Characterizing and computing HBG-PCs for hybrid systems fault diagnosis

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Abstract

Possible Conflicts (PCs) are those minimally redundant subsystems, computed offline, that can be used for consistency-based diagnosis of physical systems. In this work we characterize Possible Conflicts for hybrid systems diagnosis in the Hybrid Bond Graph modelling framework, introducing the notion of HBG-PCs. We provide a method to compute the complete set of HBG-PCs before causality is assigned in the model, removing a previous assumption that the system model should have a valid causal assumption when every switching junction was set to on. We call this new concept Structural HBG-PC. We illustrate these issues with an prototypical example and discuss our contributions against other proposals in the literature.

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Pulido, B., Alonso-González, C., Bregon, A., & Hernández, A. (2015). Characterizing and computing HBG-PCs for hybrid systems fault diagnosis. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 9422, pp. 116–127). Springer Verlag. https://doi.org/10.1007/978-3-319-24598-0_11

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