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portada Data Intensive Industrial Asset Management: Iot-Based Algorithms and Implementation
Type
Physical Book
Publisher
Author
Year
2020
Language
English
Pages
236
Format
Hardcover
ISBN13
9783030359294
Edition No.
1
Categories

Data Intensive Industrial Asset Management: Iot-Based Algorithms and Implementation

Farhad Balali; Jessie Nouri; Adel Nasiri (Author) · Springer · Hardcover

Data Intensive Industrial Asset Management: Iot-Based Algorithms and Implementation - Farhad Balali; Jessie Nouri; Adel Nasiri

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Synopsis "Data Intensive Industrial Asset Management: Iot-Based Algorithms and Implementation "

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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