基于T-S模型的锌钡白干燥煅烧过程自适应神经模糊推理系统建模

ANFIS Modeling Based on T-S Model on Lithopone Calcination Process

  • 摘要: 针对锌钡白干燥煅烧过程建模难的问题,提出了一种基于TS模型的自适应神经模糊推理系统(ANFIS)建模方法.通过对模糊辨识系统的结构辨识和参数辨识,使网络自主、迅速地收敛到要求的输入输出关系.文章讨论了该网络的结构和学习算法,并通过仿真研究得出其良好的实际应用价值.

     

    Abstract: In order to solve the difficult modeling problem of the lithopone calcination process, this paper proposes an adaptive neural-fuzzy inference systems(ANFIS) modeling method based on T-S model. Through the structure and parameter identification of fuzzy identification system, the system can converge to the required input-output relationships independently and rapidly. The systems structure and its learning algorithm is discussed. Through simulation research, its practical application value is obtained.

     

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