Implementation of AI Techniques for Tuning of Controller Parameters in a Nonlinear System

Author:

B. Hemamalini1,P. Lakshmi1,S. Navabharathi1

Affiliation:

1. CEG, Anna University, Chennai, India

Abstract

The advancement of an optimization technique to regulate the liquid level in a nonlinear system is the main topic of this chapter. There are numerous optimization methods available that are utilised to effectively adjust the controller's parameters. According to the literature, the recently developed crow search optimization (CSO) technique finds the best answer to a variety of optimization issues in control engineering. The Ziegler Nichols (ZN) approach, particle swarm optimization (PSO), and crow search optimization (CSO) techniques are used to adjust the PI controller parameters in this. By generating servo and regulatory disturbances in both simulation and real-time study, the reliability of the controllers is confirmed. The suggested CSO based PI controller for the non-linear system is validated by the real-time results.

Publisher

IGI Global

Reference12 articles.

1. Mathematical Modelling and Simulation of Non-Linear PID Controller for Spherical Tank Level Control in Oil and Gas Industry.;S.Booblan;International Journal of Innovative Technology and Exploring Engineering,2019

2. Research on variable area hybrid system using optimized Fractional Order Control and Passivity-Based Control

3. Design and Implementation of GSO Based PI Controller for Non Linear Spherical Tank System.;T.Geetha;Turkish Journal of Computer and Mathematics Education,2021

4. Fractional Order PI Controller for Nonlinear Processes using Binomial Theorem Approximation.;T.Gowtham;International Journal of Recent Technology and Engineering,2019

5. An improved crow search algorithm with multi strategy disturbance

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