Fuzzy Logic based control system and Artificial Intelligence in Industrial Automation

Author:

Deepa R,Sri Rakshitha A K,Gopala Krishnan V

Abstract

Abstract Amidst the AI driven world, the Automation plays a major role in every sector. Usually the control systems in industries are manually controlled in unpredictable conditions. We are in need of a human to control a system. In this affair an AI trained machine acts as a human replica to drive it fully automated. The highly labor-intensive industries can be benefited by the use of Artificial Intelligence in the automation part, this reduces the human errors and safeguard them from risky areas. The fuzzy based PID controller is used here because it acts as Human-in-the-loop behind the whole process. This helps in tuning the PID controller to set a desired value which enhances the gains, adding to that it gives a high accuracy and brings up more flexibility in changing the rules. The result which is obtained is simulated in MATLAB with overshoot difference.

Publisher

IOP Publishing

Subject

General Medicine

Reference12 articles.

1. Nonlinear uncertain turbine governor design based on adaptive backstepping method;Li,2012

2. Adaptive digital control of a steam turbine;Morris;Proc. Institution of Electrical Engineers.,1976

3. Two-valve control of a large steam turbine;Bolek;Control Engineering Practice,2002

4. Nonlinear inversion-based output tracking control of a boiler-turbine unit;Fang;J. Control Theory and Applications,2005

5. Multi-model based IMC design for steam temperature system of thermal power plant;Wang,2009

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. Design and Implementation of a Cascade Control System for Continuous Process Based on Control Logix 5571 PLC;2022 3rd International Conference on Communication, Computing and Industry 4.0 (C2I4);2022-12-15

2. DC Motor Speed Modeling and Simulation Using Fuzzy Logic Control Method;2021 7th International Conference on Electrical, Electronics and Information Engineering (ICEEIE);2021-10-02

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