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    3. Data Intensive Industrial Asset Management: IoT-based Algorithms and Implementation

    Data Intensive Industrial Asset Management: IoT-based Algorithms and Implementation

    Posted By: AvaxGenius
    Date: 12 Feb 2020 19:47:08
    Data Intensive Industrial Asset Management: IoT-based Algorithms and Implementation

    Data Intensive Industrial Asset Management: IoT-based Algorithms and Implementation by Farhad Balali
    English | EPUB | 2020 | 247 Pages | ISBN : 3030359298 | 37.48 MB

    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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