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Predictive Maintenance in Dynamic Systems

Predictive Maintenance in Dynamic Systems

Advanced Methods, Decision Support Tools and Real-World Applications

by Edwin Lughofer and Moamar Sayed-Mouchaweh
Hardback
Publication Date: 25/03/2019

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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.
ISBN:
9783030056445
9783030056445
Category:
Communications engineering / telecommunications
Format:
Hardback
Publication Date:
25-03-2019
Publisher:
Springer Nature Switzerland AG
Country of origin:
Switzerland
Pages:
567
Dimensions (mm):
235x155mm
Weight:
1.03kg

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