Machine learning‐based surrogate modeling for urban water networks: review and future research directions
A Garzón, Z Kapelan, J Langeveld… - Water Resources …, 2022 - Wiley Online Library
Surrogate models replace computationally expensive simulations of physically‐based
models to obtain accurate results at a fraction of the time. These surrogate models, also …
models to obtain accurate results at a fraction of the time. These surrogate models, also …
Water quality modeling in sewer networks: Review and future research directions
Urban sewer networks (SNs) are increasingly facing water quality issues as a result of many
challenges, such as population growth, urbanization and climate change. A promising way …
challenges, such as population growth, urbanization and climate change. A promising way …
Modelling and prediction of water quality by using artificial intelligence
M Hmoud Al-Adhaileh, F Waselallah Alsaade - Sustainability, 2021 - mdpi.com
Artificial intelligence methods can remarkably reduce costs for water supply and sanitation
systems and help ensure compliance with the quality of drinking and wastewater treatment …
systems and help ensure compliance with the quality of drinking and wastewater treatment …
Sustainable urban drainage systems in Spain: A diagnosis
I Andrés-Doménech, J Anta, S Perales-Momparler… - Sustainability, 2021 - mdpi.com
Sustainable urban drainage systems (SUDS) were almost unknown in Spain two decades
ago; today, urban drainage in the country is transitioning towards a more sustainable and …
ago; today, urban drainage in the country is transitioning towards a more sustainable and …
Strategies for improving optimal positioning of quality sensors in urban drainage systems for non-conservative contaminants
In the urban drainage sector, the problem of polluting discharges in sewers may act on the
proper functioning of the sewer system, on the wastewater treatment plant reliability and on …
proper functioning of the sewer system, on the wastewater treatment plant reliability and on …
[HTML][HTML] Optimal selection of monitoring sites in cities for SARS-CoV-2 surveillance in sewage networks
E Calle, D Martínez, R Brugués-i-Pujolràs… - Environment …, 2021 - Elsevier
Selecting sampling points to monitor traces of SARS-CoV-2 in sewage at the intra-urban
scale is no trivial task given the complexity of the networks and the multiple technical …
scale is no trivial task given the complexity of the networks and the multiple technical …
[HTML][HTML] A design framework for considering spatial equity in sustainable urban drainage infrastructure
The design of urban drainage systems has traditionally aimed for cost and service objectives
without considering broader socio-economic implications of design decisions. This can …
without considering broader socio-economic implications of design decisions. This can …
Locating illicit discharges in storm sewers in urban areas using multi-parameter source tracking: field validation of a toolbox composite index to prioritize high risk …
In urban areas served by separate sewerage systems, illicit connections to the storm drain
system from residences or commercial establishments are frequent whether these …
system from residences or commercial establishments are frequent whether these …
Potentialities of complex network theory tools for urban drainage networks analysis
A Simone, A Cesaro, G Del Giudice… - Water Resources …, 2022 - Wiley Online Library
Urban drainage networks (UDNs) represent important infrastructures to protect and maintain
community health and safety. For these reasons, technicians and researcher are focusing …
community health and safety. For these reasons, technicians and researcher are focusing …
Exploring the potential of utilizing unsupervised machine learning for urban drainage sensor placement under future rainfall uncertainty
J Li - Journal of Environmental Management, 2021 - Elsevier
Recently, advanced informatics and sensing techniques show promise of enabling a new
generation of smart stormwater systems, where real-time sensors are deployed to detect …
generation of smart stormwater systems, where real-time sensors are deployed to detect …