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Title Smart water grids : a cyber-physical systems approach / [edited by] Panagiotis Tsakalides, Athanasia Panousopoulou, Grigorios Tsagkatakis, and Luis Montestruque
Published Boca Raton, FL : CRC Press/Taylor & Francis Group, 2018
Online access available from:
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Description 1 online resource
Contents Cover; Half Title; Title; Copyrights; Contents; Preface; About The Editors; Contributors; Section I. Theory And Design; Chapter 1. Deployment And Scheduling Of Wireless Sensor Network For Monitoring Water Grids; 1.1 Introduction And Motivation; 1.1.1 Sensor Nodes For Water Grids; 1.1.2 Current Wsn Systems For Water Grids; 1.2 Deployment Of Wsn For Monitoring Water Grids; 1.2.1 Deployment Of Static Wsns; 1.2.2 Deployment Of Mobile Wsns; 1.3 Transmission Scheduling Of Wireless Sensor Networks For Water Grids; 1.3.1 Routing; 1.3.2 Sleep/awake Scheduling
1.3.3 Transmission Time Scheduling With Wireless Energy Transmission1.3.4 Scheduling Of Wet; 1.4 Concluding Remarks And Future Directions; 1.5 Acknowledgments; 1.6 References; Chapter 2. Consensus-based Distributed Detection And State Estimation Of Biofilm In Reverse Osmosis Membranes By Wsns; 2.1 Introduction And Motivation; 2.2 Formation And Evolution Of The Biofilm; 2.2.1 Assumptions And Models; 2.3 Biofilm Monitoring By A Wireless Sensor Network; 2.3.1 Autonomous Control Of Biofilm Evolution; 2.3.2 Optimal Detection Of Biofilm Formation
2.3.3 Optimal State Estimation Of Biofilm Evolution2.4 Consensus-based Distributed Detection And Tracking; 2.4.1 Iterative Consensus Under Unreliable Links; 2.4.2 Consensus-based Distributed Detection; 2.4.3 Consensus-based Distributed State Estimation; 2.5 Numerical Results; 2.6 Concluding Remarks And Future Directions; 2.7 References; Chapter 3. Communication Optimization And Edge Analytics For Smart Water Grids; 3.1 Introduction And Motivation; 3.2 Low Power Wide Area Communication Technologies; 3.2.1 Theory Behind Lpwa Technologies; 3.2.2 Evaluation Platform
3.2.3 Experimental Methodology And Environments3.2.4 Evaluation Results; 3.3 Lossless Compression And Compressive Sensing; 3.3.1 Lossless And Lossy Compression; 3.3.2 Compressive Sensing; 3.3.3 Edge Adaptive Compression; 3.4 Edge Processing; 3.4.1 Adaptive Thresholding-based Real-time Anomaly Detection Exploiting Compression Rates; 3.4.2 Incorporating Edge Analytics And Offline Graphbased Burst Localization Algorithm; 3.5 Concluding Remarks And Future Directions; 3.6 References
Chapter 4. Matrix And Tensor Signal Modelling In Cyber Physical Systems107 Grigorios Tsagkatakis, Konstantina Fotiadou, Michalis Giannopoulos, Anastasia Aidini, Athanasia Panousopoulou, Panagiotis Tsakalides4.1 Introduction And Motivation; 4.2 Sparse Signal Coding; 4.2.1 Dictionary Learning; 4.3 Low Rank Modelling Of Matrices; 4.3.1 Matrix Recovery; 4.4 From Matrices To Tensors; 4.4.1 Tensor Decompositions; 4.4.2 Tensor Completion; 4.5 Applications In Cps Systems; 4.5.1 State-of-the-art In Cps Monitoring; 4.5.2 Recovery From Compressed Measurements; 4.5.3 Recovery From Noisy Measurements
Summary "This book will present the best practices for designing, implementing, and deploying cyber-physical systems tailored to the needs of smart water grids. These grids can utilize the intelligence, autonomy, and adaptability offered by CPS for data on consumption, new alternatives for water treatment and reusability, and the impacts of climate change on water sources and urban infrastructure. It will examine topics such as smart sensing, distributed processing, networked control, enabling technologies, and heterogeneous networked topologies, and will also include case studies which will cover different aspects of the water life cycle, such as desalination, distribution, treatment, and recycling."--Provided by publisher
Bibliography Includes bibliographical references and index
Notes Print version record
Subject Smart water grids.
Water -- Distribution.
Neural computers.
TECHNOLOGY & ENGINEERING -- Environmental -- General.
Form Electronic book
Author Montestruque, Luis A., editor.
Panousopoulou, Athanasia, editor.
Tsagkatakis, Grigorios, editor.
Tsakalides, Panagiotis, editor.
ISBN 131527180X