基于CE117过程训练器的换热过程区间2型模糊T-S建模

Proceedings of 2011 International Conference on Modelling, Identification and Control Pub Date : 2011-06-26 DOI:10.1109/ICMIC.2011.5973749

Peng-fei Wang, Ning Li, Shaoyuan Li

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引用次数: 6

摘要

本文将一种改进的区间2型模糊T-S建模方法应用于CE117过程训练器设备的换热过程。首先，采用减法聚类法结合最小二乘法建立1型模糊T-S模型;然后利用Nelder-Mead单纯形法对1型模糊T-S模型进行无约束优化，得到2型模糊T-S模型。最后，通过实验验证了该算法的有效性。

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Interval type-2 fuzzy T-S modeling for a heat exchange process on CE117 Process Trainer

In this paper, a modified interval type-2 fuzzy T-S modeling method is applied to a heat exchange process on the equipment CE117 Process Trainer. First, subtractive clustering method combined with least square method is employed to build the type-1 fuzzy T-S model. Then the type-2 fuzzy T-S model is obtained from the type-1 model through unconstrained optimization where the Nelder-Mead Simplex method is utilized. Finally, the results of the experiment prove the efficiency of the proposed algorithm.

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Proceedings of 2011 International Conference on Modelling, Identification and Control

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