Data Analytics for Smart Infrastructure: Asset Management and Network Performance (1)

By: null Yang Wang and null Zhidong Li and null Bin Liang and null Hongda Tian and null Ting Guo and null Fang Chen

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Synopsis: This book presents, for the first time, data analytics for smart infrastructures. The authors draw on over a decade’s experience working with industry and demonstrating the capabilities of data analytics for infrastructure and asset management. The volume gives data-driven solutions to cover critical capabilities for infrastructure and asset management across three domains: 1) situation awareness 2) predictive analytics and 3) decision support. The reader will gain from various data analytic techniques including anomaly detection, performance evaluation, failure prediction, trend analysis, asset prioritization, smart sensing and real-time/online systems. These data analytic techniques are vital to solving problems in infrastructure and asset management. The reader will benefit from case studies drawn from critical infrastructures such as water management, structural health monitoring and rail networks. This groundbreaking work will be essential reading for those studying and practicing analytics in the context of smart infrastructure.

Book Quality:: Publisher Quality
Book Size:: 202 Pages
ISBN-13:: 9781040272589
Related ISBNs:: 9781003473893, 9781040272565, 9781032754161, 9781032754154
Publisher:: CRC Press
Date of Addition:: 01/31/25
Copyrighted By:: Yang Wang, Zhidong Li, Bin Liang, Hongda Tian, Ting Guo, and Fang Chen
Adult content:: No
Language:: English
Has Image Descriptions:: No
Categories:: Nonfiction, Business and Finance
Submitted By:: Bookshare Staff
Usage Restrictions:: This is a copyrighted book.