Conflicts versus analytical redundancy relations: a comparative analysis of the model based diagnosis approach from the artificial intelligence and automatic control …

MO Cordier, P Dague, F Lévy… - … on Systems, Man …, 2004 - ieeexplore.ieee.org
Two distinct and parallel research communities have been working along the lines of the
model-based diagnosis approach: the fault detection and isolation (FDI) community and the
diagnostic (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 …

[PDF][PDF] Conflicts versus analytical redundancy relations

MO Cordier, P Dague, F Levy, J Montmain… - the special issues of … - homepages.laas.fr
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 …
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