Tuning fuzzy logic controllers using response envelope method

Gurocak HB.

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Tuning fuzzy logic controllers using response envelope method

机译：使用响应包络法调谐模糊逻辑控制器

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摘要

A fuzzy logic controller (FLC) is designed based on a human expert's knowledge of the process. The performance of this initial design attempt will, in general, not be satisfactory in terms of certain design criteria such as steady-state error, the oscillatory behavior of the system, etc. This is due to the fact that no standard method exists for transforming human knowledge or experience into the rule base of the FLC. In this paper, a method to tune the rule base of an initial FLC design attempt is presented. Results of four experiments are reported and discussed. (C) 2000 Elsevier Science B.V. All rights reserved. References: 19

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来源
《Fuzzy sets and systems》 |2000年第2期|287-304|共18页
作者
Gurocak HB.;
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作者单位

Washington State Univ, Mfg Engn Program, 14204 NE Salmon Creek Ave, Vancouver, WA 98686, USA.;

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收录信息美国《科学引文索引》(SCI);美国《工程索引》(EI);
原文格式 PDF
正文语种英语
中图分类模糊数学;
关键词
Fuzzy logic control; Engineering; Tuning; Optimization;

机译：模糊逻辑控制;工程;调优;优化;

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专利

1. A New Reinforcement Learning Method for Fuzzy Logic Controllers [J] . 王直杰, 方建安, 邵世煌东华大学学报：英文版 . 1998,第2期
2. A genetic-Algorithm-based method for tuning fuzzy logic controllers [J] . H.B. Gurocak Fuzzy sets and systems . 1999,第1期

机译：A genetic-Algorithm-based method for tuning fuzzy logic controllers
3. Simulation of novel hybrid method to improve dynamic responses with PSS and UPFC by fuzzy logic controller [J] . Khaksar Mehrdad, Rezvani Alireza, Moradi Mohammad Hassan Neural computing & applications . 2018,第3期

机译：Simulation of novel hybrid method to improve dynamic responses with PSS and UPFC by fuzzy logic controller
4. Power quality improvement in distribution system based on dynamic voltage restorer using PI tuned fuzzy logic controller [J] . Sanepalle Gopal Reddy, Somaskandan Ganapathy, Mani Manikandan Електротехнiка i електромеханiка . 2022,第1期

机译：Power quality improvement in distribution system based on dynamic voltage restorer using PI tuned fuzzy logic controller
5. 基于集对分析的模糊逻辑及其推理方法研究（Research in Fuzzy Logic and Reasoning Method on Set Pair Analysis） [C] . Chinese Control Conference vol.2; 20040810-13; Wuxi(CN) . 2004

机译：基于集对分析的模糊逻辑及其推理方法研究（Research in Fuzzy Logic and Reasoning Method on Set Pair Analysis）
6. Environment-based Selection Method for En- route Filtering Scheme using Fuzzy Logic [O] . Sang Jin Lee, Hae Young Lee, Tae Ho Cho 2015

机译：Environment-based selection method for En- route Filtering scheme using Fuzzy Logic

Tuning fuzzy logic controllers using response envelope method

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