Prediction of cutterhead torque change trend of shield machine based on partial state visible HMM and LSTM
Release Time:2024-05-23 Hits:
Date of Publication: 2024-05-16
Journal: Journal of the Franklin Institute
Volume: 361
Issue: 6
ISSN: 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