Assessment of noise annoyance level of shield tunneling machine drivers under noisy environments based on combined physiological activities
Sign Up to like & getrecommendations! Published in 2021 at "Applied Acoustics"
DOI: 10.1016/j.apacoust.2021.108045
Abstract: Abstract Noise annoyance is widely recognized as an expression of psychological strain in acoustic environments. It is closely related to the cognitive capability, risk perception, and decision-making ability of workers and can lead to unsafe… read more here.
Keywords: tunneling machine; noise annoyance; shield tunneling; noisy environments ... See more keywords
A Novel Hybrid Deep Neural Network Prediction Model for Shield Tunneling Machine Thrust
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3224184
Abstract: Shield thrust is a critical operational parameter during shield driving, which is of vital significance for adjusting operational parameters and ensuring efficient and safe propulsion of shield tunneling machine. In this paper, a novel hybrid… read more here.
Keywords: network; shield tunneling; prediction; tunneling machine ... See more keywords
Multiscale Variational Autoencoder Aided Convolutional Neural Network for Pose Estimation of Tunneling Machine Using a Single Monocular Image
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2021.3123546
Abstract: With the rising demand of underground construction, intelligent tunneling techniques have been increasingly studied to improve the safety and efficiency of construction. The self-positioning technology of tunneling machines is the cornerstone of intelligent tunneling, which… read more here.
Keywords: machine; neural network; tunneling machine; pose estimation ... See more keywords