MFCC-LSTM framework for leak detection and leak size identification in gas-liquid two-phase flow pipelines based on acoustic emission
Zhiyuan Zhang, Changhang Xu, Jing Xie, Yuan Zhang, Pengqian Liu, Zichen Liu
Topics & Concepts
Mel-frequency cepstrumAcoustic emissionPipeline transportLeakPipeline (software)Computer scienceFlow (mathematics)Speech recognitionAcousticsArtificial intelligenceFeature extractionEngineeringPhysicsMechanical engineeringEnvironmental engineeringProgramming languageMechanicsWater Systems and OptimizationGeophysical Methods and ApplicationsDrilling and Well Engineering