Zero-shot pipeline fault detection using percussion method and multi-attribute learning model

Authors: Peng, Longguang ^a, Huang, Wenjie ^b, Zhang, Jicheng ^{b, ⁎}, Du, Guofeng ^b

Source: In Mechanical Systems and Signal Processing 1 April 2025 228

Automatic moisture content detection in concrete based on percussion method combined with deep learning

Authors: Huang, Wenjie ^a, Peng, Longguang ^b, Zheng, Zezhong ^a, Zhang, Jicheng ^a, Chen, Xingxing ^{a, ⁎}, Zhou, Bowen ^a, Zhou, Kai ^a, Zhang, Zhiyun ^a

Source: In Measurement 31 March 2025 246

A novel percussion-based approach for pipeline leakage detection with improved MobileNetV2

Authors: Peng, Longguang, Zhang, Jicheng, Li, Yuanqi, Du, Guofeng

Source: In Engineering Applications of Artificial Intelligence July 2024 133 Part F

One-dimensional residual convolutional neural network and percussion-based method for pipeline leakage and water deposit detection

Authors: Peng, Longguang, Zhang, Jicheng, Lu, Shengqing, Li, Yuanqi, Du, Guofeng

Source: Process safety and environmental protection. 177:1142-1153

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100195814155.0x000001&indx=1&recIds=ETOCvdc_100195814155.0x000001

Automatic Water Seepage Depth Detection in Concrete Structures Using Percussion Method Combined With Deep Learning Network.

Authors: Huang, Wenjie, Zhou, Kai, Zhang, Jicheng, Peng, Longguang, Du, Guofeng, Zheng, Zezhong, Li, Jun

Source: Structural Control & Health Monitoring; 1/20/2025, Vol. 2025, p1-17, 17p

Automatic pipeline fault detection using one-dimensional convolutional bidirectional long short-term memory networks with wide first-layer kernels.

Authors: Peng, Longguang, Huang, Wenjie, Du, Guofeng, Li, Yuanqi, Xu, Qiqi, Zhou, Kai, Zhang, Jicheng

Source: Structural Health Monitoring; Nov2024, Vol. 23 Issue 6, p3832-3849, 18p

Subject Terms: CONVOLUTIONAL neural networks, ACOUSTIC signal processing, WATER leakage, FEATURE extraction, AUTOMATIC identification, WATER pipelines