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摘要: |
将模糊神经网络控制以及自适应控制引入大型同步电动机交—直—交变频调迷失量控制系统中。用模糊控制方法调整BP算法中的学习步长和动量项因子,仿真实验表明,各项指标均优于传统PI控制方式。 |
关键词: 大型同步电动机 智能控制 自适应控制 模糊神经网络 变频调速系统 |
DOI: |
分类号:TM341 TM273.5 |
基金项目: |
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Intelligent control of large synchronous motor |
TIAN Zhi-guang 1 GAO Zhong-sheng 2 ZHANG Hui-fen 3
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Abstract: |
The fuzzy-neural network control and self-adaptive control are applied to the vector con-trol system of converter-inverter variable frequency speed regulation for large synchronous motor.The fuzzy control is used to modify the learning step size and inertia item of BP algorithm.The simu-lation results verify that all performance indices of this intelligent control are better than those of traditional PI control are. |
Key words: intelligent control,fuzzy control,fuzzy-neural networks, |