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Books > Computing & IT > Applications of computing > Databases > Data capture & analysis
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Data Intensive Industrial Asset Management - IoT-based Algorithms and Implementation (Hardcover, 1st ed. 2020)
Loot Price: R2,948
Discovery Miles 29 480
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Data Intensive Industrial Asset Management - IoT-based Algorithms and Implementation (Hardcover, 1st ed. 2020)
Expected to ship within 10 - 15 working days
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This book presents a step by step Asset Health Management
Optimization Approach Using Internet of Things (IoT). The authors
provide a comprehensive study which includes the descriptive,
diagnostic, predictive, and prescriptive analysis in detail. The
presentation focuses on the challenges of the parameter selection,
statistical data analysis, predictive algorithms, big data storage
and selection, data pattern recognition, machine learning
techniques, asset failure distribution estimation, reliability and
availability enhancement, condition based maintenance policy,
failure detection, data driven optimization algorithm, and a
multi-objective optimization approach, all of which can
significantly enhance the reliability and availability of the
system.
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