Automated methods for activity recognition of construction workers and equipment: State-of-the-art review
Equipment and workers are two important resources in the construction industry.
Performance monitoring of these resources would help project managers improve the …
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 …
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 …
assessment. With the development of wearable sensing technologies, many researchers …
Worker 4.0: The future of sensored construction sites
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 …
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 …
improve the productivity, safety, and sustainability of construction projects. In recent years …
Activity classification using accelerometers and machine learning for complex construction worker activities
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 …
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 …
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
Recognizing construction activities and involved working groups is critical to enhancing
construction safety and improving productivity. Most existing studies use videos that only …
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
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 …
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 …
systems. However, simulation uptake in construction is lagging due to several challenges …