期刊文献+

在线自适应模糊PID控制器的设计与仿真 被引量:9

Design and Simulation of Self-adaptive Fuzzy-PID Controller
下载PDF
导出
摘要 介绍模糊理论与PID控制相结合的智能模糊PID控制技术,分析模糊PID控制器的量化因子和比例因子对控制器性能的影响,由此指出常规模糊PID控制器在工业应用的局限性,并提出一种基于相关量化的在线自适应算法。仿真结果表明:在参考输入改变和受控对象参数漂移时,相比常规模糊PID控制器,改进的控制器具有更好的动态和稳态性能。 An intelligent Fuzzy-PID control technology was introduced,and both quantization factor's and scaling factor's effect on Fuzzy-PID controller were analyzed to have a limitation within general Fuzzy-PID controller figured out and an online self-a daptive control method which based on correlative quantization presented.Simulation results demonstrate that better dynamic and steady control performance can be achieved in comparison with general Fuzzy-PID controller.
出处 《化工自动化及仪表》 CAS 2012年第8期975-978,981,共5页 Control and Instruments in Chemical Industry
关键词 模糊PID控制 局限性 在线自适应 相关量化 扩展算法 仿真 Fuzzy-PID control limitation online adaptive correlative quantization expansion algorithm simulation
  • 相关文献

参考文献5

  • 1Seng T L, Khalid M B, Yusof R. Tuning of a Neuro- fuzzy Controller by Genetic Algorithm [ J ]. IEEETransactions on System, Man, and Cybernetics-Part B : Cybernetics, 1999,29 ( 2 ) : 226- 236.
  • 2Guezelkaya M, Eksin I, Yesil E. Self-tuning of PID-type Fuzzy Logic Controller Coefficients via Relative Rate Observer[J]. Engineering Applications of Artificial In- telligence, 2003,16 ( 3 ) :227 - 236.
  • 3李洪兴.变论域自适应模糊控制器[J].中国科学(E辑),1999,29(1):32-42. 被引量:282
  • 4Xiao J,Zhang W W, Han Y J. Fuzzy Self-adaptive PID Control in Actuator Control System of Unmanned Aerial Vehicle[ C ]. Second International Conference on Me- chanic Automation and Control Engineering(MACE). Huhhot: IEEE Conference Publications, 2011 : 4984 4986.
  • 5缪啸华,宋淑群,王建华,张凌波,顾幸生.基于模糊神经网络的甲醇合成塔转化率软测量模型[J].石油化工自动化,2012,48(2):32-35. 被引量:9

二级参考文献16

共引文献289

同被引文献85

引证文献9

二级引证文献38

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部