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

by Tian Zhao, Adel Nasiri, Farhad Balali, et al.

Book Overview

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,...

• Format: Paperback
• Language: English
• ISBN: 3030359328
• ISBN13: 9783030359324
• Release Date: January 2021
• Publisher: Springer
• Length: 236 Pages
• Weight: 0.81 lbs.
• Dimensions: 0.6" x 6.1" x 9.2"