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Benefits and challenges of using smart meters for advancing residential water demand modeling and management: A review

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Smart Metering and Water End-Use Data: Conservation Benefits and Privacy Risks
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Estimating the Determinants of Residential Water Demand in Italy
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Investigation of household water consumption using smart metering system
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Multiagent systems: algorithmic, game-theoretic, and logical foundations

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Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Understanding Apartment End-Use Water Consumption in Two Green Residential Multistory Buildings
inferred← citeshttps://doi.org/10.1061/(asce)wr.1943-5452.0001139openalex-snapshot
Impact of Emerging Water Savings Scenarios on Performance of Urban Water Networks
inferred← citeshttps://doi.org/10.1061/(asce)wr.1943-5452.0001148openalex-snapshot
Using Smart Demand-Metering Data and Customer Characteristics to Investigate Influence of Weather on Water Consumption in the UK
inferred← citeshttps://doi.org/10.1061/(asce)wr.1943-5452.0001269openalex-snapshot
Identification of Influential User Locations for Smart Meter Installation to Reconstruct the Urban Demand Pattern
inferred← citeshttps://doi.org/10.1061/(asce)wr.1943-5452.0001360openalex-snapshot
Dynamic Time Warping Clustering to Discover Socioeconomic Characteristics in Smart Water Meter Data
inferred← citeshttps://doi.org/10.1061/(asce)wr.1943-5452.0001379openalex-snapshot
Automated Household Water End-Use Disaggregation through Rule-Based Methodology
inferred← citeshttps://doi.org/10.1061/(asce)wr.1943-5452.0001498openalex-snapshot
Stochastic Approach for the Analysis of Demand Induced Transients in Real Water Distribution Systems
inferred← citeshttps://doi.org/10.1061/(asce)wr.1943-5452.0001548openalex-snapshot
Smart Water Meters Can Save Lives during the COVID-19 Pandemic
inferred← citeshttps://doi.org/10.1061/(asce)wr.1943-5452.0001633openalex-snapshot
Variability in Consumption and End Uses of Water for Residential Users in Logan and Providence, Utah, US
inferred← citeshttps://doi.org/10.1061/9780784481400.009openalex-snapshot
Network Effects of Evolving Water Demand Patterns
inferred← citeshttps://doi.org/10.1061/9780784481400.014openalex-snapshot
Analysis of University Water and Energy Consumption to Support Management and Conservation Strategies
inferred← citeshttps://doi.org/10.1061/9780784483466.094openalex-snapshot
CFPD Method for Consumption Pattern Changes Identification in a District Metering Area with Digital Water Meters
inferred← citeshttps://doi.org/10.1061/9780784485477.090openalex-snapshot
Designing and Deploying Internet-of-Things-Enabled Water Diaries to Observe Personal End Uses
inferred← citeshttps://doi.org/10.1061/9780784485477.117openalex-snapshot
Estimating Residential Outdoor Water Use with Smart Water Meter Data
inferred← citeshttps://doi.org/10.1061/9780784486184.054openalex-snapshot
Data-Driven Regression Tree Model for Predicting Residential Water Demand Using Property Characteristics
inferred← citeshttps://doi.org/10.1061/9780784486184.055openalex-snapshot
Developing Personalized End Use Datasets with an Internet-of-Things Water Diary
inferred← citeshttps://doi.org/10.1061/jwrmd5.wreng-5444openalex-snapshot
An Open-Source, Semisupervised Water End-Use Disaggregation and Classification Tool
inferred← citeshttps://doi.org/10.1061/jwrmd5.wreng-6404openalex-snapshot
Inferring Demand in Drinking Water Distribution Systems through Stratified Sampling of Billing Data for Smart Meter Installation
inferred← citeshttps://doi.org/10.1080/07900627.2019.1617114openalex-snapshot
Attitude, behaviour and choice: the role of psychosocial drivers in water demand management in Singapore
inferred← citeshttps://doi.org/10.1080/13683500.2025.2519662openalex-snapshot
Unlocking water saving potential in tourism destinations using Smart Water Meters
inferred← citeshttps://doi.org/10.1080/1573062x.2019.1633675openalex-snapshot
Using water consumption smart metering for water loss assessment in a DMA: a case study
inferred← citeshttps://doi.org/10.1080/21622515.2019.1647292openalex-snapshot
Urban water trading – hybrid water systems and niche opportunities in the urban water market – a literature review
inferred← citeshttps://doi.org/10.1088/1742-6596/3191/1/012063openalex-snapshot
Modeling and Real-Time Analysis of Leakages in WDN Using Pipe Flow Expert and LORA Technology
inferred← citeshttps://doi.org/10.1088/1748-9326/ab20d4openalex-snapshot
Shifting landscapes: decoupled urban irrigation and greenness patterns during severe drought
inferred← citeshttps://doi.org/10.1088/1748-9326/ab3761openalex-snapshot
Smart urban water systems: what could possibly go wrong?
inferred← citeshttps://doi.org/10.1088/1748-9326/ad1434openalex-snapshot
Predicting and understanding residential water use with interpretable machine learning
inferred← citeshttps://doi.org/10.1088/1755-1315/1401/1/012006openalex-snapshot
Artificial Intelligence-Based Scanner to Locate Flow Anomalies in Water Transmission and Distribution Networks
inferred← citeshttps://doi.org/10.1088/1755-1315/248/1/012059openalex-snapshot
Potency of Smart Water Flow Management at Lowland Residential Area
inferred← citeshttps://doi.org/10.1088/1757-899x/337/1/012047openalex-snapshot
Model of urban water management towards water sensitive city: a literature review
inferred← citeshttps://doi.org/10.1088/2634-4505/ac611fopenalex-snapshot
Exploring the impacts of tourism and weather on water consumption at different spatiotemporal scales: evidence from a coastal area on the Adriatic Sea (northern Italy)
inferred← citeshttps://doi.org/10.1088/2634-4505/ac8a6bopenalex-snapshot
Is smart water meter temporal resolution a limiting factor to residential water end-use classification? A quantitative experimental analysis
inferred← citeshttps://doi.org/10.1088/2634-4505/ad5e1dopenalex-snapshot
Combining wavelet-enhanced feature selection and deep learning techniques for multi-step forecasting of urban water demand
inferred← citeshttps://doi.org/10.1088/2634-4505/ae1e9copenalex-snapshot
Patterns tell human stories: towards connecting residential water use to occupant behavior in a permanent supportive housing context
inferred← citeshttps://doi.org/10.11001/jksww.2026.40.2.181openalex-snapshot
Strategies for improving water demand estimation and leakage monitoring using smart meters under limited installation conditions
inferred← citeshttps://doi.org/10.1108/jm2-04-2021-0090openalex-snapshot
Contribution of Internet of things in water supply chain management: A bibliometric and content analysis
inferred← citeshttps://doi.org/10.1108/sasbe-11-2022-0250openalex-snapshot
BIM-IoT-FM integration: strategy for implementation of sustainable water management in buildings
inferred← citeshttps://doi.org/10.1109/access.2021.3111113openalex-snapshot
Neural Network Techniques for Detecting Intra-Domestic Water Leaks of Different Magnitude
inferred← citeshttps://doi.org/10.1109/cdc.2018.8619175openalex-snapshot
Energy Disaggregation using Piecewise Affine Regression and Binary Quadratic Programming
inferred← citeshttps://doi.org/10.1109/dasa63652.2024.10836236openalex-snapshot
Analysis of Field Measurement Data for Domestic Water Demand and Diurnal Consumption
inferred← citeshttps://doi.org/10.1109/docs63458.2024.10704250openalex-snapshot
Disaggregating Household Water End-Uses: A Comparative Study Between XGBoost and TabNet
inferred← citeshttps://doi.org/10.1109/dsaa.2017.32openalex-snapshot
Predictive Classification of Water Consumption Time Series Using Non-homogeneous Markov Models
inferred← citeshttps://doi.org/10.1109/ficloud70576.2026.00027openalex-snapshot
IoT-Enabled ToD-Aware Pump Scheduling for Cost Reduction in IWS Systems
inferred← citeshttps://doi.org/10.1109/icee50131.2020.9260761openalex-snapshot
Non-intrusive Load Monitoring Using Water Consumption Patterns
inferred← citeshttps://doi.org/10.1109/icsgsc.2019.00-20openalex-snapshot
Digital Multi-Utility Data for Contemporaneous Water-Electricity-Gas End Use Categorization
inferred← citeshttps://doi.org/10.1109/jiot.2022.3187999openalex-snapshot
High-Resolution Tap-Based IoT System for Flow Data Collection and Water End-Use Analysis
inferred← citeshttps://doi.org/10.1109/mcom.001.2000263openalex-snapshot
Holistic Privacy for Electricity, Water, and Natural Gas Metering in Next Generation Smart Homes
inferred← citeshttps://doi.org/10.1109/melecon64486.2026.11418890openalex-snapshot
AI Enabled Water Savior System
inferred← citeshttps://doi.org/10.1109/smartworld-uic-atc-scalcom-iop-sci.2019.00167openalex-snapshot
Considerations on the Deployment of Heterogeneous IoT Devices For Smart Water Networks
inferred← citeshttps://doi.org/10.1109/tcst.2015.2476777openalex-snapshot
Sparse Optimization for Automated Energy End Use Disaggregation
inferred← citeshttps://doi.org/10.1111/1752-1688.70102openalex-snapshot
Evaluating the Impact of Residential Landscape Audits Using 5‐Second Water Use Data
inferred← citeshttps://doi.org/10.1111/jiec.12995openalex-snapshot
A mass balance approach to urban water analysis using multi‐resolution data
inferred← citeshttps://doi.org/10.1111/wej.12483openalex-snapshot
Integrating water‐saving schemes in the design of sanitary sewers
inferred← citeshttps://doi.org/10.11144/javeriana.iued30.maecopenalex-snapshot
Enfoques metodológicos para la estimación de coeficientes de variación diaria y horaria en redes de agua potable: revisión integrativa y modelo conceptual
inferred← citeshttps://doi.org/10.1142/s2382624x20710046openalex-snapshot
Policy Note: Digital Feedback-Based Interventions for Water Conservation
inferred← citeshttps://doi.org/10.1142/s2382624x23400088openalex-snapshot
An Economic Evaluation of the Rural Drinking Water Fee Using the System Dynamics Method
inferred← citeshttps://doi.org/10.1142/s2382624x24300032openalex-snapshot
Hydroeconomic Analysis: History, Status, and Possibilities
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