Title :
A New Algorithm Combining Discernibility Matrix and Information Entropy for Power Grid Failure Detection
Author :
Fan Jin ; Niu Litao ; He Xinlin ; Wu Pengyue ; Peng Jinning
Author_Institution :
Xi´an Univ. of Post & Commun., Xi´an, China
Abstract :
With the enlargement of power grid scale, more and more high power devices connect to the network, frequent start of these high power equipment always cause voltage surge in the power grid, Voltage surge affect the normal operation of power grids, So, The accurate detection of voltage surge has important significance. The traditional fault detection methods for voltage surge focus on periodic fault component , the action time of voltage surge is short , voltage surge contains very much non-periodic component , therefore ,the traditional fault detection methods for voltage surge are not efficient .In order to improve the voltage surge detection efficiency, a new algorithm combining discernibility matrix and information entropy for the power grid failure detection is proposed. The algorithm through the fault information discernibility matrix and fault information entropy, and the combination of utilization of the resolution of the faulty matrix the discriminatory power to fault attributes in the discernibility matrix of the frequency as the basis of fault detection. Experimental results show that this algorithm can more quickly and accurately completed grid surge intelligent fault detection.
Keywords :
computerised monitoring; entropy; fault diagnosis; matrix algebra; power apparatus; power grids; power system faults; surge protection; fault detection methods; fault information discernibility matrix; fault information entropy; high power devices; high power equipment; power grid failure detection; voltage surge detection; Algorithm design and analysis; Circuit faults; Fault detection; Monitoring; Power grids; Surges; Vectors; Cement Stabilized Crushed Stone; Highway Engineering; Segregation Control; Strong Interlocked Skeleton Dense Graded Aggregate;
Conference_Titel :
Intelligent Systems Design and Engineering Applications, 2013 Fourth International Conference on
Conference_Location :
Zhangjiajie
Print_ISBN :
978-1-4799-2791-3
DOI :
10.1109/ISDEA.2013.412