Design and Study of an Adaptive Double-mode Fuzzy Predictive Controller

Mingjian Huang, Hui Jin, X. Ze, Shichun Wang
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Abstract

For the fuzzy-PID can't cope well with the variable plant including variable parameters and time-delay, an adaptive double-mode fuzzy predictive controller combined with fuzzy control, adaptive control and generalized predictive control is introduced in the paper. The simulations show that this method is feasible and can overcome the uncertain disturbance/noise efficiently. At the same time to reduce the calculation and save time, an improved algorithm adopting implicit algorithm is indicated
自适应双模模糊预测控制器的设计与研究
针对模糊pid不能很好地处理包括变参数和时滞在内的变对象,提出了一种将模糊控制、自适应控制和广义预测控制相结合的自适应双模模糊预测控制器。仿真结果表明,该方法是可行的,能够有效地克服不确定干扰/噪声。同时为了减少计算量和节省时间,提出了一种采用隐式算法的改进算法
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