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.

Frequently asked questions

Yes, you can cancel anytime from the Subscription tab in your account settings on the Perlego website. Your subscription will stay active until the end of your current billing period. Learn how to cancel your subscription.

At the moment all of our mobile-responsive ePub books are available to download via the app. Most of our PDFs are also available to download and we're working on making the final remaining ones downloadable now. Learn more here.

Perlego offers two plans: Essential and Complete

Essential is ideal for learners and professionals who enjoy exploring a wide range of subjects. Access the Essential Library with 800,000+ trusted titles and best-sellers across business, personal growth, and the humanities. Includes unlimited reading time and Standard Read Aloud voice.
Complete: Perfect for advanced learners and researchers needing full, unrestricted access. Unlock 1.4M+ books across hundreds of subjects, including academic and specialized titles. The Complete Plan also includes advanced features like Premium Read Aloud and Research Assistant.

Both plans are available with monthly, semester, or annual billing cycles.

We are an online textbook subscription service, where you can get access to an entire online library for less than the price of a single book per month. With over 1 million books across 1000+ topics, we’ve got you covered! Learn more here.

Look out for the read-aloud symbol on your next book to see if you can listen to it. The read-aloud tool reads text aloud for you, highlighting the text as it is being read. You can pause it, speed it up and slow it down. Learn more here.

Yes! You can use the Perlego app on both iOS or Android devices to read anytime, anywhere — even offline. Perfect for commutes or when you’re on the go.
Please note we cannot support devices running on iOS 13 and Android 7 or earlier. Learn more about using the app.

Yes, you can access Data Analytics for Smart Infrastructure by Yang Wang,Zhidong Li,Bin Liang,Hongda Tian,Ting Guo,Fang Chen in PDF and/or ePUB format, as well as other popular books in Mathematics & Infrastructure. We have over one million books available in our catalogue for you to explore.

Information

Publisher

Year

eBook ISBN

Topic

Subtopic

Index

Cover Page
Half-Title Page
Title Page
Copyright Page
Contents
Preface
Author
Chapter 1 AI Empowering Infrastructure: The Road to Smartness
Chapter 2 Asset Anomaly Identification – Damage Detection in Structural Health Monitoring
Chapter 3 Network Performance Evaluation – Delay Propagation on Large Scale Railway Systems
Chapter 4 Network Status Monitoring – Signal Aspect Detection for Railway Networks
Chapter 5 Underground Vessel: Water Pipe Failure Prediction
Chapter 6 Long-Term Prediction of Water Supply Networks Condition
Chapter 7 Service Demand Prediction – Passenger Flow
Chapter 8 Prioritising Risk Assets for Infrastructure Maintenance
Chapter 9 Adapting Dynamic Behaviour Evolution in Structural Health Monitoring
Chapter 10 Smart Sensing and Preventative Maintenance
References
Index

About this book

Frequently asked questions

Information

Table of contents