A critical review of short-term water demand forecasting tools—what method should i use?

A Niknam, HK Zare, H Hosseininasab, A Mostafaeipour… - Sustainability, 2022 - mdpi.com
The challenge for city authorities goes beyond managing growing cities, since as cities
develop, their exposure to climate change effects also increases. In this scenario, urban …

Advanced techniques for monitoring and management of urban water infrastructures—An overview

A Hangan, CG Chiru, D Arsene, Z Czako, DF Lisman… - Water, 2022 - mdpi.com
Water supply systems are essential for a modern society. This article presents an overview
of the latest research related to information and communication technology systems for …

Use of recurrent neural network with long short-term memory for seepage prediction at Tarbela Dam, KP, Pakistan

M Ishfaque, Q Dai, N Haq, K Jadoon, SM Shahzad… - Energies, 2022 - mdpi.com
Estimating the quantity of seepage through the foundation and body of a dam using proper
health and safety monitoring is critical to the effective management of disaster risk in a …

Improving short-term water demand forecasting using evolutionary algorithms

J Stańczyk, J Kajewska-Szkudlarek, P Lipiński… - Scientific Reports, 2022 - nature.com
Modern solutions in water distribution systems are based on monitoring the quality and
quantity of drinking water. Identifying the volume of water consumption is the main element …

Application of LSTM networks for water demand prediction in optimal pump control

C Kühnert, NM Gonuguntla, H Krieg, D Nowak… - Water, 2021 - mdpi.com
Every morning, water suppliers need to define their pump schedules for the next 24 h for
drinking water production. Plans must be designed in such a way that drinking water is …

Making urban water smart: the SMART-WATER solution

G Antzoulatos, C Mourtzios, P Stournara… - Water Science and …, 2020 - iwaponline.com
The rise of Internet of Things (IoT), coupled with the advances in Artificial Intelligence
technologies and cloud-based applications, have caused fundamental changes in the way …

Projection of ecological water consumption under carbon emission in Chinese provinces

Y Wang, W Wang, Y Chen, L Wu - Journal of Cleaner Production, 2024 - Elsevier
Under the background of “double carbon”, ecological water has become one of the
significant resources to ensure the healthy and sustainable development of the regional …

The impact of the number of high temporal resolution water meters on the determinism of water consumption in a district metered area

J Stańczyk, K Pałczyński, P Dzimińska, D Ledziński… - Scientific Reports, 2023 - nature.com
Developments in data mining techniques have significantly influenced the progress of
Intelligent Water Systems (IWSs). Learning about the hydraulic conditions enables the …

[HTML][HTML] A novel data-driven rolling horizon production planning approach for the plastic industry under the uncertainty of demand and recycling rate

R Larizadeh, BM Tosarkani - Expert Systems with Applications, 2025 - Elsevier
Efficient production planning in the plastic industry requires integrating sustainability
practices, particularly the use of recycled plastics. Recycling helps reduce environmental …

[HTML][HTML] Integrating Digital Twins and Artificial Intelligence Multi-Modal Transformers into Water Resource Management: Overview and Advanced Predictive …

TA Syed, MY Khan, S Jan, S Albouq, SS Alqahtany… - AI, 2024 - mdpi.com
Various Artificial Intelligence (AI) techniques in water resource management highlight the
current methodologies' strengths and limitations in forecasting, optimization, and control. We …