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Intelligent washing machine based on nerve net fuzzy controller

A technology of fuzzy controller and neural network, which is applied in the control device of washing machine, washing device, textile and paper making, etc. It can solve the problems of imitation human processing and fuzzy control, etc., and achieve the effect of improving intelligence and accuracy

Inactive Publication Date: 2014-03-12
SHANGHAI DIANJI UNIV
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0007] However, the above-mentioned technical scheme can only carry out fuzzy control, but cannot realize the processing of real simulated human

Method used

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  • Intelligent washing machine based on nerve net fuzzy controller
  • Intelligent washing machine based on nerve net fuzzy controller
  • Intelligent washing machine based on nerve net fuzzy controller

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Embodiment Construction

[0019] In order to make the content of the present invention clearer and easier to understand, the content of the present invention will be described in detail below in conjunction with specific embodiments and accompanying drawings.

[0020] Artificial Neural Network (referred to as Neural Network, Artificial Neural Network, ANN) has the characteristics of nonlinear description, large-scale parallel distributed processing capabilities, learning and association, etc. Using artificial neural network technology to process fuzzy information can make fuzzy systems become a kind of Adaptive fuzzy system. It has strong robustness to parameter changes and various disturbances, and has good fast tracking performance. It provides a new way for complex industrial process control, improves the accuracy of fuzzy control and the working efficiency of washing machines, and better achieves The purpose of energy saving and consumption reduction.

[0021] Neural network fuzzy control is an or...

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Abstract

The invention discloses an intelligent washing machine based on a nerve net fuzzy controller. The intelligent washing machine comprises a fuzzy processing unit, a nerve fuzzy control unit, a converter, a washing machine controller and a turbidity sensor, wherein the turbidity sensor is used for sensing the turbidity of water in the washing machine and inputting a measured value of the measured turbidity into the fuzzy processing unit; the fuzzy processing unit receives the measured value and a set value, performs fuzzy processing on the measured value and the set value, and transmits processed signals to the nerve fuzzy control unit; the nerve fuzzy control unit adopts an artificial nerve net and fuzzy control to process the signals transmitted from the fuzzy processing unit, and uses the artificial nerve net for performing fuzzy information processing so as to obtain output signals and transmit the output signals to the converter; the converter performs anti-fuzzy processing on the output signals transmitted from the nerve fuzzy control unit so as to transmit a command signal to the washing machine controller; the washing machine controller sets washing parameters according to the command signal received from the converter.

Description

technical field [0001] The invention relates to the field of household appliances, and more specifically, the invention relates to an intelligent washing machine based on a neural network fuzzy controller. Background technique [0002] Up to now, the patent application titled "An Improved Fuzzy Control Method for Washing Machine" with application number 201310198536.4 provides an improved fuzzy control method for washing machine. The measurement of the number of pulses generated under the state, deduce the corresponding relationship between the water level level and the load pulse, and write the corresponding relationship into the fuzzy control program for water level judgment. By judging that the number of pulses generated by the washing machine under different load conditions falls within the water level level and the load pulse corresponds In which range of the relationship, you can select the corresponding water level file. [0003] The patent application with the appli...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): D06F33/02
CPCD06F33/00D06F2202/02D06F2204/08D06F2204/10
Inventor 杨志和
Owner SHANGHAI DIANJI UNIV