Review on environmental aspects in smart city concept: Water, waste, air pollution and transportation smart applications using IoT techniques

MY Salman, H Hasar - Sustainable Cities and Society, 2023 - Elsevier
Increasing urban populations due to factors such as more comfortable life and immigration
have turned self-sufficient traditional cities into mega-cities and caused several new …

Potential and limitations of digital twins to achieve the sustainable development goals

A Tzachor, S Sabri, CE Richards, A Rajabifard… - Nature …, 2022 - nature.com
Could computer simulation models drive our ambitions to sustainability in urban and non-
urban environments? Digital twins, defined here as real-time, virtual replicas of physical and …

State-of-the-art review on the transient flow modeling and utilization for urban water supply system (UWSS) management

HF Duan, B Pan, M Wang, L Chen… - Journal of Water …, 2020 - iwaponline.com
In the context of smart city development and rapid urbanization worldwide, urban water
supply system (UWSS) has been of vital importance to this process. This paper presents a …

A comprehensive review of acoustic based leak localization method in pressurized pipelines

Z Hu, S Tariq, T Zayed - Mechanical systems and signal processing, 2021 - Elsevier
Pipelines are widely used in the transportation of water, oil, gas, etc. Leakage in pipelines
leads to a great waste of natural resources and sometimes constitutes a public health risk …

[HTML][HTML] Leakage detection in water distribution networks via 1D CNN deep autoencoder for multivariate SCADA data

HM Tornyeviadzi, R Seidu - Engineering Applications of Artificial …, 2023 - Elsevier
Leakages are undesirable events in water distribution networks (WDNs) with mostly
unknown incident time making it extremely difficult to accurately label leaks in distribution …

Leak detection in water distribution systems by classifying vibration signals

T Yu, X Chen, W Yan, Z Xu, M Ye - Mechanical Systems and Signal …, 2023 - Elsevier
In addition to the issues of water quality and economic losses, leakages in pipe networks are
a potential danger to public safety. Early detection of water leaks in pipe networks is crucial …

Acoustic leak detection approaches for water pipelines

H Fan, S Tariq, T Zayed - Automation in Construction, 2022 - Elsevier
A reliable leak detection approach is necessary for reducing water loss caused by leakages.
Our research reviews the existing acoustic leak detection approaches, including devices for …

Data-driven application of MEMS-based accelerometers for leak detection in water distribution networks

S Tariq, B Bakhtawar, T Zayed - Science of The Total Environment, 2022 - Elsevier
Water scarcity is a global concern; 68 countries are facing extremely-high to medium-high
risk of water stress. In this era of crisis, where water conservation is an absolute necessity …

Micro-electromechanical systems-based technologies for leak detection and localization in water supply networks: A bibliometric and systematic review

S Tariq, Z Hu, T Zayed - Journal of Cleaner Production, 2021 - Elsevier
Leakages from water pipelines cause economic losses and environmental hazards. Despite
the damages, it is challenging to avoid leaks throughout the lifetime. However, leak …

Ensemble-based machine learning approach for improved leak detection in water mains

T Ravichandran, K Gavahi… - Journal of …, 2021 - iwaponline.com
This paper presents an acoustic leak detection system for distribution water mains using
machine learning methods. The problem is formulated as a binary classifier to identify leak …