The Resource Capturing connectivity and causality in complex industrial processes, Fan Yang, Ping Duan, Sirish L. Shah, Tongwen Chen

Capturing connectivity and causality in complex industrial processes, Fan Yang, Ping Duan, Sirish L. Shah, Tongwen Chen

Label
Capturing connectivity and causality in complex industrial processes
Title
Capturing connectivity and causality in complex industrial processes
Statement of responsibility
Fan Yang, Ping Duan, Sirish L. Shah, Tongwen Chen
Creator
Contributor
Author
Subject
Genre
Language
eng
Summary
This brief reviews concepts of inter-relationship in modern industrial processes, biological and social systems. Specifically ideas of connectivity and causality within and between elements of a complex system are treated; these ideas are of great importance in analysing and influencing mechanisms, structural properties and their dynamic behaviour, especially for fault diagnosis and hazard analysis. Fault detection and isolation for industrial processes being concerned with root causes and fault propagation, the brief shows that, process connectivity and causality information can be captured in two ways: · from process knowledge: structural modeling based on first-principles structural models can be merged with adjacency/reachability matrices or topology models obtained from process flow-sheets described in standard formats; and · from process data: cross-correlation analysis, Granger causality and its extensions, frequency domain methods, information-theoretical methods, and Bayesian networks can be used to identify pair-wise relationships and network topology. These methods rely on the notion of information fusion whereby process operating data is combined with qualitative process knowledge, to give a holistic picture of the system
Member of
Cataloging source
N$T
http://library.link/vocab/creatorDate
1951-
http://library.link/vocab/creatorName
Yang, Fan
Dewey number
670
Index
no index present
LC call number
TS183
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorDate
  • 1949-
  • 1961-
http://library.link/vocab/relatedWorkOrContributorName
  • Duan, Ping
  • Shah, S. L.
  • Chen, Tongwen
Series statement
SpringerBriefs in applied sciences and technology
http://library.link/vocab/subjectName
  • Manufacturing processes
  • TECHNOLOGY & ENGINEERING
  • TECHNOLOGY & ENGINEERING
  • TECHNOLOGY & ENGINEERING
  • TECHNOLOGY & ENGINEERING
  • Ingénierie
  • Manufacturing processes
  • Engineering
  • Complexity
  • Mathematical Modeling and Industrial Mathematics
  • Control
  • Industrial Chemistry/Chemical Engineering
  • Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences
Label
Capturing connectivity and causality in complex industrial processes, Fan Yang, Ping Duan, Sirish L. Shah, Tongwen Chen
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-3-319-05380-6
Instantiates
Publication
Copyright
Antecedent source
unknown
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Introduction -- Examples of Applications for Connectivity and Causality Analysis -- Description of Connectivity and Causality -- Capturing Connectivity and Causality from Process Knowledge -- Capturing Causality from Process Data -- Case Studies
Dimensions
unknown
Extent
1 online resource.
File format
unknown
Form of item
online
Isbn
9783319053806
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Note
SpringerLink
Other control number
10.1007/978-3-319-05380-6
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)876368073
  • (OCoLC)ocn876368073
Label
Capturing connectivity and causality in complex industrial processes, Fan Yang, Ping Duan, Sirish L. Shah, Tongwen Chen
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-3-319-05380-6
Publication
Copyright
Antecedent source
unknown
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Introduction -- Examples of Applications for Connectivity and Causality Analysis -- Description of Connectivity and Causality -- Capturing Connectivity and Causality from Process Knowledge -- Capturing Causality from Process Data -- Case Studies
Dimensions
unknown
Extent
1 online resource.
File format
unknown
Form of item
online
Isbn
9783319053806
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Note
SpringerLink
Other control number
10.1007/978-3-319-05380-6
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)876368073
  • (OCoLC)ocn876368073

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