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Prediction of cutterhead torque change trend of shield machine based on partial state visible HMM and LSTM

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Date of Publication:2024-05-16

Journal:Journal of the Franklin Institute

Volume:361

Issue:6

ISSN No.:0016-0032

Key Words:Change trends; Cutterhead torque change trend; Cutterhead torques; Decision support systems; Forecasting; Hidden Markov models; Hidden-Markov models; Memory network; Partial state; Partial state visible hidden markov model and long short-term memory network; Pitch angle; Pitch angle sequence; Shield machine; Torque

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