The larger a construction project is, the more complicated it is going to be to manage. Small oversights or errors can lead to exponentially greater losses in time and money.
Doxel, a new construction productivity solution, claims to simplify the construction management process to help avoid these costly loses. Doxel’s preferred solution? Robots equipped with new artificial intelligence-based computer vision software.
In addition to drones capturing the site from above, Doxel uses rovers to comb through the site and gain the most accurate, up-to-date information. Part WALL-E, part MSE-6 mouse droid from “Star Wars,” Doxel’s self-directing robots survey building sites each day to capture HD imagery and laser scans at all stages of construction. The robots can traverse uneven terrain, multiple terrain types such as rock, concrete, or dirt, and can even climb stairs. Once in the correct position, the robot will stop and take a 360-degree scan of a space before moving on to the next area.
Courtesy Doxel.
Working behind the software is a 3D semantic understanding algorithm developed by Doxel. This algorithm classifies objects in real-world construction environments with a high level of reliability. 3D computer vision was used because a 3D neural network, theoretically, requires fewer datasets for training than 2D. This new computer vision algorithm avoids the issues commonly associated with scans such as occlusion and poor visibility. It also is able to interpret clutter from installed materials.
Doxel’s algorithms classify installed components and measure quantities in real-time. This data is then cross-referenced with the project estimate to provide instant feedback of where a project stands financially. The software calculates earned value for thousands of line items to provide an exact amount owed for a day’s work.
Courtesy Doxel.
Doxel also tracks model-to-field deviations instantly to catch and correct errors early, before they cost time and money to rectify. The AI software deep links to the project schedule and detects when a crew falls behind. Alerts are sent via an integrated app notifying everyone of the delay so managers can re-prioritize and optimize labor
productivity.
Integrated cloud software makes it easy to track progress over time for things like plumbing, electrical, and mechanical. In one case study, Doxel increased productivity by 38% and helped the project team deliver the project 11% under budget.
Related Stories
Architects | Apr 30, 2015
Safdie Architects accepting applications for 2015 Research Fellowship
The program, which features a theme of “dense urbanism,” encourages participants to tackle the challenges associated with contemporary urban landscapes using new tools and solutions to create a better functioning and humane city.
Cultural Facilities | Mar 17, 2015
The High Line’s co-designer wins contract for The Underline in Miami
James Corner Field Operations will design the master plan for this 10-mile restoration project.
Energy Efficiency | Mar 4, 2015
DOE launches crowdsourcing website for technology innovators
The Oak Ridge National Laboratory launched a new crowdsourcing website called the Buildings Crowdsoucing Community to collect and share ideas by innovators for energy-efficient technologies to use in homes and buildings.
High-rise Construction | Feb 17, 2015
Work begins on Bjarke Ingels' pixelated tower in Calgary
Construction on Calgary’s newest skyscraper, the 66-story Telus Sky Tower, recently broke ground.
BIM and Information Technology | Feb 10, 2015
Google's 3D scanning camera leaves the lab
Google is said to be partnering with LG to create a version of the technology for public release sometime this year.
BIM and Information Technology | Feb 8, 2015
BIM for safety: How to use BIM/VDC tools to prevent injuries on the job site
Gilbane, Southland Industries, Tocci, and Turner are among the firms to incorporate advanced 4D BIM safety assessment and planning on projects.
HVAC | Feb 6, 2015
ASHRAE, REHVA publish guide to chilled beam systems
The guide provides tools and advice for designing, commissioning, and operating chilled-beam systems.
BIM and Information Technology | Jan 29, 2015
Lego X by Gravity elevates the toy to a digital modeling kit
With the Lego X system, users can transfer the forms they’ve created with legos into real-time digital files.
| Dec 29, 2014
Hard hat equipped with smartglass technology could enhance job site management [BD+C's 2014 Great Solutions Report]
Smart Helmet is equipped with an array of cameras that provides 360-degree vision through its glass visor, even in low light. It was named a 2014 Great Solution by the editors of Building Design+Construction.
| Dec 29, 2014
Wearable job site management system allows contractors to handle deficiencies with subtle hand and finger gestures [BD+C's 2014 Great Solutions Report]
Technology combines a smartglass visual device with a motion-sensing armband to simplify field management work. The innovation was named a 2014 Great Solution by the editors of Building Design+Construction.
