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The Design of Neural Network Fuzzy Controller in Washing Machine

机译:洗衣机神经网络模糊控制器的设计

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摘要

Wasting of electric and water, when we use washing machine, has become an important issue in life, how to reduce water consumption charge electric washing machine is an important task. The washing machine fuzzy controller neural network is researched deeply, which is based on fuzzy logic, neural network and its learning algorithm. The BP neural network is combined with fuzzy control and experiments are simulated by MATLAB. Water level, flow intensity and the washing time are pre-set. Fuzzy control rules and membership functions are automatically generated. These parameters can be adjusted real-time to improve the performance of washing machines and achieve better water-saving effect of energy saving.
机译:当我们使用洗衣机时,浪费电和水已经成为生活中的重要问题,如何减少充电对洗衣机的耗水是一项重要的任务。基于模糊逻辑,神经网络及其学习算法,对洗衣机模糊控制器神经网络进行了深入研究。 BP神经网络与模糊控制相结合,并通过MATLAB进行仿真。预设水位,流量强度和洗涤时间。模糊控制规则和隶属函数会自动生成。这些参数可以实时调整,以提高洗衣机的性能,达到更好的节水节能效果。

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