Data Analytics for Smart Infrastructure
Asset Management and Network Performance
Yang Wang author Bin Liang author Fang Chen author Ting Guo author Zhidong Li author Hongda Tian author
Format:Paperback
Publisher:Taylor & Francis Ltd
Publishing:31st Jan '25
£48.99
This title is due to be published on 31st January, and will be despatched as soon as possible.
This paperback is available in another edition too:
- Hardback£64.99(9781032754161)
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.
" “Data Analytics for Smart Infrastructure” is an indispensable resource for researchers, engineers, and even asset managers. The book's focus on data analytics for smart infrastructure will be of significant benefit to professionals seeking to expand their knowledge and skills in the use of analytics techniques. "
-Professor Changsheng Xu, Chinese Academy of Sciences
" “Data Science for Smart Infrastructure” is an indispensable resource that empowers professionals to harness the power of data analytics in infrastructure and asset management practices. With insightful case studies, this book showcases the transformative potential of data-driven solutions in optimizing infrastructure operations and management."
-Professor Dikai Liu, University of Technology Sydney
This book is essential for navigating the complexities of modern infrastructure management. With a focus on real-world applications and advanced techniques, it equips readers with the knowledge to optimise infrastructure and asset management through data analytics. A must-read for anyone seeking to harness the power of data for critical infrastructure systems.
-Professor Lei Wang, University of Wollongong
The book is a comprehensive exploration of data analytics for smart infrastructure, offering invaluable insights into enhancing situation awareness, predictive analytics, and decision support. Covering a range of data-driven solutions with practical applications, from service gap identification to real-time system implementation, it's an indispensable resource for professionals and researchers.
-Professor Zhiyong Wang, University of Sydney
ISBN: 9781032754154
Dimensions: unknown
Weight: unknown
184 pages