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Prediction model of natural gas pipeline crack evolution based on optimized DCNN-LSTM

Bin Wang, Yanbao Guo, Deguo Wang, Yuansheng Zhang, Renyang He, Jinzhong Chen

2022Mechanical Systems and Signal Processing57 citationsDOI

Topics & Concepts

Pipeline (software)Computer scienceNoise reductionNoise (video)SIGNAL (programming language)Convolutional neural networkWaveletReduction (mathematics)Series (stratigraphy)Term (time)Long-term predictionPipeline transportArtificial neural networkAlgorithmArtificial intelligenceNatural gasPattern recognition (psychology)EngineeringMathematicsGeologyTelecommunicationsPaleontologyQuantum mechanicsImage (mathematics)GeometryWaste managementPhysicsEnvironmental engineeringProgramming languageStructural Integrity and Reliability AnalysisNon-Destructive Testing TechniquesGeotechnical Engineering and Underground Structures
Prediction model of natural gas pipeline crack evolution based on optimized DCNN-LSTM | Litcius