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Predictive Maintenance in Dynamic Systems - Advanced Methods, Decision Support Tools and Real-World Applications (Hardcover, 1st ed. 2019)
Loot Price: R4,301
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Predictive Maintenance in Dynamic Systems - Advanced Methods, Decision Support Tools and Real-World Applications (Hardcover, 1st ed. 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.
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