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


Data Intensive Industrial Asset Management: IoT-based Algorithms and Implementation
By 作者: Farhad Balali - Jessie Nouri - Adel Nasiri - Tian Zhao
ISBN-10 书号: 3030359298
ISBN-13 书号: 9783030359294
Edition 版本: 1st ed. 2020
Release Finelybook 出版日期: 2020-01-23
: Hardcover (236 )
9
The Book Description robot was collected from Amazon and arranged by Finelybook
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.

下载地址 DOWNLOAD隐藏内容需1积分,请先!没有帐号? 注 册 一个!
觉得文章有用就打赏一下文章作者
未经允许不得转载:finelybook » Data Intensive Industrial Asset Management: IoT-based Algorithms and Implementation
分享到: 更多 (0)

评论 抢沙发

  • 昵称 (必填)
  • 邮箱 (必填)
  • 网址

觉得文章有用就打赏一下文章作者

支付宝扫一扫打赏

微信扫一扫打赏