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Fault diagnosis of dynamic systems =...

Escobet, Teresa.

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Fault diagnosis of dynamic systems = quantitative and qualitative approaches /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Fault diagnosis of dynamic systems/ edited by Teresa Escobet ... [et al.].
其他題名:	quantitative and qualitative approaches /
其他作者:	Escobet, Teresa.
出版者:	Cham :Springer International Publishing : : 2019.,
面頁冊數:	xv, 462 p. :ill., digital ;24 cm.
內容註:	Introduction and Fundamental Concepts -- Case Studies -- Part I: Standard Approaches -- Structural Analysis -- The FDI Approach -- The DX Approach -- Bridge: Integration of FDI and DX Approaches -- Data-Driven Fault Diagnosis -- Discrete-Event Systems Fault Diagnosis -- Part II: Advanced Approaches -- Modelling and Estimation Strategies for Fault Diagnosis of Non-Linear Systems -- Model-Based Diagnosis with Probabilistic Models -- Qualitative Modeling for Fault Diagnosis -- Model Based Fault Diagnosis of Hybrid Systems -- Model-Based Software Debugging -- Diagnosing Business Processes -- Prognosis.
Contained By:	Springer eBooks
標題:	Automatic control. -
電子資源:	https://doi.org/10.1007/978-3-030-17728-7
ISBN:	9783030177287

Fault diagnosis of dynamic systems = quantitative and qualitative approaches /
Fault diagnosis of dynamic systemsquantitative and qualitative approaches /[electronic resource] :edited by Teresa Escobet ... [et al.]. - Cham :Springer International Publishing :2019. - xv, 462 p. :ill., digital ;24 cm.

Introduction and Fundamental Concepts -- Case Studies -- Part I: Standard Approaches -- Structural Analysis -- The FDI Approach -- The DX Approach -- Bridge: Integration of FDI and DX Approaches -- Data-Driven Fault Diagnosis -- Discrete-Event Systems Fault Diagnosis -- Part II: Advanced Approaches -- Modelling and Estimation Strategies for Fault Diagnosis of Non-Linear Systems -- Model-Based Diagnosis with Probabilistic Models -- Qualitative Modeling for Fault Diagnosis -- Model Based Fault Diagnosis of Hybrid Systems -- Model-Based Software Debugging -- Diagnosing Business Processes -- Prognosis.

Fault Diagnosis of Dynamic Systems provides readers with a glimpse into the fundamental issues and techniques of fault diagnosis used by Automatic Control (FDI) and Artificial Intelligence (DX) research communities. The book reviews the standard techniques and approaches widely used in both communities. It also contains benchmark examples and case studies that demonstrate how the same problem can be solved using the presented approaches. The book also introduces advanced fault diagnosis approaches that are currently still being researched, including methods for non-linear, hybrid, discrete-event and software/business systems, as well as, an introduction to prognosis. Fault Diagnosis of Dynamic Systems is valuable source of information for researchers and engineers starting to work on fault diagnosis and willing to have a reference guide on the main concepts and standard approaches on fault diagnosis. Readers with experience on one of the two main communities will also find it useful to learn the fundamental concepts of the other community and the synergies between them. The book is also open to researchers or academics who are already familiar with the standard approaches, since they will find a collection of advanced approaches with more specific and advanced topics or with application to different domains. Finally, engineers and researchers looking for transferable fault diagnosis methods will also find useful insights in the book.

ISBN: 9783030177287

Standard No.: 10.1007/978-3-030-17728-7doiSubjects--Topical Terms:

535879
Automatic control.

LC Class. No.: TJ213.7 / .F38 2019

Dewey Class. No.: 629.83125

Fault diagnosis of dynamic systems = quantitative and qualitative approaches /
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505 0 $a Introduction and Fundamental Concepts -- Case Studies -- Part I: Standard Approaches -- Structural Analysis -- The FDI Approach -- The DX Approach -- Bridge: Integration of FDI and DX Approaches -- Data-Driven Fault Diagnosis -- Discrete-Event Systems Fault Diagnosis -- Part II: Advanced Approaches -- Modelling and Estimation Strategies for Fault Diagnosis of Non-Linear Systems -- Model-Based Diagnosis with Probabilistic Models -- Qualitative Modeling for Fault Diagnosis -- Model Based Fault Diagnosis of Hybrid Systems -- Model-Based Software Debugging -- Diagnosing Business Processes -- Prognosis.
520 $a Fault Diagnosis of Dynamic Systems provides readers with a glimpse into the fundamental issues and techniques of fault diagnosis used by Automatic Control (FDI) and Artificial Intelligence (DX) research communities. The book reviews the standard techniques and approaches widely used in both communities. It also contains benchmark examples and case studies that demonstrate how the same problem can be solved using the presented approaches. The book also introduces advanced fault diagnosis approaches that are currently still being researched, including methods for non-linear, hybrid, discrete-event and software/business systems, as well as, an introduction to prognosis. Fault Diagnosis of Dynamic Systems is valuable source of information for researchers and engineers starting to work on fault diagnosis and willing to have a reference guide on the main concepts and standard approaches on fault diagnosis. Readers with experience on one of the two main communities will also find it useful to learn the fundamental concepts of the other community and the synergies between them. The book is also open to researchers or academics who are already familiar with the standard approaches, since they will find a collection of advanced approaches with more specific and advanced topics or with application to different domains. Finally, engineers and researchers looking for transferable fault diagnosis methods will also find useful insights in the book.
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650 0 $a Artificial intelligence. $3 516317
650 0 $a Fault location (Engineering) $3 649702
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950 $a Intelligent Technologies and Robotics (Springer-42732)