Acoustic based leak location detection for water supply pipelines in urban areas via multi-task deep learning
Rui Zhang, Ali Fares, Ibrahim A. Tijani, Tarek Zayed, Zeren Jin, Abdul‐Mugis Yussif
Topics & Concepts
Computer scienceDeep learningLeakAutoencoderNoise (video)Artificial intelligenceTransfer of learningNoise reductionWaveletPipeline transportGeneralizationSupervised learningMachine learningLeak detectionPattern recognition (psychology)Deep belief networkFilter (signal processing)Artificial neural networkWavelet transformReal-time computingSemi-supervised learningField (mathematics)Discrete wavelet transformFeature learningData miningFault detection and isolationObject detectionWater Systems and OptimizationGeophysical Methods and ApplicationsGeotechnical Engineering and Underground Structures