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Data-Driven Fault Detection and Reasoning for Industrial Monitoring

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This open access book assesses the potential of data-driven methods in industrial process monitoring engineering. The process modeling, fault detection, classification, isolation, and reasoning are studied in detail. These methods can be used to improve the safety and reliability of industrial proce...

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Furkejuvvon:
Bibliográfalaš dieđut
Váldodahkki: Wang, Jing (auth)
Eará dahkkit: Zhou, Jinglin (auth), Chen, Xiaolu (auth)
Materiálatiipa: Elektrovnnalaš Girjji oassi
Giella:eaŋgalasgiella
Almmustuhtton: Springer Nature 2022
Ráidu:Intelligent Control and Learning Systems
Fáttát:
Robotics
Artificial intelligence
Multivariate causality analysis
Process monitoring
Manifold learning
Fault diagnosis
Data modeling
Fault classification
Fault reasoning
Causal network
Probabilistic graphical model
Data-driven methods
Industrial monitoring
Open Access
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DOAB: description of the publication
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