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

A Cominola, M Giuliani, D Piga, A Castelletti… - … Modelling & Software, 2015 - Elsevier
Over the last two decades, water smart metering programs have been launched in a number
of medium to large cities worldwide to nearly continuously monitor water consumption at the …

Smart infrastructure: a vision for the role of the civil engineering profession in smart cities

EZ Berglund, JG Monroe, I Ahmed… - Journal of …, 2020 - ascelibrary.org
Smart city programs provide a range of technologies that can be applied to solve
infrastructure problems associated with ageing infrastructure and increasing demands. The …

Comprehensive environmental assessment of rainwater harvesting systems: a literature review

A Teston, T Piccinini Scolaro, J Kuntz Maykot, E Ghisi - Water, 2022 - mdpi.com
The feasibility of installing rainwater harvesting systems in buildings is usually defined
based primarily on economic analysis. In this perspective, we reviewed the literature related …

Smart meters data for modeling and forecasting water demand at the user-level

JE Pesantez, EZ Berglund, N Kaza - Environmental Modelling & Software, 2020 - Elsevier
Smart meters installed at the user-level provide a new data source for managing water
infrastructure. This research explores the use of machine learning methods, including …

Rethinking the framework of smart water system: A review

J Li, X Yang, R Sitzenfrei - Water, 2020 - mdpi.com
Throughout the past years, governments, industries, and researchers have shown
increasing interest in incorporating smart techniques, including sensor monitoring, real-time …

Integrated intelligent water-energy metering systems and informatics: Visioning a digital multi-utility service provider

RA Stewart, K Nguyen, C Beal, H Zhang… - … Modelling & Software, 2018 - Elsevier
Advanced metering technologies coupled with informatics creates an opportunity to form
digital multi-utility service providers. These providers will be able to concurrently collect a …

Re-engineering traditional urban water management practices with smart metering and informatics

KA Nguyen, RA Stewart, H Zhang, O Sahin… - … modelling & software, 2018 - Elsevier
Current practice for the design of an urban water system usually relies on various models
that are often founded on a number of assumptions on how bulk water consumption is …

Machine learning and data analytic techniques in digital water metering: A review

MS Rahim, KA Nguyen, RA Stewart, D Giurco… - Water, 2020 - mdpi.com
Digital or intelligent water meters are being rolled out globally as a crucial component in
improving urban water management. This is because of their ability to frequently send water …

[HTML][HTML] Urban water consumption at multiple spatial and temporal scales. A review of existing datasets

A Di Mauro, A Cominola, A Castelletti, A Di Nardo - Water, 2021 - mdpi.com
Over the last three decades, the increasing development of smart water meter trials and the
rise of demand management has fostered the collection of water demand data at …

Novel bottom-up urban water demand forecasting model: Revealing the determinants, drivers and predictors of residential indoor end-use consumption

AA Makki, RA Stewart, CD Beal… - Resources, Conservation …, 2015 - Elsevier
The purpose of this comprehensive study was to explore the principal determinants of six
residential indoor water end-use consumption categories at the household scale (ie namely …