Shield attitude prediction based on Bayesian-LGBM machine learning

• Main Authors: Chen, Hongyu, Li, Xinyi, Feng, Zongbao, Wang, Lei, Qin, Yawei, Skibniewski, Miroslaw J., Chen, Zhen-Song, Liu, Yang
• Other Authors: School of Civil and Environmental Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Civil engineering; Shield Attitude; Shield Construction Parameters
• Online Access: https://hdl.handle.net/10356/170842
• Institution: Nanyang Technological University

Effective shield attitude control is essential for the quality and safety of shield construction. The traditional shield attitude control method is manual control based on a driver's experience, which has the defects of hysteresis and poor reliability. This research proposes an intelligent meth...