Deep learning identifies leak in water pipeline system using transient frequency response

Deeppipe: A semi-supervised learning for operating condition recognition of multi-product pipelines

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Multiple leak detection algorithm for pipe network

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Leak Detection and Topology Identification in Pipelines Using Fluid Transients and Artificial Neural Networks

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Pipeline leak localization using matched-field processing incorporating prior information of modeling error

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Gas leak detection in galvanised steel pipe with internal flow noise using convolutional neural network

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Enhanced spectrum convolutional neural architecture: An intelligent leak detection method for gas pipeline

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Deep Learning With Spatiotemporal Attention-Based LSTM for Industrial Soft Sensor Model Development

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Deep learning identifies accurate burst locations in water distribution networks

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Machine-Learning-Based Leakage-Event Identification for Smart Water Supply Systems

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A Layer-Wise Data Augmentation Strategy for Deep Learning Networks and Its Soft Sensor Application in an Industrial Hydrocracking Process

(2019) Xiaofeng Yuan et al.   IEEE Transactions on Neural Networks and Learning Systems

Identification of multiple leaks in pipeline: Linearized model, maximum likelihood, and super-resolution localization

(2018) Xun Wang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Accuracy and Sensitivity Evaluation of TFR Method for Leak Detection in Multiple-Pipeline Water Supply Systems

(2018) Huan-Feng Duan   WATER RESOURCES MANAGEMENT

Application of the Frequency Response Method for Transient Flow Analysis of Looped Pipe Networks

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Transient frequency response based leak detection in water supply pipeline systems with branched and looped junctions

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Deep learning

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Methods and models in process safety and risk management: Past, present and future

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A review of methods for burst/leakage detection and location in water distribution systems

(2015) Rui Li et al.   Water Science and Technology-Water Supply

Frequency domain analysis of pipe fluid transient behaviour

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Frequency Response Diagram for Pipeline Leak Detection: Comparing the Odd and Even Harmonics

(2013) Jinzhe Gong et al.   JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT

Head- and Flow-Based Formulations for Frequency Domain Analysis of Fluid Transients in Arbitrary Pipe Networks

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Leak detection in complex series pipelines by using the system frequency response method

(2011) Huan-Feng Duan et al.   JOURNAL OF HYDRAULIC RESEARCH

Leak detection in pipelines by frequency response method

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Case Studies of Leak Detection and Location in Water Pipe Systems by Inverse Transient Analysis

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