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Data Intensive Industrial Asset Management: Iot-Based Algorithms and Implementation
Paperback
Technology & EngineeringGeneral Construction & RenovationProbability & Statistics
ISBN13: 9783030359324
Publisher: Springer Nature
Published: Jan 23 2021
Pages: 236
Weight: 0.81
Height: 0.55 Width: 6.14 Depth: 9.21
Language: English
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.
1 different editions
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Data Intensive Industrial Asset Management: Iot-Based Algorithms and Implementation
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