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Scan to BIM Using Deep Learning and AI

point cloud image of Scan to BIM Using AI
Scan to BIM Using AI

Researchers in the Oregon State University College of Engineering are looking for a better, faster way for architects and engineers to design, construct and manage buildings using scan to BIM.

From an article in the Newsroom at Oregon State University by Steve Lundeberg.

The group of construction, geomatics and computer science researchers will work at developing building information models, or BIMs, from lidar data. Lidar, short for light detection and ranging, is a remote sensing method that produces measurements based on reflected laser pulses. Geomatics refers to the measurement, analysis and management of data relating to the Earth and the built environment.

“Our team is turning lidar data into BIMs by automating the tedious and time-consuming manual work required to develop and maintain a BIM,” said Yelda Turkan, the project’s lead principal investigator. “We are doing this with deep learning algorithms to process the lidar data. Modelers – the people who convert lidar data into BIMs – will be able to model buildings within hours instead of weeks and thus transform how the built environment is managed and maintained.”

BIMs are used to create and document building and infrastructure designs. Each detail of a building comprises a model used to explore design options and to create visualizations that help people understand what a building will look like before it’s constructed. The model is also used to generate the design documentation needed for the construction process.

BIMs are also used for managing existing buildings, facilities and infrastructure. This can be more challenging than using BIM for design because what exists in the real world, including imperfections, must be captured and modeled.

The end product of the OSU team’s work will be a combination of a database and a deep learning framework that accelerates the creation of BIMs from lidar data, Turkan said.

The project is part of a National Science Foundation effort to drive transformative research in artificial intelligence and quantum technology.

For the complete article on scan to BIM using AI CLICK HERE.

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