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RISVision-Based Body Pose Estimation of Excavator Using a Transformer-Based Deep-Learning Model
Publisher: American Society of Civil Engineers
Abstract: Devoted to safety, efficiency, and productivity management on construction sites, a deep-learning method termed transformer-based mechanical equipment pose network (TransMPNet) is proposed in this research to work on images ...
Project-Based As-Needed Information Retrieval from Unstructured AEC Documents
Publisher: American Society of Civil Engineers
Abstract: With the increasing complexity of architecture, engineering, and construction (AEC) projects and fast track execution of project works, written documents are becoming more and more important for project coordination, ...
Forecasting Construction and Demolition Waste Using Gene Expression Programming
Publisher: American Society of Civil Engineers
Abstract: Accurate forecasting of construction and demolition waste (CDW) generation could provide valuable information for the planning, design, and management of CDW at municipal levels. However, the lack of reliable forecasting ...
A Novel Quantitative Model for Determining Subsidy Levels to Accelerate the Replacement of In-Use Construction Equipment for Emissions Reduction
Publisher: ASCE
Abstract: Subsidy incentive programs for accelerating the replacement of construction equipment are widely considered effective for reducing emissions from construction equipment. However, there are no known effective models for ...
Assessing Residual Value of Heavy Construction Equipment Using Predictive Data Mining Model
Publisher: American Society of Civil Engineers
Abstract: Construction equipment constitutes a significant portion of investment in fixed assets by large contractors. To make the right decisions on equipment repair, rebuilding, disposal, or equipment fleet optimization to maximize ...