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
| May 13, 2014
19 industry groups team to promote resilient planning and building materials
The industry associations, with more than 700,000 members generating almost $1 trillion in GDP, have issued a joint statement on resilience, pushing design and building solutions for disaster mitigation.
| May 12, 2014
Defining BIM – What do owners really want?
Given the complexities of the building process, it can be difficult for building owners to effectively communicate what they want and need with BIM. The response to the question usually is, “Give me everything.”
| May 2, 2014
Norwegian modular project set to be world's tallest timber-frame apartment building [slideshow]
A 14-story luxury apartment block in central Bergen, Norway, will be the world's tallest timber-framed multifamily project, at 49 meters (160 feet).
| May 1, 2014
Super BIM: 7 award-winning BIM/VDC-driven projects
Thom Mayne's Perot Museum of Nature and Science and Anaheim's new intermodal center are among the 2014 AIA TAP BIM Award winners.
| May 1, 2014
Chinese spec 'world's fastest' elevators for supertall project
Hitachi Elevator Co. will build and install 95 elevators—including two that the manufacturer labels as the "world's fastest"—for the Kohn Pedersen Fox-designed Guangzhou CTF Finance Center.
| Apr 23, 2014
Ahead of the crowd: How architects can utilize crowdsourcing for project planning
Advanced methods of data collection, applied both prior to design and after opening, are bringing a new focus to the entire planning process.
| Apr 23, 2014
Developers change gears at Atlantic Yards after high-rise modular proves difficult
At 32 stories, the B2 residential tower at Atlantic Yards has been widely lauded as a bellwether for modular construction. But only five floors have been completed in 18 months.
| Apr 23, 2014
Experimental bot transfers CAD plans onto construction sites
The Archibot is intended to take technical data and translate it into full-scale physical markings on construction sites.
Sponsored | | Apr 23, 2014
Ridgewood High satisfies privacy, daylight and code requirements with fire rated glass
For a recent renovation of a stairwell and exit corridors at Ridgewood High School in Norridge, Ill., the design team specified SuperLite II-XL 60 in GPX Framing for its optical clarity, storefront-like appearance, and high STC ratings.
