Work place: College of Information Engineering Inner Mongolia University of Technology, Hohhot, China
E-mail: chunming@imut.edu.cn
Website:
Research Interests: Computational Engineering, Engineering
Biography
Chunming Li is born china in February 1964 and works in Inner Mongolia University of Technology. He graduated from electrical major of Xi'an Jiao tong University in July 1985. He graduated from Tianjin University in April 1994 and received a master's degree theory of electrical expertise. He is "321" Talent Project 2 level candidate, and he has served as Department Director of the circuit, Electronic Department, and Information Engineering Institute. He specializes in circuit, Signals and Systems, electrical network theory. He has published in national academic journals and new technology related to electrical theory, circuit and systems, more than twenty. Representative papers are fault-tolerant multi-bus multi-processor network design.
DOI: https://doi.org/10.5815/ijieeb.2010.01.04, Pub. Date: 8 Nov. 2010
Two diagnosis methods based on a neural network classifier and SVM are proposed for a pulse width modulation voltage source inverter. They are used to detect and identify the transistor open-circuit fault. BP neural network (BPNN) is capable of recognition. However, it has shortcomings obviously. These are just advantages of SVM, which has ability of global search. As an alternative to ANN, SVM can offer higher detection efficiency and reliability.
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