Leakage Detection in Water Distribution Systems Based on Logarithmic Spectrogram CNN for Continuous Monitoring-Reference-Cited by-同舟云学术

Leakage Detection in Water Distribution Systems Based on Logarithmic Spectrogram CNN for Continuous Monitoring

Published:2024-06 Issue:6 Volume:150 Page:
ISSN:0733-9496
Container-title:Journal of Water Resources Planning and Management
language:en
Short-container-title:J. Water Resour. Plann. Manage.

Author:

Peng Hao¹,Xu Zhe²^ORCID,Huang Qinglong³,Qi Liqiang⁴,Wang Haitao⁵

Affiliation:

1. Master’s Student, School of Automation, Hangzhou Dianzi Univ., Hangzhou 310018, China.

2. Professor, School of Automation, Hangzhou Dianzi Univ., Hangzhou 310018, China (corresponding author). ORCID: .

3. Senior Engineer, 715 Research Institute of China Shipbuilding Group, Room 609, Building 6, Block 16, Zhuantang Science and Technology Economic Zone, Xihu District, Hangzhou, Zhejiang 310023, China.

4. Intermediate Engineer, 715 Research Institute of China Shipbuilding Group, Room 609, Building 6, Block 16, Zhuantang Science and Technology Economic Zone, Xihu District, Hangzhou, Zhejiang 310023, China.

5. Senior Engineer, Hangzhou Water Group Co. Ltd., No. 168 Jianguo South Rd., Shangcheng District, Hangzhou, Zhejiang 310009, China.

Publisher

American Society of Civil Engineers (ASCE)

Link

https://ascelibrary.org/doi/pdf/10.1061/JWRMD5.WRENG-6276

Reference24 articles.

1. Towards Achieving a Reliable Leakage Detection and Localization Algorithm for Application in Water Piping Networks: An Overview

2. Bhangale, K., and K. Mohanaprasad. 2022. Speech emotion recognition using mel frequency log spectrogram and deep convolutional neural network, 241–250. New York: Springer.

3. Review of Current Technologies and Proposed Intelligent Methodologies for Water Distributed Network Leakage Detection

4. Detecting Leaks in Water Distribution Pipes Using a Deep Autoencoder and Hydroacoustic Spectrograms

5. Spectrogram Image Feature for Sound Event Classification in Mismatched Conditions