E Book

Hybrid Estimation of Complex Systems

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

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Informasi Detail

Judul Seri

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No. Panggil

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Penerbit

Berlin, Heidelberg : Springer., 2005

Deskripsi Fisik

XIX, 148 p. 69 illus.online resource.

Bahasa

English

ISBN/ISSN

9783540315872

Klasifikasi

629.8

Tipe Isi

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Tipe Media

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Tipe Pembawa

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Edisi

1st ed.

Subjek

Artificial intelligence.
Applied mathematics.
Engineering mathematics.
Control engineering.
Control and Systems Theory.
Robotics.
Mechatronics.
Control, Robotics, Mechatronics.
Dynamical systems.
Applications of Mathematics.
Vibration.
Dynamics.
Vibration, Dynamical Systems, Control.
System theory.
Systems Theory, Control.

Info Detail Spesifik

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Pernyataan Tanggungjawab

Michael W. Hofbaur.

Versi lain/terkait

Lampiran Berkas

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