Research on fuzzy control algorithm of intelligent washing machine

To implement the fuzzy control algorithm in a microcontroller, a fuzzy control system for an automatic washing machine was established in the MATLAB/Simulink environment. Based on this fuzzy control system, a data extraction model was first established, and the data extraction algorithm was written using an M-file to obtain a two-dimensional array. Then, an RTW automatic code generation model was built, and the obtained two-dimensional array was imported into the 2-D Lookup Table block of the model. Using the RTW function in MATLAB, automatic code was generated, and the two-dimensional lookup interpolation algorithm in the code was analyzed. Finally, the algorithm was written into the microcontroller and experimentally verified. The results showed that the operational outcomes of the microcontroller were basically consistent with the offline simulation results of the model, and the designed fuzzy controller met the real-time and accuracy requirements of the control.

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Publication Details

Published
2024-12-12
DOI
https://doi.org/10.1117/12.3055481
Primary Topic
Fuzzy Logic and Control Systems
Type
article
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Research on fuzzy control algorithm of intelligent washing machine

Jue Hou, Chunhua Xu, Jigao Niu, Jiangke Jiu
Fuzzy Logic and Control Systems
article

Research on fuzzy control algorithm of intelligent washing machine

Jue Hou, Chunhua Xu, Jigao Niu, Jiangke Jiu
article en

Abstract

To implement the fuzzy control algorithm in a microcontroller, a fuzzy control system for an automatic washing machine was established in the MATLAB/Simulink environment. Based on this fuzzy control system, a data extraction model was first established, and the data extraction algorithm was written using an M-file to obtain a two-dimensional array. Then, an RTW automatic code generation model was built, and the obtained two-dimensional array was imported into the 2-D Lookup Table block of the model. Using the RTW function in MATLAB, automatic code was generated, and the two-dimensional lookup interpolation algorithm in the code was analyzed. Finally, the algorithm was written into the microcontroller and experimentally verified. The results showed that the operational outcomes of the microcontroller were basically consistent with the offline simulation results of the model, and the designed fuzzy controller met the real-time and accuracy requirements of the control.

Zhongyuan University of Technology (CN)
Affordable and clean energy
Openalex Percentile: Top 79%
Fuzzy Logic and Control Systems
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Research on fuzzy control algorithm of intelligent washing machine — Jue Hou, Chunhua Xu, et al. · (2024) | TGRS Research Map | TGRS