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Adaptive control of time-varying delay system based on generalize predictive control
基于IGPC的时变大时滞系统自适应控制

Keywords: time-varying system,delay system,generalize predictive control,adaptive control
时变系统
,大时滞系统,广义预测控制,自适应控制,时变,大时滞系统,适应控制,predictive,control,generalize,based,delay,system,控制性能,变化,定值,跟踪,自校正,广义预测,情况,先验知识,被控对象,仿真结果,计算速度,计算量,控制增量

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Abstract:

In this paper, the algorithm of Implicit Generalized Predictive Control (IGPC) was studied and applied to the industry process with time-varying delay. In order to overcome the disadvantage of the traditional GPC: complexity, the algorithm of IGPC can identify the controller parameters directly by the system input-output data and compute the optimal control signal increment faster than traditional GPC. The simulation results show that the IGPC controller can rapidly adapt to the change of setting value even without any prior information of the controlled system, and give a better control performance for the system with time-varying parameters. The controller proposed in this paper is suitable for the time-varying delay system control.

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