Improving the Performance of a Small-Scale CHP Plant using Fuzzy Sliding Mode Controller

Khatere Dakhili, A. Y. Koma, A. Esmaeilzadeh
{"title":"Improving the Performance of a Small-Scale CHP Plant using Fuzzy Sliding Mode Controller","authors":"Khatere Dakhili, A. Y. Koma, A. Esmaeilzadeh","doi":"10.1109/ICRoM48714.2019.9071912","DOIUrl":null,"url":null,"abstract":"In order to cope with the problem of increasing fuel consumption and the greenhouse effect, efficient energy systems such as Combined Heat and Power (CHP) plants have been widely studied and used over past years. The strongly nonlinear behavior of the components of a CHP plant has led to the development of advanced controllers to ensure their safe and reliable operation. In this study, the Thermodynamic model of a small-scale CHP plant based on a recuperated micro gas turbine (MGT) was developed and governing equations of the system were obtained. Then, the system components were simulated by means of MATLAB Simulink. The aim of the paper is to design a Fuzzy - Sliding Mode (FSM) controller to control the speed of the turbine - compressor shaft and the turbine exhaust temperature simultaneously. The performance of the FSM controller was compared with the performance of a PID controller optimized using genetic algorithm (GA-PID) with two different input electrical load commands. The results show that the fuzzy - sliding mode controller improves the settling time in the shaft speed configuration at the desired value and maintains the exhaust gas temperature below the temperature limit.","PeriodicalId":191113,"journal":{"name":"2019 7th International Conference on Robotics and Mechatronics (ICRoM)","volume":"29 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 7th International Conference on Robotics and Mechatronics (ICRoM)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICRoM48714.2019.9071912","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

Abstract

In order to cope with the problem of increasing fuel consumption and the greenhouse effect, efficient energy systems such as Combined Heat and Power (CHP) plants have been widely studied and used over past years. The strongly nonlinear behavior of the components of a CHP plant has led to the development of advanced controllers to ensure their safe and reliable operation. In this study, the Thermodynamic model of a small-scale CHP plant based on a recuperated micro gas turbine (MGT) was developed and governing equations of the system were obtained. Then, the system components were simulated by means of MATLAB Simulink. The aim of the paper is to design a Fuzzy - Sliding Mode (FSM) controller to control the speed of the turbine - compressor shaft and the turbine exhaust temperature simultaneously. The performance of the FSM controller was compared with the performance of a PID controller optimized using genetic algorithm (GA-PID) with two different input electrical load commands. The results show that the fuzzy - sliding mode controller improves the settling time in the shaft speed configuration at the desired value and maintains the exhaust gas temperature below the temperature limit.
利用模糊滑模控制器改善小型热电联产电厂的性能
为了应对日益增长的燃料消耗和温室效应问题,热电联产(CHP)电厂等高效能源系统在过去几年得到了广泛的研究和应用。热电联产机组部件的强烈非线性特性导致了先进控制器的发展,以确保其安全可靠地运行。本文建立了基于回热式微型燃气轮机(MGT)的小型热电联产电厂的热力学模型,得到了系统的控制方程。然后,利用MATLAB Simulink对系统各部件进行仿真。本文的目的是设计一个模糊滑模控制器(FSM)来同时控制涡轮压气机轴的转速和涡轮排气温度。采用遗传算法(GA-PID)优化的PID控制器与FSM控制器在两种不同输入电负荷命令下的性能进行了比较。结果表明,模糊滑模控制器使轴速组态的沉降时间提高到理想值,并使排气温度保持在温度限值以下。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信