Prediction of TBM cutterhead speed and penetration rate for high-efficiency excavation of hard rock tunnel using CNN-LSTM model with construction big data
Long Li, Zaobao Liu, Hongyuan Zhou, Jing Zhang, Wanqing Shen, J.F. Shao
Topics & Concepts
Convolutional neural networkExcavationSupport vector machineComputer scienceArtificial intelligenceRock mass classificationArtificial neural networkPenetration (warfare)Tunnel boring machinePenetration rateData miningGeotechnical engineeringEngineeringStructural engineeringOperations researchTunneling and Rock MechanicsDrilling and Well EngineeringRock Mechanics and Modeling