow rates of valves are arranged increasing accor...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Actuators

سال: 2022

ISSN: ['2076-0825']

DOI: https://doi.org/10.3390/act11060162