A novel method of induction motor operating mechanism using neural network

In this paper, taking power-shifting transmission of induction motor with single-chip microcomputer has been developed. The neural networks control technology in which the optimizing algorithm is applied to improve neural networks´ learning efficiency makes the speed system possess intelligent characteristics. The results of experiment show that the intelligent control system could reliably and exactly realize an automatic transmission according to changed working conditions after gear-shifting strategy has been successfully regulated. The intelligent electronic control unit works steadily and can accurately and duly complete gear-shifting. Finally, the study is helpful for designing intelligent construction machinery.