Utilize este identificador para referenciar este registo: http://hdl.handle.net/10400.22/1333
Título: Decision support system with incomplete and domain incoherent information management
Autor: Malheiro, N.
Vale, Zita
Ramos, Carlos
Cordeiro, M.
Marques, A.
Couto, Vieira
Palavras-chave: Temporal reasoning
Power systems
Non-monotonic reasoning
Diagnosis
Event calculus
Default logic
Power systems
Data: 2007
Editora: Acta Press
Relatório da Série N.º: Control and Intelligent Systems;
Resumo: Many of the most common human functions such as temporal and non-monotonic reasoning have not yet been fully mapped in developed systems, even though some theoretical breakthroughs have already been accomplished. This is mainly due to the inherent computational complexity of the theoretical approaches. In the particular area of fault diagnosis in power systems however, some systems which tried to solve the problem, have been deployed using methodologies such as production rule based expert systems, neural networks, recognition of chronicles, fuzzy expert systems, etc. SPARSE (from the Portuguese acronym, which means expert system for incident analysis and restoration support) was one of the developed systems and, in the sequence of its development, came the need to cope with incomplete and/or incorrect information as well as the traditional problems for power systems fault diagnosis based on SCADA (supervisory control and data acquisition) information retrieval, namely real-time operation, huge amounts of information, etc. This paper presents an architecture for a decision support system, which can solve the presented problems, using a symbiosis of the event calculus and the default reasoning rule based system paradigms, insuring soft real-time operation with incomplete, incorrect or domain incoherent information handling ability. A prototype implementation of this system is already at work in the control centre of the Portuguese Transmission Network.
URI: http://hdl.handle.net/10400.22/1333
ISSN: 1925-5810
1480-1752
Versão do Editor: http://www.actapress.com/PaperInfo.aspx?paperId=31022
Aparece nas colecções:ISEP – GECAD – Artigos

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