Title :
A fault diagnosis method for power system based on multilayer information fusion structure
Author :
Liu, Yi ; Wang, Yang ; Peng, Mingwei ; Guo, Chuangxin
Author_Institution :
Coll. of Electr. Eng., Zhejiang Univ., Hangzhou, China
Abstract :
This paper proposes an information fusion method for diagnosis. Multilayer structure of information fusion included data proposing, feature extraction and decision making, is constructed for dealing with the objects such as current, voltage and wave, etc. A Petri-network and a fault matching method of WAMS data are used in characteristic fusion. The application of this fame in the simulation resolves the problem of information loss which provides a way of the advanced applications in smart grid.
Keywords :
Petri nets; fault diagnosis; feature extraction; power engineering computing; power system faults; power system measurement; sensor fusion; smart power grids; Petri network; WAMS; decision making; fault matching method; feature extraction; multilayer information fusion structure; power system fault diagnosis method; smart grid; wide area mesure system; Data; Decision; Fault Diagnosis; Fault Match; Feature; Smart Grid;
Conference_Titel :
Power and Energy Society General Meeting, 2010 IEEE
Conference_Location :
Minneapolis, MN
Print_ISBN :
978-1-4244-6549-1
Electronic_ISBN :
1944-9925
DOI :
10.1109/PES.2010.5589380