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Deep learning-based construction equipment operators' mental fatigue classification using wearable EEG sensor data
Operator attention failure due to mental fatigue during extended equipment operations is a
common cause of equipment-related accidents that result in catastrophic injuries and …
common cause of equipment-related accidents that result in catastrophic injuries and …
[HTML][HTML] Classification and Application of Deep Learning in Construction Engineering and Management–A Systematic Literature Review and Future Innovations
Q Li, Y Yang, G Yao, F Wei, R Li, M Zhu… - Case Studies in …, 2024 - Elsevier
In the ever-evolving landscape of construction engineering and management (CEM), the
dynamic and unique characteristics of construction project environments constantly present …
dynamic and unique characteristics of construction project environments constantly present …
Validity of facial features' geometric measurements for real-time assessment of mental fatigue in construction equipment operators
Operating construction equipment for extended periods of time may lead to mental fatigue
and, as a result, an increased risk of human error-related accidents and jeopardized health …
and, as a result, an increased risk of human error-related accidents and jeopardized health …
[HTML][HTML] Effects of industrial noise on physiological responses
Noise pollution is one of the most common workplace hazards. Noise exposure may induce
auditory and extra-auditory physiological and psychological alterations that affect job …
auditory and extra-auditory physiological and psychological alterations that affect job …
Virtual reality overhead crane simulator
In recent decades, government investments in occupational safety and health programs, as
well as the development and training of workers' skills have taken place. Furthermore, the …
well as the development and training of workers' skills have taken place. Furthermore, the …
Sens i-Lab: a key facility to expand the traditional approaches in experimental acoustics
Recent advances in develo** new tools and miniaturised devices to measure, analyse,
model and simulate existing or future projects are more and more influencing the way to …
model and simulate existing or future projects are more and more influencing the way to …
Training simulators for crane operators and drivers
A Аkulov, K Zhelieznov, О Zabolotny… - Engineering …, 2023 - engineering-today.com
The article deals with the use issues of modern information technology for training purposes.
In particular, use of simulation modelling to create a learning environment as close as …
In particular, use of simulation modelling to create a learning environment as close as …
[PDF][PDF] Different effects of cognitive load on overhead crane operators in a virtual reality simulator.
Cranes are commonly employed in a variety of industries. However, when they are
mishandled, they can cause several accidents. Environmental factors (eg, noises) and …
mishandled, they can cause several accidents. Environmental factors (eg, noises) and …
Automated and non-invasive mental fatigue assessment of construction equipment operators
I Mehmood - 2024 - theses.lib.polyu.edu.hk
The construction industry plays a vital role in enhancing and advancing the infrastructure,
contributing significantly to its development. However, at the same time it is labour-intensive …
contributing significantly to its development. However, at the same time it is labour-intensive …
Machine learning-based recognition of mental fatigue in construction equipment operators using facial features.
Construction equipment operators are at risk of mental fatigue, which can lead to accidents
and health problems. Real-time monitoring is necessary to prevent accidents and protect …
and health problems. Real-time monitoring is necessary to prevent accidents and protect …