Normal or abnormal? Machine learning for the leakage detection in carbon sequestration projects using pressure field data
Sign Up to like & getrecommendations! Published in 2020 at "International Journal of Greenhouse Gas Control"
DOI: 10.1016/j.ijggc.2020.103189
Abstract: Abstract The international commitments for atmospheric carbon reduction will require a rapid increase in carbon capture and storage (CCS) projects. The key to any successful CCS project lies in the long term storage and prevention… read more here.
Keywords: leakage detection; storage; machine learning; carbon ... See more keywords
Hyperclustering: High-Order Deep/Shallow Feature Clustering for Subway Shield Tunneling Water Leakage Detection
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Access"
DOI: 10.1109/access.2025.3571523
Abstract: Existing tunneling water leakage detection techniques primarily focus on traditional machine learning models, such as decision trees, SVMs, and random forests. These models struggle to handle large-scale and complex sensor data. More recent efforts using… read more here.
Keywords: feature; water leakage; leakage; leakage detection ... See more keywords
Thermally Powered Autonomous Water Leakage Detection System for District Heating Pipes
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Sensors Journal"
DOI: 10.1109/jsen.2025.3588959
Abstract: This article proposes a simple, low-cost, low-power standalone system for detecting leaks in district heating networks, employing time-domain reflectometry (TDR) powered by a twin-pipe temperature gradient. The proposed platform was implemented and experimentally validated through… read more here.
Keywords: detection; system; district heating; leakage detection ... See more keywords
Proof of Concept of an Early Urine Leakage Detection System Using an Embroidered Microwave Textile Sensor
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Sensors Journal"
DOI: 10.1109/jsen.2025.3636578
Abstract: This work focuses on the early detection of urine leakage. We present a novel embroidered textile microwave sensor for real-time leakage detection. The proposed sensor is implemented in a woven textile substrate (cotton), with the… read more here.
Keywords: leakage; textile; sensor; leakage detection ... See more keywords
State Estimation and Leakage Detection in Water Distribution Networks Using Constrained Zonotopes
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Control Systems Technology"
DOI: 10.1109/tcst.2021.3130534
Abstract: State estimation in water distribution networks (WDNs) is a challenging task due to the scarcity of measurements and the presence of several modeling uncertainties. In the literature, pseudo-measurements are often required to obtain an observable… read more here.
Keywords: leakage detection; state; water distribution; state estimation ... See more keywords
Visual Early Leakage Detection for Industrial Surveillance Environments
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2021.3120027
Abstract: Liquid leakage can cause industrial accidents. Current liquid leakage detection methods judge the leakage state by analyzing signals from special intrusion sensors, which is not ideal for early leakage because of sensor-limited sensitivity. Visual information… read more here.
Keywords: surveillance; leakage; visual early; detection ... See more keywords
Flow Measurement-Based Self-Adaptive Line Segment Clustering Model for Leakage Detection in Water Distribution Networks
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2022.3165258
Abstract: Leakage detection of water distribution networks (WDNs) plays a key role in water management. Current leakage detection methods mostly have high requirements for the installation of sensors in WDN. So, there needs an efficient and… read more here.
Keywords: leakage detection; water; segment clustering; line segment ... See more keywords
Mechanism of Pipeline Leakage Sound Generation and Leak Detection Technology Under Multiple Operational Conditions
Sign Up to like & getrecommendations! Published in 2025 at "Sensors"
DOI: 10.3390/s25237281
Abstract: Acoustic emission detection technology is widely employed for leakage detection in water supply systems. However, this approach heavily relies on extensive field data to develop feature extraction and analysis models. Since field data cannot comprehensively… read more here.
Keywords: detection; field; leakage; operational conditions ... See more keywords