A Water Tank Level Control System with Time Lag Using CGSA and Nonlinear Switch Decoration

Author:

Xu Weifeng,Zhang XiankuORCID,Wang HaozeORCID

Abstract

Tank level control has some unavoidable factors such as disturbance, non-linearity, and time lag. This paper proposes a simple and robust control scheme with nice energy-saving effects and smooth output to improve the quality of the controller and meet real-world application requirements. A linear controller is first designed using a third-order closed-loop gain-shaping algorithm. We then use an arcsine function to modify the system with non-linear switching to reduce the effect of the non-linear modification on the dynamic performance of the control system. Furthermore, we use the Nyquist stability criterion to demonstrate the stability of the closed-loop system in the presence of time lag. The results of the final simulation experiment show that the controller not only has high control quality but also has the characteristics of energy saving and smooth output under the condition of lag and pump performance constraints. These features are necessary for extending the life of the pump and enhancing the applicability of the tank level controller.

Funder

National Science Foundation of China

Dalian Innovation Team Support Plan in the Key Research Field

Fundamental Research Funds for the Central University

Publisher

MDPI AG

Subject

Artificial Intelligence,Applied Mathematics,Industrial and Manufacturing Engineering,Human-Computer Interaction,Information Systems,Control and Systems Engineering

Reference27 articles.

1. Research on PID Control of Double Tank Based on QPSO Algorithm;Li;Control. Eng. China,2021

2. Robust PID Algorithm Based on Closed-Loop Gain Shaping and Its Application in Liquid level Control;Zhang;Shipbuild. China,2000

3. Zhao, K. (2012, January 20–21). Self-adaptive Fuzzy PID Control for Three-tank Water. Proceedings of the 5th International Conference on Machine Vision (ICMV)-Algorithms, Pattern Recognition and Basic Technologies, Wuhan, China.

4. Research of liquid level control system based on fuzzy neural PID algorithm;Cheng;Electron. Meas. Technol.,2019

5. Olivas, E.L., Castillo, O., Soria, J., and Melin, P. (2013, January 16–19). A new methodology for membership function design using Ant Colony Optimization. Proceedings of the IEEE Symposium on Swarm Intelligence (SIS), Singapore.

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Application of SSA-Fuzzy-PID in Liquid Level Control Systems;2023 IEEE 11th Joint International Information Technology and Artificial Intelligence Conference (ITAIC);2023-12-08

2. Safe Optimal Control of Dynamic Systems: Learning from Experts and Safely Exploring New Policies;Mathematics;2023-10-19

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3