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文章基本信息

  • 标题:A Performance Comparison for Various Methods to Design the Three-Term Fuzzy Logic Controller
  • 作者:Essam Natsheh ; Khalid A. Buragga
  • 期刊名称:International Journal of Computer Science and Network Security
  • 印刷版ISSN:1738-7906
  • 出版年度:2010
  • 卷号:10
  • 期号:5
  • 页码:142-151
  • 出版社:International Journal of Computer Science and Network Security
  • 摘要:A three-term (proportional plus integral plus derivative, PID) fuzzy logic controller (FLC) algorithm have been and continue to be a very active and fruitful research field since early pioneered work on fuzzy controller. In this study, we propose taxonomy of various methods to design three-term FLC. Two applications representing second-order systems and third-order systems were used to analyze the performance of the various design methods and compare their performance. The analysis shows that the PD-like FLC parallel with PI-like FLC design method are quite efficient and superior to other design methods with respect to transient response, accuracy, and robustness to varying of defuzzification methods.
  • 关键词:Three-term controller; PID controller; fuzzy systems; fuzzy logic controller
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