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Stable Adaptive Nonlinear Control System Using Fuzzy Logic

Stable Adaptive Nonlinear Control System Using Fuzzy Logic *
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摘要 Two adaptive fuzzy control schemes for a class of nonlinear continuous dynamic systems are proposed.The schemes employ a fuzzy controller and a compensation controller.The parameters of the fuzzy controller are on line adjusted according to an adaptive law while the identification of the controlled plant is unnecessary.It is proved that the closed loop system is asymptotically stable based on the Lyapunov synthesis approach.Finally,these schemes are applied to control a chaotic system. Two adaptive fuzzy control schemes for a class of nonlinear continuous dynamic systems are proposed.The schemes employ a fuzzy controller and a compensation controller.The parameters of the fuzzy controller are on line adjusted according to an adaptive law while the identification of the controlled plant is unnecessary.It is proved that the closed loop system is asymptotically stable based on the Lyapunov synthesis approach.Finally,these schemes are applied to control a chaotic system.
出处 《Tsinghua Science and Technology》 SCIE EI CAS 1997年第3期75-80,共6页 清华大学学报(自然科学版(英文版)
关键词 nonlinear control control stability fuzzy logic system compensation control nonlinear control control stability fuzzy logic system compensation control

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