The Resource Predictive Maintenance in Dynamic Systems : Advanced Methods, Decision Support Tools and Real-World Applications, edited by Edwin Lughofer, Moamar Sayed-Mouchaweh, (electronic resource)

Predictive Maintenance in Dynamic Systems : Advanced Methods, Decision Support Tools and Real-World Applications, edited by Edwin Lughofer, Moamar Sayed-Mouchaweh, (electronic resource)

Label
Predictive Maintenance in Dynamic Systems : Advanced Methods, Decision Support Tools and Real-World Applications
Title
Predictive Maintenance in Dynamic Systems
Title remainder
Advanced Methods, Decision Support Tools and Real-World Applications
Statement of responsibility
edited by Edwin Lughofer, Moamar Sayed-Mouchaweh
Contributor
Editor
Editor
Subject
Language
eng
Summary
This book provides a complete picture of several decision support tools for predictive maintenance. These include embedding early anomaly/fault detection, diagnosis and reasoning, remaining useful life prediction (fault prognostics), quality prediction and self-reaction, as well as optimization, control and self-healing techniques. It shows recent applications of these techniques within various types of industrial (production/utilities/equipment/plants/smart devices, etc.) systems addressing several challenges in Industry 4.0 and different tasks dealing with Big Data Streams, Internet of Things, specific infrastructures and tools, high system dynamics and non-stationary environments . Applications discussed include production and manufacturing systems, renewable energy production and management, maritime systems, power plants and turbines, conditioning systems, compressor valves, induction motors, flight simulators, railway infrastructures, mobile robots, cyber security and Internet of Things. The contributors go beyond state of the art by placing a specific focus on dynamic systems, where it is of utmost importance to update system and maintenance models on the fly to maintain their predictive power.
Dewey number
658.202
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsedt
  • iTndnzZLZkQ
  • VmIvqdnH2Rw
LC call number
TK1-9971
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • Lughofer, Edwin.
  • Sayed-Mouchaweh, Moamar.
http://library.link/vocab/subjectName
  • Electrical engineering
  • Quality control
  • Reliability
  • Industrial safety
  • Control engineering
  • Computational intelligence
  • Computers
  • Communications Engineering, Networks
  • Quality Control, Reliability, Safety and Risk
  • Control and Systems Theory
  • Computational Intelligence
  • Information Systems and Communication Service
Label
Predictive Maintenance in Dynamic Systems : Advanced Methods, Decision Support Tools and Real-World Applications, edited by Edwin Lughofer, Moamar Sayed-Mouchaweh, (electronic resource)
Instantiates
Publication
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 -- Predictive Maintenance and (Early) FDD in Dynamic Systems -- Beyond State-of-the-Art -- Early Fault Detection and Diagnosis Approaches -- Prognostics and Forecasting -- Self-Reaction and Self-Healing Techniques -- Applications of Predictive Maintenance with emphasize on Industry 4.0 challenges -- Conclusion
Dimensions
unknown
Edition
1st ed. 2019.
Extent
1 online resource (564 pages)
Form of item
online
Isbn
9783030056452
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-030-05645-2
Sound
unknown sound
Specific material designation
remote
System control number
  • (CKB)4970000000010066
  • (MiAaPQ)EBC5723049
  • (DE-He213)978-3-030-05645-2
  • (EXLCZ)994970000000010066
Label
Predictive Maintenance in Dynamic Systems : Advanced Methods, Decision Support Tools and Real-World Applications, edited by Edwin Lughofer, Moamar Sayed-Mouchaweh, (electronic resource)
Publication
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 -- Predictive Maintenance and (Early) FDD in Dynamic Systems -- Beyond State-of-the-Art -- Early Fault Detection and Diagnosis Approaches -- Prognostics and Forecasting -- Self-Reaction and Self-Healing Techniques -- Applications of Predictive Maintenance with emphasize on Industry 4.0 challenges -- Conclusion
Dimensions
unknown
Edition
1st ed. 2019.
Extent
1 online resource (564 pages)
Form of item
online
Isbn
9783030056452
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-030-05645-2
Sound
unknown sound
Specific material designation
remote
System control number
  • (CKB)4970000000010066
  • (MiAaPQ)EBC5723049
  • (DE-He213)978-3-030-05645-2
  • (EXLCZ)994970000000010066

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