Deviation correction strategy for the earth pressure balance shield based on shield-soil interactions

Prediction of Disc Cutter Life During Shield Tunneling with AI via the Incorporation of a Genetic Algorithm into a GMDH-Type Neural Network

Khalid Elbaz, Shui‐Long Shen, Annan Zhou et al. · Engineering · 2020 · 234 citations · Full text

Computing, Computational Engineering, Computer Science +15

Real-time analysis and regulation of EPB shield steering using Random Forest

Pin Zhang, Renpeng Chen, Huai-Na Wu · Automation in Construction · 2019 · 212 citations

Engineering, Systems Engineering, Chassis Engineering +4

Dynamic prediction for attitude and position in shield tunneling: A deep learning method

Cheng Zhou, Xu Hengcheng, Lieyun Ding et al. · Automation in Construction · 2019 · 190 citations

Computing, Computational Engineering, Computer Science +10

Predicting tunnel boring machine performance through a new model based on the group method of data handling

Mohammadreza Koopialipoor, Sayed Sepehr Nikouei, Aminaton Marto et al. · Bulletin of Engineering Geology and the Environment · 2018 · 150 citations

Engineering, Civil Engineering, Tunnel Engineering +8

Safety risk factors of metro tunnel construction in China: An integrated study with EFA and SEM

Wen Liu, Tingshen Zhao, Wei Zhou et al. · Safety Science · 2018 · 148 citations

Engineering, Civil Engineering, Construction Management +14