Data Intensive Industrial Asset Management is popular PDF and ePub book, written by Farhad Balali in 2020-01-22, it is a fantastic choice for those who relish reading online the Technology & Engineering genre. Let's immerse ourselves in this engaging Technology & Engineering book by exploring the summary and details provided below. Remember, Data Intensive Industrial Asset Management can be Read Online from any device for your convenience.
Data Intensive Industrial Asset Management Book PDF Summary
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.
Detail Book of Data Intensive Industrial Asset Management PDF
- Author : Farhad Balali
- Release : 22 January 2020
- Publisher : Springer Nature
- ISBN : 9783030359300
- Genre : Technology & Engineering
- Total Page : 247 pages
- Language : English
- PDF File Size : 20,6 Mb
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