Automated methods for activity recognition of construction workers and equipment: State-of-the-art review

B Sherafat, CR Ahn, R Akhavian… - Journal of …, 2020 - ascelibrary.org
Equipment and workers are two important resources in the construction industry.
Performance monitoring of these resources would help project managers improve the …

Decision support in productive processes through DES and ABS in the Digital Twin era: a systematic literature review

CH dos Santos, JAB Montevechi… - … Journal of Production …, 2022 - Taylor & Francis
The use of simulation to support decision-making in productive processes (goods and
services) is already an established research field. However, with the availability of solutions …

ANN-based automated scaffold builder activity recognition through wearable EMG and IMU sensors

SS Bangaru, C Wang, SA Busam… - Automation in …, 2021 - Elsevier
Construction worker activity recognition is essential for worker performance and safety
assessment. With the development of wearable sensing technologies, many researchers …

Worker 4.0: The future of sensored construction sites

D Calvetti, P Mêda, M Chichorro Gonçalves, H Sousa - Buildings, 2020 - mdpi.com
The digitalization of the construction industry (CI) has the aim—among others—to raise the
bar of overall productivity. The craft workforce is very relevant on the overall value-chain …

[HTML][HTML] Activity recognition of construction equipment using fractional random forest

AK Langroodi, F Vahdatikhaki, A Doree - Automation in construction, 2021 - Elsevier
The monitoring and tracking of construction equipment, eg, excavators, is of great interest to
improve the productivity, safety, and sustainability of construction projects. In recent years …

Activity classification using accelerometers and machine learning for complex construction worker activities

L Sanhudo, D Calvetti, JP Martins, NMM Ramos… - Journal of Building …, 2021 - Elsevier
Automated Construction worker activity classification has the potential to not only benefit the
worker performance in terms of productivity and safety, but also the overall project …

[PDF][PDF] Automatic Recognition of Construction Worker Activities Using Deep Learning Approaches and Wearable Inertial Sensors.

S Mekruksavanich, A Jitpattanakul - Intelligent Automation & Soft …, 2023 - cdn.techscience.cn
The automated evaluation and analysis of employee behavior in an Industry 4.0-compliant
manufacturing firm are vital for the rapid and accurate diagnosis of work performance …

Two-step long short-term memory method for identifying construction activities through positional and attentional cues

J Cai, Y Zhang, H Cai - Automation in Construction, 2019 - Elsevier
Recognizing construction activities and involved working groups is critical to enhancing
construction safety and improving productivity. Most existing studies use videos that only …

Data quality and reliability assessment of wearable EMG and IMU sensor for construction activity recognition

SS Bangaru, C Wang, F Aghazadeh - Sensors, 2020 - mdpi.com
The workforce shortage is one of the significant problems in the construction industry. To
overcome the challenges due to workforce shortage, various researchers have proposed …

Exploring the links between simulation modelling and construction production planning and control: a case study on the last planner system

MA Abdelmegid, VA González… - … Planning & Control, 2023 - Taylor & Francis
Simulation modelling has been utilised as a decision-support tool for different production
systems. However, simulation uptake in construction is lagging due to several challenges …