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    Burst Detection by Analyzing Shape Similarity of Time Series Subsequences in District Metering Areas 

    Source: Journal of Water Resources Planning and Management:;2020:;Volume ( 146 ):;issue: 001
    Author(s): Yipeng Wu; Shuming Liu
    Publisher: ASCE
    Abstract: The paper proposes a burst detection method that relies on shape similarity analysis of time series subsequences (i.e., slices of time series). Subsequence libraries are constructed using flow (or water demand) data. ...
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    Comparing Performance Indicators for Assessing and Building Resilient Water Distribution Systems 

    Source: Journal of Water Resources Planning and Management:;2020:;Volume ( 146 ):;issue: 012
    Author(s): Xuyi Zhan; Fanlin Meng; Shuming Liu; Guangtao Fu
    Publisher: ASCE
    Abstract: Water distribution systems (WDSs) are critical infrastructures that need to be resilient to cope with and quickly recover from exceptional conditions in an uncertain and challenging future. To build resilience in the design ...
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    Using Correlation between Data from Multiple Monitoring Sensors to Detect Bursts in Water Distribution Systems 

    Source: Journal of Water Resources Planning and Management:;2018:;Volume ( 144 ):;issue: 002
    Author(s): Yipeng Wu; Shuming Liu; Kate Smith; Xiaoting Wang
    Publisher: American Society of Civil Engineers
    Abstract: Many burst detection methods, including a prediction stage, have been developed in order to identify bursts in a timely manner. These methods require vast historical data to produce accurate predictions. The clustering-based ...
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    Multiple Leakage Detection and Isolation in District Metering Areas Using a Multistage Approach 

    Source: Journal of Water Resources Planning and Management:;2022:;Volume ( 148 ):;issue: 006:;page 04022021
    Author(s): Xiaoting Wang; Junyu Li; Shuming Liu; Xipeng Yu; Ziqing Ma
    Publisher: ASCE
    Abstract: Hydraulic accidents or abnormal situations, also known as leakages, cause not only water losses but also service interruptions and other negative effects. To facilitate the rapid response of water utilities and reduce water ...
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    An Efficient Constraint-Based Pruning Method to Improve Chlorine Dosage Optimization 

    Source: Journal of Water Resources Planning and Management:;2022:;Volume ( 148 ):;issue: 008:;page 04022038
    Author(s): Junyu Li; Shuming Liu; Fanlin Meng; Xue Wu; Kate Smith
    Publisher: ASCE
    Abstract: Urban water system optimization, e.g., chlorine dosage optimization, requires repeatedly running hydraulic and water quality models, which leads to significant computational and time costs for large-scale real networks. ...
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    Burst Detection in District Metering Areas Using Deep Learning Method 

    Source: Journal of Water Resources Planning and Management:;2020:;Volume ( 146 ):;issue: 006
    Author(s): Xiaoting Wang; Guancheng Guo; Shuming Liu; Yipeng Wu; Xiyan Xu; Kate Smith
    Publisher: ASCE
    Abstract: Water loss reduction is important in sustainable water resource management. As one of the main water loss control methods, early detection of hydraulic accidents in district metering areas (DMAs) has emerged as a research ...
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    Leakage Detection in Water Distribution Systems Based on Time–Frequency Convolutional Neural Network 

    Source: Journal of Water Resources Planning and Management:;2021:;Volume ( 147 ):;issue: 002:;page 04020101
    Author(s): Guancheng Guo; Xipeng Yu; Shuming Liu; Ziqing Ma; Yipeng Wu; Xiyan Xu; Xiaoting Wang; Kate Smith; Xue Wu
    Publisher: ASCE
    Abstract: Effectively detecting leaks is critical to improving leakage control management. Acoustic detection is one of the main leakage detection methods, and has been widely used in water utilities. Nevertheless, the effectiveness ...
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    Battle of the Leakage Detection and Isolation Methods 

    Source: Journal of Water Resources Planning and Management:;2022:;Volume ( 148 ):;issue: 012:;page 04022068
    Author(s): Stelios G. Vrachimis; Demetrios G. Eliades; Riccardo Taormina; Zoran Kapelan; Avi Ostfeld; Shuming Liu; Marios Kyriakou; Pavlos Pavlou; Mengning Qiu; Marios M. Polycarpou
    Publisher: ASCE
    Abstract: A key challenge in designing algorithms for leakage detection and isolation in drinking water distribution systems is the performance evaluation and comparison between methodologies using benchmarks. For this purpose, the ...
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    DSpace software copyright © 2002-2015  DuraSpace
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