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 …

Industry 5.0 and triple bottom line approach in supply chain management: the state-of-the-art

V Varriale, A Cammarano, F Michelino, M Caputo - Sustainability, 2023 - mdpi.com
Digital technologies could be key to solving several open issues in the context of supply
chain management (SCM) and sustainable development. The purpose of this article is to …

Natural gas pipeline leak detection based on acoustic signal analysis and feature reconstruction

L Yao, Y Zhang, T He, H Luo - Applied Energy, 2023 - Elsevier
The natural gas pipeline leakage detection task based on acoustic signal has some
problems such as background noise coverage, lack of effective features, and low fault …

Leak detection and localization in water distribution networks using conditional deep convolutional generative adversarial networks

MM Rajabi, P Komeilian, X Wan, R Farmani - Water Research, 2023 - Elsevier
This paper explores the use of 'conditional convolutional generative adversarial
networks'(CDCGAN) for image-based leak detection and localization (LD&L) in water …

Feature selection of acoustic signals for leak detection in water pipelines

Z Xu, H Liu, G Fu, Y Zeng, Y Li - Tunnelling and Underground Space …, 2024 - Elsevier
Water pipelines often have small cracks and leaks over time due to various degradation
process. Acoustic emission technique is an outstanding method in leak detection for low cost …

Vibro-acoustic distributed sensing for large-scale data-driven leak detection on urban distribution mains

L Bykerk, J Valls Miro - Sensors, 2022 - mdpi.com
Non-surfacing leaks constitute the dominant source of water losses for utilities worldwide.
This paper presents advanced data-driven analysis methods for leak monitoring using …

Leak detection in real water distribution networks based on acoustic emission and machine learning

A Fares, IA Tijani, Z Rui, T Zayed - Environmental Technology, 2023 - Taylor & Francis
Water scarcity as well as social and economic damages caused by the increasing amounts
of non-revenue water in the water distribution networks (WDNs) have been prompting …

[HTML][HTML] Addressing data limitations in leakage detection of water distribution systems: Data creation, data requirement reduction, and knowledge transfer

Y Wu, S Liu, Z Kapelan - Water Research, 2024 - Elsevier
Leakage in water distribution systems is a significant problem worldwide, leading to wastage
of water resources, compromised water quality and excess energy consumption. Leakage …

Application of machine learning for leak localization in water supply networks

AM Yussif, H Sadeghi, T Zayed - Buildings, 2023 - mdpi.com
Water distribution networks (WDNs) in urban areas are predominantly underground for
seamless freshwater transmission. As a result, monitoring their health is often complicated …

Machine Learning Model for Leak Detection Using Water Pipeline Vibration Sensor

S Lee, B Kim - Sensors, 2023 - mdpi.com
Water leakage from aging water and wastewater pipes is a persistent problem, necessitating
the improvement of existing leak detection and response methods. In this study, we …