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 …

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 …

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 …

[HTML][HTML] Selection of heavy machinery for earthwork activities: A multi-objective optimization approach using a genetic algorithm

A Shehadeh, O Alshboul, O Tatari, MA Alzubaidi… - Alexandria engineering …, 2022 - Elsevier
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 …

Vision-based method for semantic information extraction in construction by integrating deep learning object detection and image captioning

Y Wang, B Xiao, A Bouferguene, M Al-Hussein… - Advanced Engineering …, 2022 - Elsevier
Recently, vision-based monitoring has been widely adopted in construction management to
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 …

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 …

Generalized linear model-based data analytic approach for construction equipment management

Y Yang, C Yu, RY Zhong - Advanced Engineering Informatics, 2023 - Elsevier
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 …

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 …

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 …