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M.-O. Cordier and P.~Dague and F.~Lévy and J.~Montmain and M.~Staroswiecki and L. Travé-Massuyès
Conflicts versus Analytical Redundancy Relations : A comparative analysis of the model-based diagnostic approach from the artificial intelligence and automatic control perspectives
, IEEE Transactions on Systems, Man and Cybernetics - Part B.
, Vol. 34
, No. 52163-2177
, 2004
, Document
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Abstract
Two distinct and parallel research communities have been working along the lines of the Model-Based Diagnosis approach: the FDI community and the DX community that have evolved in the fields of Automatic Control and Artificial Intelligence, respectively. This paper clarifies and links the concepts and assumptions that underlie the FDI analytical redundancy approach and the DX consistency-based logical approach. A formal framework is proposed in order to compare the two approaches and the theoretical proof of their equivalence together with the necessary and sufficient conditions is provided.
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