Please use this identifier to cite or link to this item: http://repositorio.unicamp.br/jspui/handle/REPOSIP/102114
Type: Artigo de periódico
Title: Interpretation Of The Lingusitics Of The Optimal Operation Of A Hydroelectric Plant Using Adaptable Fuzzy Neural Networks [interpretação Lingüística Da Operação ótima De Uma Usina Hidroelétrica Através De Redes Neurais Nebulosas Adaptáveis]
Author: Silva Fo D.
Soares Fo S.
Ballini R.
Carneiro A.A.F.M.
Abstract: This paper presents a methodology to linguistically explain the optimal operation of a hydroelectric power plant. It consists on an optimal control approach in which a Neural Fuzzy Network works in parallel with a deterministic optimization model. The knowledge acquired by the network throughout the training phase is written as a set of fuzzy rules and the optimal operation can be interpreted by simple sentences of the type if 〈antecedent〉 then 〈consequent〉. The results show that the network is able to learn the numerical decisions of the optimization model and can translate the numerical data into sentences that can be easily understood by human beings.
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Rights: aberto
Identifier DOI: 
Address: http://www.scopus.com/inward/record.url?eid=2-s2.0-0344440828&partnerID=40&md5=3534b1b93116c10cc90d3b74435e1b49
Date Issue: 2003
Appears in Collections:Unicamp - Artigos e Outros Documentos

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