Computer Simulation

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

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

ISBN-10: 3319053795

ISBN-13: 9783319053790

This short reports recommendations of inter-relationship in sleek commercial procedures, organic and social structures. particularly principles of connectivity and causality inside and among components of a posh procedure are handled; those rules are of serious significance in analysing and influencing mechanisms, structural houses and their dynamic behaviour, in particular for fault analysis and risk research. Fault detection and isolation for commercial tactics caring with root explanations and fault propagation, the short exhibits that, strategy connectivity and causality details should be captured in ways:

·      from technique wisdom: structural modeling in line with first-principles structural types could be merged with adjacency/reachability matrices or topology versions acquired from technique flow-sheets defined in general codecs; and

·      from strategy facts: 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 tools depend on the suggestion of knowledge fusion wherein procedure working facts 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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