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Realtime prediction of hard rock TBM advance rate using temporal convolutional network (TCN) with tunnel construction big data

Zaobao Liu, Yongchen Wang, Long Li, Xingli Fang, Junze Wang

2022Frontiers of Structural and Civil Engineering21 citationsDOI

Topics & Concepts

Convolutional neural networkTorqueThrustMoment (physics)Computer sciencePredictive modellingAdaptabilityArtificial intelligenceSimulationEngineeringMachine learningMechanical engineeringClassical mechanicsPhysicsEcologyBiologyThermodynamicsTunneling and Rock MechanicsDrilling and Well EngineeringRock Mechanics and Modeling
Realtime prediction of hard rock TBM advance rate using temporal convolutional network (TCN) with tunnel construction big data | Litcius