Deep learning-based construction equipment operators' mental fatigue classification using wearable EEG sensor data

I Mehmood, H Li, Y Qarout, W Umer, S Anwer… - Advanced Engineering …, 2023 - Elsevier
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 …

[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 …

Validity of facial features' geometric measurements for real-time assessment of mental fatigue in construction equipment operators

I Mehmood, H Li, W Umer, A Arsalan… - Advanced Engineering …, 2022 - Elsevier
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 …

[HTML][HTML] Effects of industrial noise on physiological responses

M Masullo, RA Toma, L Maffei - Acoustics, 2022 - mdpi.com
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 …

Virtual reality overhead crane simulator

M Masullo, A Pascale, RA Toma, G Ruggiero… - Procedia Computer …, 2022 - Elsevier
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 …

Sens i-Lab: a key facility to expand the traditional approaches in experimental acoustics

L Maffei, M Masullo - INTER-NOISE and NOISE-CON Congress …, 2023 - ingentaconnect.com
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 …

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 …

[PDF][PDF] Different effects of cognitive load on overhead crane operators in a virtual reality simulator.

M Masullo, RA Toma, A Pascale, G Ruggiero, L Maffei - PSYCHOBIT, 2021 - ceur-ws.org
Cranes are commonly employed in a variety of industries. However, when they are
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 …

Machine learning-based recognition of mental fatigue in construction equipment operators using facial features.

I Mehmood, H Li, S Anwer… - … on Construction in the …, 2023 - research.polyu.edu.hk
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 …