Hybrid Estimation of Complex Systems: 319 - Brossura

Hofbaur, Michael W.

 
9783540257271: Hybrid Estimation of Complex Systems: 319

Sinossi

This monograph provides a tool-set for hybrid estimation that can successfully monitor the behavior of complex artifacts with a large number of possible operational and failure modes such as production plants, automotive or aeronautic systems, and autonomous robots. For this purpose, ideas from the fields of System Theory and Artificial Intelligence are taken and hybrid estimation is reformulated as a search problem. This allows to focus the estimation onto highly probably operational modes, without missing symptoms that might be hidden among the noise in the system. Additionally a novel approach to continue hybrid estimation in the presence of unknown behavioral modes and to automate system analysis and synthesis tasks for on-line operation are presented. This leads to a flexible model-based hybrid estimation scheme for complex artifacts that robustly copes with unforeseen situations.

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Contenuti

Hybrid Estimation at a Glance.- Probabilistic Hybrid Automata.- Hybrid Estimation.- Case Studies.- Conclusion.

Product Description

Book by MICHAEL W HOFBAUR

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Altre edizioni note dello stesso titolo

9783540810285: Hybrid Estimation of Complex Systems

Edizione in evidenza

ISBN 10:  3540810285 ISBN 13:  9783540810285
Casa editrice: Springer, 2009
Brossura