설명
Managing construction progress and safety is a visual process. How could Skanska leverage advances in artificial intelligence to save time and reduce jobsite risk on top of Autodesk’s BIM 360 platform? Skanska worked with Autodesk partner Smartvid.io to apply two kinds of machine learning to the challenges of progress documentation and Safety Risk reduction. Automated statistics were generated based on the detection of these risk factors in photos from Autodesk BIM 360 and used to benchmark project risks over time. For progress tracking, machine learning was used to analyze narrated jobsite walks and automatically generate searchable progress documentation. Photos from BIM 360 were indexed automatically, eliminating time spent on finding relevant photos and improving jobsite risk analysis. Managers could use search and collaboration features to find photos and videos by relevant tags, and share dynamic links to access them with both internal and external team members.
주요 학습
- Understand how you can use the data you are already collecting in photos and BIM 360 to reduce jobsite safety risk
- Learn how to explain artificial intelligence and machine learning to friends and family
- Understand Autodesk’s Forge integration platform
- Understand best practices and lessons learned when implementing Smartvid.io
발표자
- CRCatherine RoseDr. Catherine Rose leads development efforts for technical skills, software tool adoption and innovation at Skanska USA Building. Dr. Rose works closely with the Preconstruction and Planning department and BIM360 Field Implementation Managers to promote innovation and tool use across the country.Previously, Dr. Rose led all sales, marketing and research initiatives for Philips Healthcare Lighting. Dr. Rose has been awarded Edison Awards for LightAide and HealWell.Dr. Rose graduated from Stanford University with her Doctorate and Masters in Mechanical Engineering and an MBA in Finance from University of Massachusetts Lowell. She graduated summa cum laude with degrees in Mechanical Engineering, Applied Mathematics and Spanish from NCSU. Dr. Rose has been teaching BIM certificate course at UW since 2016 and is a former adjunct faculty at Merrimack College in Operations Management.
- JKJoshua KannerJosh Kanner is Founder & CEO of Smartvid.io, an AI-powered cloud platform that helps companies identify highest risk projects and act to prevent incidents from occurring.. Most recently he was co-founder of Vela Systems, a pioneer in the use of web and tablet workflows for construction and capital projects. There he led the company’s product, marketing and business development functions. Vela Systems grew from bootstrapped beginnings to include over 50% of the ENR Top Contractors as customers and deployments all over the globe. The company was successfully acquired by Autodesk in 2012 and has been rebranded as BIM 360 Field. Prior to founding Vela Systems, Josh was responsible for product management and strategy at Emptoris (now part of IBM), a web-based strategic sourcing software company with customers including Motorola, GlaxoSmithKline, Bank of America, and American Express. He still gets excited to put on a hard hat and walk a job.