Capturing Connectivity and Causality in Complex Industrial by Fan Yang,Ping Duan,Sirish L. Shah,Tongwen Chen PDF

By Fan Yang,Ping Duan,Sirish L. Shah,Tongwen Chen

This short experiences techniques of inter-relationship in glossy business strategies, organic and social platforms. in particular principles of connectivity and causality inside and among parts of a posh approach are handled; those rules are of serious significance in analysing and influencing mechanisms, structural homes and their dynamic behaviour, particularly for fault analysis and threat research. Fault detection and isolation for business approaches caring with root factors and fault propagation, the short exhibits that, strategy connectivity and causality details should be captured in ways:

·      from technique wisdom: structural modeling in accordance with first-principles structural versions should be merged with adjacency/reachability matrices or topology versions received from approach flow-sheets defined in ordinary codecs; and

·      from method info: cross-correlation research, Granger causality and its extensions, frequency area tools, information-theoretical tools, and Bayesian networks can be utilized to spot pair-wise relationships and community topology.

These equipment depend upon the concept of data fusion wherein method working info is mixed with qualitative technique wisdom, to provide a holistic photo of the system.

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Capturing Connectivity and Causality in Complex Industrial Processes (SpringerBriefs in Applied Sciences and Technology) by Fan Yang,Ping Duan,Sirish L. Shah,Tongwen Chen


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