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Precise Control of High-Speed BLDCM Based on BP Neural Network
- Source :
- Applied Mechanics and Materials. 615:365-369
- Publication Year :
- 2014
- Publisher :
- Trans Tech Publications, Ltd., 2014.
-
Abstract
- Brushless DC Motor (BLDCM) is a strongly nonlinear systems, which means that we can’t get a satisfactory result by the traditional PID Controller. This paper presents an improved BP Neural Network algorithm with adaptive adjustment of learning rate and range adjustment of the output. At last, using MatLab/Simulink to verify the algorithm that it has better control precision and adaptability.
Details
- ISSN :
- 16627482
- Volume :
- 615
- Database :
- OpenAIRE
- Journal :
- Applied Mechanics and Materials
- Accession number :
- edsair.doi...........3c3d7d6038e12b170daac67bc40ba1b8