区间2型模糊控制器在电厂交流发电机励磁控制中的应用

M.K. Sharma, R. Pathak, M. Jha, M. F. Qureshi
{"title":"区间2型模糊控制器在电厂交流发电机励磁控制中的应用","authors":"M.K. Sharma, R. Pathak, M. Jha, M. F. Qureshi","doi":"10.18280/AMA_C.730407","DOIUrl":null,"url":null,"abstract":"This paper presents a practical design of an intelligent type of controller using Interval Type2 Fuzzy Logic Controller (IT2FLC) concepts for excitation control of a practical power generating system. This type of controller is suitable for real time operation and aims to improve the dynamic characteristics of the generating unit by acting properly on its original excitation system. The modeling of the power system under study consists of a synchronous generator connected via a transformer and a transmission line to an infinite bus. Next, digital simulations of the above system are performed using fuzzy control techniques that are based on previous work. The dynamic performances of the interval type-2 fuzzy logic controllers (IT2FLC) along with Interval type-1 Fuzzy logic controller in short FLC is presented by comparison using the integral square error criterion (ISE). Typical transient responses of the system are shown for comparison in order to demonstrate the effectiveness of the proposed controller. The computer simulation results obtained demonstrate clearly that the performance of the developed controller offers competitive damping effects on the generator oscillations, with respect to the associated ones of the FLC, over a wider range of operating conditions, while their hardware implementation is easier and the computational time needed for real-time applications is drastically reduced. In MATLAB/SIMULINK is simulated model of the synchronous generator connected to an AC system. A simple fuzzy logic control scheme is simulated for voltage control and generator stabilization.","PeriodicalId":130983,"journal":{"name":"Advances in Modelling and Analysis C","volume":"138 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Excitation control of a power plant alternator using interval type-2 fuzzy logic controller\",\"authors\":\"M.K. Sharma, R. Pathak, M. Jha, M. F. Qureshi\",\"doi\":\"10.18280/AMA_C.730407\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper presents a practical design of an intelligent type of controller using Interval Type2 Fuzzy Logic Controller (IT2FLC) concepts for excitation control of a practical power generating system. This type of controller is suitable for real time operation and aims to improve the dynamic characteristics of the generating unit by acting properly on its original excitation system. The modeling of the power system under study consists of a synchronous generator connected via a transformer and a transmission line to an infinite bus. Next, digital simulations of the above system are performed using fuzzy control techniques that are based on previous work. The dynamic performances of the interval type-2 fuzzy logic controllers (IT2FLC) along with Interval type-1 Fuzzy logic controller in short FLC is presented by comparison using the integral square error criterion (ISE). Typical transient responses of the system are shown for comparison in order to demonstrate the effectiveness of the proposed controller. The computer simulation results obtained demonstrate clearly that the performance of the developed controller offers competitive damping effects on the generator oscillations, with respect to the associated ones of the FLC, over a wider range of operating conditions, while their hardware implementation is easier and the computational time needed for real-time applications is drastically reduced. In MATLAB/SIMULINK is simulated model of the synchronous generator connected to an AC system. A simple fuzzy logic control scheme is simulated for voltage control and generator stabilization.\",\"PeriodicalId\":130983,\"journal\":{\"name\":\"Advances in Modelling and Analysis C\",\"volume\":\"138 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-12-30\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Advances in Modelling and Analysis C\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.18280/AMA_C.730407\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Advances in Modelling and Analysis C","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.18280/AMA_C.730407","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

本文采用区间2型模糊控制器(IT2FLC)的概念,设计了一种用于实际发电系统励磁控制的智能型控制器。这种类型的控制器适合于实时运行,其目的是通过适当地作用于发电机组原有的励磁系统来改善发电机组的动态特性。所研究的电力系统的建模是由一台同步发电机通过变压器和一条传输线连接到无限母线。接下来,使用基于先前工作的模糊控制技术对上述系统进行数字模拟。利用积分平方误差判据(ISE)对区间2型模糊控制器(IT2FLC)和区间1型模糊控制器在短FLC中的动态性能进行了比较。为了证明所提出控制器的有效性,给出了系统的典型瞬态响应进行比较。计算机仿真结果清楚地表明,在更广泛的工作条件下,相对于FLC的相关控制器,所开发的控制器的性能对发电机振荡提供了竞争性的阻尼效应,而它们的硬件实现更容易,实时应用所需的计算时间大大减少。在MATLAB/SIMULINK中建立了与交流系统连接的同步发电机的仿真模型。仿真了一种简单的模糊逻辑控制方案,用于电压控制和发电机稳定。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Excitation control of a power plant alternator using interval type-2 fuzzy logic controller
This paper presents a practical design of an intelligent type of controller using Interval Type2 Fuzzy Logic Controller (IT2FLC) concepts for excitation control of a practical power generating system. This type of controller is suitable for real time operation and aims to improve the dynamic characteristics of the generating unit by acting properly on its original excitation system. The modeling of the power system under study consists of a synchronous generator connected via a transformer and a transmission line to an infinite bus. Next, digital simulations of the above system are performed using fuzzy control techniques that are based on previous work. The dynamic performances of the interval type-2 fuzzy logic controllers (IT2FLC) along with Interval type-1 Fuzzy logic controller in short FLC is presented by comparison using the integral square error criterion (ISE). Typical transient responses of the system are shown for comparison in order to demonstrate the effectiveness of the proposed controller. The computer simulation results obtained demonstrate clearly that the performance of the developed controller offers competitive damping effects on the generator oscillations, with respect to the associated ones of the FLC, over a wider range of operating conditions, while their hardware implementation is easier and the computational time needed for real-time applications is drastically reduced. In MATLAB/SIMULINK is simulated model of the synchronous generator connected to an AC system. A simple fuzzy logic control scheme is simulated for voltage control and generator stabilization.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
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