An Overview of Sound Source Localization based Condition Monitoring Robots

D Lv, W Tang, G Feng, D Zhen, F Gu, AD Ball - ISA Transactions, 2024 - Elsevier
As artificial intelligence advances and demand for cost-effective equipment maintenance in
various fields increases, it is worth insightful research on utilizing robots embedded with …

[HTML][HTML] Explainable ensemble models for predicting wall thickness loss of water pipes

R Taiwo, AM Yussif, MEAB Seghier, T Zayed - Ain Shams Engineering …, 2024 - Elsevier
Abstract Water Distribution Networks (WDNs) are susceptible to pipe failures with significant
consequences. Predicting wall-thickness loss in pipes is vital for proactive maintenance and …

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 …

Wasserstein-Enabled Leaks Localization in Water Distribution Networks

A Ponti, I Giordani, A Candelieri, F Archetti - Water, 2024 - mdpi.com
Leaks in water distribution networks are estimated to account for up to 30% of the total
distributed water; moreover, the increasing demand and the skyrocketing energy cost have …

Acoustic localization approach for urban water distribution networks using machine learning method

R Zhang, AM Yussif, I Tijani, A Fares, S Tariq… - … Applications of Artificial …, 2024 - Elsevier
Leakage in water pipelines causes the loss of valuable amounts of water and can result in
considerable environmental damage. This study presents a real-time leak localization …

Data-Driven Approaches for Vibroacoustic Localization of Leaks in Water Distribution Networks

R Liu, S Tariq, IA Tijani, A Fares, B Bakhtawar… - Environmental …, 2024 - Springer
This study aims to propose Micro-electromechanical System (MEMS) accelerometers for
leak localization in the water distribution network and assess the performance of machine …

Promoting sustainable urban mobility via automated sidewalk defect detection

AM Yussif, T Zayed, R Taiwo… - Sustainable …, 2024 - Wiley Online Library
Encouraging sustainable mobility through sidewalk condition improvement is a critical
concern for urban transportation. Sidewalk condition affects pedestrian safety, satisfaction …

Forecasting Weather and Water Management Through Machine Learning

IU Hassan, ZA Lone, S Swati, A Gamal - Innovations in Machine …, 2024 - igi-global.com
A useful tool for making data-driven decisions is machine learning. Numerous issues, such
as those pertaining to weather forecasting and water management, can be resolved using it …

Pipeline Leak Detection System Using Machine Learning

C Jaswanth, GP Shiva, GNSR Raj… - 2024 IEEE …, 2024 - ieeexplore.ieee.org
Leak detection is a critical concern across various sectors due to its potential environmental,
economic, and safety implications. This paper presents a machine learning-based approach …

[PDF][PDF] Análise comparativa na precisão dos estados operacionais e tempo de processamento entre uma Rede Neural Artificial e um Simulador Hidráulico

LA Evangelista, BM Brentan, GMDS Móller - files.abrhidro.org.br
simuladores hidráulicos são importantes ferramenta para o planejamento e operação de
sistemas de abastecimento de água, uma vez que permitem a avaliação de diferentes …