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    A co-operative hybrid algorithm for fault diagnosis in power transmission

    Rayudu, Ramesh K.; Samarasinghe, Sandhya; Maharaj, A.
    Abstract
    This paper presents our co-operative hybrid algorithm for fault diagnosis in power transmission networks. When a fault occurs in a transmission network, it must be identified and eliminated as soon as possible. Since control centers are flooded with hundreds of alarm messages during a fault, fault diagnosis, which involves the analysis of alarm messages, is a time consuming task. Towards the development of a fault diagnostician, model-based, heuristic, and neural networks are applied to the domain and the results are presented in this paper. The algorithm is a hierarchical model which combines several reasoning methods such as heuristic, temporal and model-based diagnosis and incorporates a network of neural networks at one of the levels of the hierarchy. The working of this co-operative algorithm is discussed and its results are analysed.... [Show full abstract]
    Keywords
    transpower investigations; intelligent systems; intelligent fault diagnosis; power transmission networks; hybrid algorithms; model based diagnosis; co-operative systems
    Date
    2000-01
    Type
    Conference Contribution - published (Conference Paper)
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    • Department of Environmental Management [1134]
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    PESW.2000.847650.pdf
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    DOI
    https://doi.org/10.1109/PESW.2000.847650
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    © 2000 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
    Citation
    Rayudu, R. K., Samarasinghe, S., & Maharaj, A. (2000). A co-operative hybrid algorithm for fault diagnosis in power transmission. In 2000 IEEE Power Engineering Society Winter Meeting: Conference proceedings: 23-27 January 2000, Singapore (pp. 1939-1934). Piscataway, NJ: IEEE.
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