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基于fuzzy-PID的灰水处理控制系统

Ash-sluicing water treatment control system based on fuzzy-PID

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【作者】 朱晓娟蔡新合杨放张晓群

【Author】 ZHU Xiaojuan,CAI Xinhe,YANG Fang,ZHANG Xiaoqun(School of Information and Control Engineering,Xi’an University of Architectureand Technology,Xi’an 710055,China)

【机构】 西安建筑科技大学信息与控制工程学院

【摘要】 根据现场情况推导出第二级蓄水池的近似数学模型.基于控制对象迟滞、非线性的特点,将模糊PID控制应用于水位控制系统中.阐述了模糊控制器的设计过程:模糊化、模糊控制规则的建立和反模糊化,并给出合适的隶属函数、量化因子取值及模糊控制规则等.同时从理论上推导出模糊PID控制器消除稳态误差的原理,并用MAT-LAB工具箱对系统进行仿真试验.通过对仿真结果的分析得出:模糊PID控制器既能消除稳态误差,又有很强的鲁棒性,对于此类非线性迟滞系统具有良好地控制性能.

【Abstract】 An approximate mathematical model for the secondary pool is deduced according to practical situation.considering that the control object is hysteretic and nonlinear,The fuzzy-PID controller is applied to liquid-level control system.The design of fuzzy-PID controller including fuzzification,creation of fuzzy rules and defuzzification is expounded.The membership function,fuzzification factor and fuzzy rules is designed.And the principle of how the fuzzy-PID controllers to eliminate the steady-state error is deduced which is simulated by the MATLAB Tool Box.It is concluded that the fuzzy-PID controller can eliminate the steady-state error and has good robustness.It has good performance in controlling nonlinear hysteresis systems.

  • 【文献出处】 武汉大学学报(工学版) ,Engineering Journal of Wuhan University , 编辑部邮箱 ,2009年02期
  • 【分类号】TP273.4
  • 【被引频次】1
  • 【下载频次】108
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