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Deep Learning–Based Automated Generation of Material Data with Object–Space Relationships for Scan to BIM
Publisher: American Society of Civil Engineers
Abstract: Conventional scan to building information modeling (BIM) automation mainly deals with geometry. However, one of its limitations is the time it takes and the costs in generating material. Therefore, this study proposes an ...
An Integrated Assessment Framework of Economic, Environmental, and Human Health Impacts Using Scan-to-BIM and Life-Cycle Assessment in Existing Buildings
Publisher: ASCE
Abstract: The significance of environmental management of existing buildings in reducing the environmental impact of the construction sector is increasingly emphasized. However, life-cycle assessment (LCA) to evaluate a building’s ...
Framework of BIM-Based Quantitative Evaluation for Enhancing Fire Safety Performance of Buildings
Publisher: ASCE
Abstract: The significance of fire inspection has been underscored to prevent building fires, which can lead to property damage and loss of life. While previous studies employed building information modeling (BIM) to evaluate fire ...
Mapping the Rescue Equipment Mobilization Potential: Decision Support Tool for Emergency Management
Publisher: American Society of Civil Engineers
Abstract: From a managerial perspective, prediagnosis of emergency response potential and decision support during rescue operations are essential for improving emergency response capability. Toward this end, this paper introduces a ...
Deep Learning–Based Automation of Scan-to-BIM with Modeling Objects from Occluded Point Clouds
Publisher: ASCE
Abstract: As-built building information modeling (BIM) currently is regarded as a tool with the potential to manage buildings efficiently in the operation and maintenance phases. However, as-built BIM modeling is a labor-intensive ...