Automatic detection of water pipeline leakage via unsupervised learning applied on ground penetrating radar data - Yu, Zhenwei; Ye, Zihao; Zheng, Feifei; Zhang, Yiping; Shen, Yonggang (Journal of hydroinformatics, 2024)
Keywords: Accuracy; Acoustics; Algorithms; Clustering; Data collection; Deep learning; Energy; Ground penetrating radar; Hydrostatic pressure; Image analysis; Image processing; Leak detection; Leakage; Localization; Machine learning; Neural networks; Nondestructive testing; Radar; Radar data; Radar detection; Signal processing; Travel time; Uncertainty analysis; Unsupervised learning; Velocity; Water pipelines; Water pressure; Water supply