The Resource Data-driven Design of Fault Diagnosis and Fault-tolerant Control Systems, by Steven X. Ding, (electronic resource)

Data-driven Design of Fault Diagnosis and Fault-tolerant Control Systems, by Steven X. Ding, (electronic resource)

Label
Data-driven Design of Fault Diagnosis and Fault-tolerant Control Systems
Title
Data-driven Design of Fault Diagnosis and Fault-tolerant Control Systems
Statement of responsibility
by Steven X. Ding
Creator
Contributor
Author
Provider
Subject
Language
eng
Summary
Data-driven Design of Fault Diagnosis and Fault-tolerant Control Systems presents basic statistical process monitoring, fault diagnosis, and control methods, and introduces advanced data-driven schemes for the design of fault diagnosis and fault-tolerant control systems catering to the needs of dynamic industrial processes. With ever increasing demands for reliability, availability and safety in technical processes and assets, process monitoring and fault-tolerance have become important issues surrounding the design of automatic control systems. This text shows the reader how, thanks to the rapid development of information technology, key techniques of data-driven and statistical process monitoring and control can now become widely used in industrial practice to address these issues. To allow for self-contained study and facilitate implementation in real applications, important mathematical and control theoretical knowledge and tools are included in this book. Major schemes are presented in algorithm form and demonstrated on industrial case systems. Data-driven Design of Fault Diagnosis and Fault-tolerant Control Systems will be of interest to process and control engineers, engineering students and researchers with a control engineering background. Advances in Industrial Control aims to report and encourage the transfer of technology in control engineering. The rapid development of control technology has an impact on all areas of the control discipline. The series offers an opportunity for researchers to present an extended exposition of new work in all aspects of industrial control
Member of
http://library.link/vocab/creatorName
Ding, Steven X
Image bit depth
0
LC call number
TA174
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
SpringerLink
Series statement
Advances in Industrial Control,
http://library.link/vocab/subjectName
  • Engineering
  • Engineering design
  • Engineering
  • Engineering Design
  • Control
Label
Data-driven Design of Fault Diagnosis and Fault-tolerant Control Systems, by Steven X. Ding, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
From the Contents: Introduction -- Objectives, tasks and basic concepts -- An introduction to the representative technical processes -- Data-driven realization of the basic GLR scheme -- Principal component analysis, its variations and applications -- Partial least squares, its variations and applications
Dimensions
unknown
Extent
XX, 300 p. 106 illus., 101 illus. in color.
File format
multiple file formats
Form of item
electronic
Isbn
9781447164104
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-1-4471-6410-4
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-1-4471-6410-4
Label
Data-driven Design of Fault Diagnosis and Fault-tolerant Control Systems, by Steven X. Ding, (electronic resource)
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
From the Contents: Introduction -- Objectives, tasks and basic concepts -- An introduction to the representative technical processes -- Data-driven realization of the basic GLR scheme -- Principal component analysis, its variations and applications -- Partial least squares, its variations and applications
Dimensions
unknown
Extent
XX, 300 p. 106 illus., 101 illus. in color.
File format
multiple file formats
Form of item
electronic
Isbn
9781447164104
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-1-4471-6410-4
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-1-4471-6410-4

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