DocumentCode
1702584
Title
Intelligent protection system design for shipboard power system
Author
Fang Ming ; Fu Lijun ; Ye ZhiHao ; Hu Liangdeng
Author_Institution
Nat. Key Lab. for Vessel Integrated Power Syst. Technol., Naval Univ. of Eng., Wuhan, China
Volume
2
fYear
2011
Firstpage
1562
Lastpage
1567
Abstract
This paper proposes a breaker switching strategy for selective protection of a typical shipboard power system A mapping relationship between the fault characters and the breaker switching strategy is established based on the back propagation neural networks (BPNN). The designing process of the BPNN intelligent protection was described in detail. In order to prove the effectiveness of the proposed protection scheme, a close-loop testing system including power system simulation and fault detection program was established. Moreover, an intelligent protection prototype has been developed, which is tested by the AC radial distribution system. By use of the Hypersim real-time close-loop testing system, further tests are conducted for a more complex system.
Keywords
backpropagation; circuit breakers; marine power systems; neural nets; power distribution faults; power distribution protection; power engineering computing; ships; AC radial distribution system; BPNN intelligent protection; Hypersim real-time close-loop testing system; back propagation neural networks; breaker switching strategy; fault characters; fault detection program; intelligent protection system design; mapping relationship; power system simulation; shipboard power system; Artificial intelligence; Generators; Power systems; Prototypes; Switches; Testing; Training; BP neural network; Shipboard Power System; breaker switching strategy; distribution network; intelligent protection scheme;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Power System Automation and Protection (APAP), 2011 International Conference on
Conference_Location
Beijing
Print_ISBN
978-1-4244-9622-8
Type
conf
DOI
10.1109/APAP.2011.6180751
Filename
6180751
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