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Review on automated condition assessment of pipelines with machine learning
Pipelines carrying energy products play vital roles in economic wealth and public safety, but
incidents continue occurring. Condition assessment of pipelines is essential to identify …
incidents continue occurring. Condition assessment of pipelines is essential to identify …
Review of model-based and data-driven approaches for leak detection and location in water distribution systems
Z Hu, B Chen, W Chen, D Tan, D Shen - Water Supply, 2021 - iwaponline.com
Leak detection and location in water distribution systems (WDSs) is of utmost importance for
reducing water loss, which is, however, a major challenge for water utility companies. To this …
reducing water loss, which is, however, a major challenge for water utility companies. To this …
[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 …
unknown incident time making it extremely difficult to accurately label leaks in distribution …
Portable NIR spectroscopy and PLS based variable selection for adulteration detection in quinoa flour
Quinoa flour is prone to economically motivated adulteration due to its high nutritional value
and growing demand worldwide. In this study, portable near-infrared spectroscopy (NIRS) …
and growing demand worldwide. In this study, portable near-infrared spectroscopy (NIRS) …
[HTML][HTML] Addressing data limitations in leakage detection of water distribution systems: Data creation, data requirement reduction, and knowledge transfer
Leakage in water distribution systems is a significant problem worldwide, leading to wastage
of water resources, compromised water quality and excess energy consumption. Leakage …
of water resources, compromised water quality and excess energy consumption. Leakage …
Machine learning algorithm selection for windage alteration fault diagnosis of mine ventilation system
L Liu, J Liu, Q Zhou, D Huang - Advanced Engineering Informatics, 2022 - Elsevier
Abstract Machine learning algorithms have been widely used in mine fault diagnosis. The
correct selection of the suitable algorithms is the key factor that affects the fault diagnosis …
correct selection of the suitable algorithms is the key factor that affects the fault diagnosis …
A solution for water management and leakage detection problems using IoTs based approach
Water management, distribution, and consumption are not visualized in real time in
conventional systems; this delays the leakage detection process. Nowadays, an increase in …
conventional systems; this delays the leakage detection process. Nowadays, an increase in …
Automatic representation and detection of fault bearings in in-wheel motors under variable load conditions
The wear fault of the inner and outer race of bearing in an in-wheel motor is vital as the
performance of bearing effects the transmission efficiency. Unlike the commonly used …
performance of bearing effects the transmission efficiency. Unlike the commonly used …
Graph-based data mining, pattern recognition and anomaly detection for intelligent energy networks
F Grassi, G Manganini, K Kouramas - Computers & Industrial Engineering, 2024 - Elsevier
Abstract Intelligent Energy Networks play an important role in the contemporary landscape
of energy production and distribution, and the large amount of data produced by their smart …
of energy production and distribution, and the large amount of data produced by their smart …
[HTML][HTML] Digital transformation of peatland eco-innovations ('Paludiculture'): Enabling a paradigm shift towards the real-time sustainable production of 'green-friendly' …
The world is heading in the wrong direction on carbon emissions where we are not on track
to limit global warming to 1.5° C; Ireland is among the countries where overall emissions …
to limit global warming to 1.5° C; Ireland is among the countries where overall emissions …