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Titlebook: Hybrid Estimation of Complex Systems; Michael W. Hofbaur Book 2005 Springer-Verlag Berlin Heidelberg 2005 artificial intelligence.automata

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書目名稱Hybrid Estimation of Complex Systems
編輯Michael W. Hofbaur
視頻videohttp://file.papertrans.cn/431/430080/430080.mp4
概述Provides a tool-set for hybrid estimation to monitor complex artifacts.Applications to production plants, automotive or aeronautical systems, and autonomous robots.Novel approach to continue hybrid es
叢書名稱Lecture Notes in Control and Information Sciences
圖書封面Titlebook: Hybrid Estimation of Complex Systems;  Michael W. Hofbaur Book 2005 Springer-Verlag Berlin Heidelberg 2005 artificial intelligence.automata
描述.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. .
出版日期Book 2005
關(guān)鍵詞artificial intelligence; automata; autonomous robot; intelligence; robot; system analysis; systems theory
版次1
doihttps://doi.org/10.1007/b105591
isbn_softcover978-3-540-25727-1
isbn_ebook978-3-540-31587-2Series ISSN 0170-8643 Series E-ISSN 1610-7411
issn_series 0170-8643
copyrightSpringer-Verlag Berlin Heidelberg 2005
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978-3-540-25727-1Springer-Verlag Berlin Heidelberg 2005
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Hybrid Estimation of Complex Systems978-3-540-31587-2Series ISSN 0170-8643 Series E-ISSN 1610-7411
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4 Hybrid Estimation,irable to measure all physical entities that determine the state of the system. As a consequence, we have to . the state, given some (noisy) measurements and the model of the system under investigation.
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