Deep learning technology for construction machinery and robotics

K You, C Zhou, L Ding - Automation in construction, 2023 - Elsevier
Construction machinery and robots are essential equipment for major infrastructure. The
application of deep learning technology can improve the construction quality and alleviate …

Intelligent technologies for construction machinery using data-driven methods

Z Zheng, F Wang, G Gong, H Yang, D Han - Automation in Construction, 2023 - Elsevier
Along with the rapid development of infrastructure worldwide, traditional manual operations
have been a concern that restricts the high efficiency, safety, and quality of construction …

Deep-learning-based visual data analytics for smart construction management

A Pal, SH Hsieh - Automation in Construction, 2021 - Elsevier
Visual data captured at construction sites is a rich source of information for the day-to-day
operation of construction projects. The development of deep-learning-based methods has …

Unsafe hoisting behavior recognition for tower crane based on transfer learning

W Jiang, L Ding - Automation in Construction, 2024 - Elsevier
Tower cranes commonly encounter safety accidents related to unsafe hoisting behaviors on
construction sites globally. Effectively monitoring unsafe hoisting behaviors has become a …

Construction Safety and Efficiency: Integrating Building Information Modeling into Risk Management and Project Execution

A Salzano, S Cascone, EP Zitiello, M Nicolella - Sustainability, 2024 - mdpi.com
In the evolving construction landscape, this study introduces a novel methodology
leveraging Building Information Modeling (BIM) to revolutionize safety management across …

[HTML][HTML] Deep-learning-based vision for earth-moving automation

C Borngrund, F Sandin, U Bodin - Automation in Construction, 2022 - Elsevier
Earth-moving machines are heavy-duty vehicles designed for construction operations
involving earthworks. The tasks performed by such machines typically involve navigation …

Path planning to expedite the complete transfer of distributed gravel piles with an automated wheel loader

T Kawabe, T Takei, E Imanishi - Advanced Robotics, 2021 - Taylor & Francis
This study introduces expedite the complete transfer of distributed gravel piles with an
automated wheel loader. The wheel loader scoops the gravel and unloads it onto the bed of …

Automating the Short-Loading Cycle: Survey and Integration Framework

C Borngrund, U Bodin, H Andreasson, F Sandin - Applied Sciences, 2024 - mdpi.com
The short-loading cycle is a construction task where a wheel loader scoops material from a
nearby pile in order to move that material to the tip** body of a dump truck. The short …

Application of a Machine Vision System for Controlling the Spatial Position of Construction Equipment

DA Roshchin - Measurement Techniques, 2022 - Springer
The problem of controlling the spatial position of construction equipment has been studied.
The relevance of the topic is due to the need to improve safety, quality, and speed of work …

Применение системы машинного зрения для контроля пространственного положения строительной техники

ДА Рощин - Измерительная техника, 2023 - izmt.ru
Аннотация Изучена проблема контроля пространственного положения техники в
строительстве. Актуальность темы обусловлена необходимостью повышения …