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Literature review of data analytics for leak detection in water distribution networks: A focus on pressure and flow smart sensors
Leakage detection is one of the important aspects of water distribution management. Water
companies are exploring alternative approaches to detect leaks in a timely manner with high …
companies are exploring alternative approaches to detect leaks in a timely manner with high …
Leak detection and localization in water distribution networks using conditional deep convolutional generative adversarial networks
This paper explores the use of 'conditional convolutional generative adversarial
networks'(CDCGAN) for image-based leak detection and localization (LD&L) in water …
networks'(CDCGAN) for image-based leak detection and localization (LD&L) in water …
Leak localization in water distribution networks using Bayesian classifiers
This paper presents a method for leak localization in water distribution networks (WDNs)
based on Bayesian classifiers. Probability density functions for pressure residuals are …
based on Bayesian classifiers. Probability density functions for pressure residuals are …
Leak localization in water distribution networks using a mixed model-based/data-driven approach
This paper proposes a new method for leak localization in water distribution networks
(WDNs). In a first stage, residuals are obtained by comparing pressure measurements with …
(WDNs). In a first stage, residuals are obtained by comparing pressure measurements with …
A hybrid model-based method for leak detection in large scale water distribution networks
During the past decades, the problem of finding leaks in Water Distribution Networks (WDN)
has been challenging. The quicker detection of leaks, on one hand prevents water loss and …
has been challenging. The quicker detection of leaks, on one hand prevents water loss and …
Leak localization in water distribution networks using deep learning
This paper explores the use of deep learning for leak localization in Water Distribution
Networks (WDNs) using pressure measurements. By using a training data set including …
Networks (WDNs) using pressure measurements. By using a training data set including …
Leak detection and localization in water distribution networks by combining expert knowledge and data-driven models
Leaks represent one of the most relevant faults in water distribution networks (WDN),
resulting in severe losses. Despite the growing research interest in critical infrastructure …
resulting in severe losses. Despite the growing research interest in critical infrastructure …
Leak localization method for water-distribution networks using a data-driven model and Dempster–Shafer reasoning
This article presents a new data-driven method for leak localization in water-distribution
networks (WDNs). The method uses the information provided by a set of pressure sensors …
networks (WDNs). The method uses the information provided by a set of pressure sensors …
[HTML][HTML] Data-driven approach for leak localization in water distribution networks using pressure sensors and spatial interpolation
This paper presents a new data-driven method for leak localization in water distribution
networks. The proposed method relies on the use of available pressure measurements in …
networks. The proposed method relies on the use of available pressure measurements in …
Sensor placement for classifier-based leak localization in water distribution networks using hybrid feature selection
This paper presents a sensor placement approach for classifier-based leak localization in
water distribution networks. The proposed method is based on a hybrid feature selection …
water distribution networks. The proposed method is based on a hybrid feature selection …