Fault location in underground systems using artificial neural networks and PSCAD/EMTDC

INES 2012 - IEEE 16th International Conference on Intelligent Engineering Systems, Proceedings

Volumn , Issue , 2012, Pages 423-427

  Gastaldello, D S ^a   Souza, A N ^a   Ramos, C C O ^b   Da Costa Junior, P ^a   Zago, M G ^c  

^a SÃO PAULO STATE UNIVERSITY UNESP   (Brazil)

^b UNIVERSITY OF SÃO PAULO   (Brazil)

^c FATEC   (Brazil)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL TOOLS; ENERGY DISTRIBUTIONS; ENVIRONMENTAL CONCERNS; HIGH RELIABILITY; POWER DISTRIBUTION SYSTEM; PSCAD/EMTDC; UNDERGROUND DISTRIBUTION SYSTEM; UNDERGROUND NETWORKS; UNDERGROUND SYSTEMS;

ELECTRIC LOAD DISTRIBUTION;

NEURAL NETWORKS;

EID: 84866688600     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/INES.2012.6249871     Document Type: Conference Paper

References (7)

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2. E. Bascom; D. Von Dollen, "Computerized underground cable fault location expertise". In: Transmission and Distribution Conference, 1994, Proceedings of the 1994 IEEE Power Engineering Society. Anais. p.376-382. doi: 10.1109/TDC.1994.328403, 1994.
3. S. Haykin, Redes neurais: princípios e prática. 2a. Edição, Porto Alegre: Bookman, 2001.
4. X. Yang; M. Choi; S. Lee; C. Ten; S. Lim, "Fault Location for Underground Power Cable Using Distributed Parameter Approach". Power Systems, IEEE Transactions on, v. 23, p. 1809-1816. doi: 10.1109/TPWRS.2008. 2002289, 2008.
5. D. D. Sabin; C. Dimitriu; D. Santiago; G. Baroudi, "Overview of an Automatic Underground Distribution Fault Location System", IEEE PES'09 Power & Energy Society General Meeting, 2009, pp. 1-5.
6. J. Moshtagh; R. K. Aggarwal,"A New Approach to Fault Location in a Single Core Undeground Cable System Using Combined Fuzzy Logic & Wavelet Analisys", The Institution of Electrical Engineers, 2004, pp. 228-231.
7. M. T. Hagan; M. B. Menhaj, "Training Feedforward Networks with the Marquardt Algorithm", IEEE Transactions on Neural Networks, v. 5, 1994, pp. 989-993.