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模糊逻辑控制的一种新设计 被引量:4

A New Design of Fuzzy Logic Control
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摘要 对一类具有不确定性的非线性系统,根据滑模控制原理,提出了模糊逻辑控制的一种新设计,由于使用了适当的模糊逻辑切换,避免了滑模控制所固有的颤动现象,通过构造李雅普诺夫函数,证明了算法的全局稳定性,且跟踪误差收敛到零的一个邻域,仿真结果表明,本文设计的模糊控制,对模型不确定性和外来扰动具有较强的鲁棒性和良好的跟踪性能。 A scheme of fuzzy logic control for a class of nonlinear systems is presented.The design isbased on the method of sliding mode control.Some uncertainties of the controlled system is consid-ered.Since the proper fuzzy logic switchings are applied, the chattering phenomenon which is inherentto a sliding mode control ls avoided. The algorithm is proven to be globally stable by constructing Lya-punov filnction,with tracking errors converging to a neighborhood of zero. Simulation results showthat the control system exhibits strong robustness against system model uncertainties and external distur-bances.
出处 《东南大学学报(自然科学版)》 EI CAS CSCD 1995年第3期79-85,共7页 Journal of Southeast University:Natural Science Edition
基金 国家自然科学基金 江苏省自然科学基金
关键词 非线性系统 模糊控制 鲁棒性 模糊逻辑 nonlinear Systems fuzzy control stability robustness/sliding mode control
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