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 …
Trustworthy AI and robotics: Implications for the AEC industry
N Emaminejad, R Akhavian - Automation in Construction, 2022 - Elsevier
Human-technology interaction is concerned with trust as an inevitable user acceptance
requirement. As the applications of artificial intelligence (AI) and robotics emerge in the …
requirement. As the applications of artificial intelligence (AI) and robotics emerge in the …
Automated workers' ergonomic risk assessment in manual material handling using sEMG wearable sensors and machine learning
SE Mudiyanselage, PHD Nguyen, MS Rajabi… - Electronics, 2021 - mdpi.com
Manual material handling tasks have the potential to be highly unsafe from an ergonomic
viewpoint. Safety inspections to monitor body postures can help mitigate ergonomic risks of …
viewpoint. Safety inspections to monitor body postures can help mitigate ergonomic risks of …
[HTML][HTML] Selection of heavy machinery for earthwork activities: A multi-objective optimization approach using a genetic algorithm
Earthmoving activity is considered one of the most critical elements in construction projects.
The overall cost of earthmoving activity during construction projects can account for more …
The overall cost of earthmoving activity during construction projects can account for more …
Vision-based method for semantic information extraction in construction by integrating deep learning object detection and image captioning
Recently, vision-based monitoring has been widely adopted in construction management to
improve crew productivity, reduce safety risks, and facilitate site planning. However …
improve crew productivity, reduce safety risks, and facilitate site planning. However …
Construction activity recognition with convolutional recurrent networks
T Slaton, C Hernandez, R Akhavian - Automation in Construction, 2020 - Elsevier
Although heavy equipment is an indispensable resource in many construction projects, it is
often underutilized. Inefficient usage patterns and frequent idling contribute to increased …
often underutilized. Inefficient usage patterns and frequent idling contribute to increased …
Synergistic effect of integrated project delivery, lean construction, and building information modeling on project performance measures: a quantitative and qualitative …
P Nguyen, R Akhavian - Advances in Civil Engineering, 2019 - Wiley Online Library
In the recent years, owners and construction management companies have shown an
increasingly more interest in adopting approaches that result in enhanced quality and less …
increasingly more interest in adopting approaches that result in enhanced quality and less …
Generalized linear model-based data analytic approach for construction equipment management
The utilisation of equipment on construction sites can be challenging as it is expensive and
bulky with difficulties on flexible dispatching. It is therefore essential that equipment be …
bulky with difficulties on flexible dispatching. It is therefore essential that equipment be …
Analysis of the synergistic effect of data analytics and technology trends in the AEC/FM industry
S Mansouri, F Castronovo… - Journal of Construction …, 2020 - ascelibrary.org
Technological advancements focusing on effective and efficient information modeling,
visualization, resource tracking, and collaboration have gained substantial traction in the …
visualization, resource tracking, and collaboration have gained substantial traction in the …
Evaluation of software and hardware settings for audio-based analysis of construction operations
CF Cheng, A Rashidi, MA Davenport… - International Journal of …, 2019 - Springer
Various activities of construction equipment are associated with distinctive sound patterns
(eg, excavating soil, breaking rocks, etc.). Considering this fact, it is possible to extract useful …
(eg, excavating soil, breaking rocks, etc.). Considering this fact, it is possible to extract useful …