Building observers to address fault isolation and control problems in hybrid dynamic systems
Sriram Narasimhan, Gautam Biswas, Gábor Karsai, Tal Pasternak, Feng Zhao · 2002
Model based approaches to diagnosis for dynamic systems have been based on continuous and discrete event models. Systems that combine continuous and discrete behaviors, i.e., hybrid systems have been typically abstracted into discrete event models or approximated by continuous models with steep slopes so that existing algorithms can be applied for fault isolation tasks. This approach runs into problems when both discrete events and continuous behaviors provide vital diagnostic information. We propose a diagnostic methodology that uses hybrid models of the system to perform diagnosis.