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
| Aug 11, 2010
Concrete Solutions
About five or six years ago, officials at the University of California at Berkeley came to the conclusion that they needed to build a proper home for the university's collection of 900,000 rare Chinese, Japanese, and Korean books and materials. East Asian studies is an important curriculum at Berkeley, with more than 70 scholars teaching some 200 courses devoted to the topic, and Berkeley's pro...
| Aug 11, 2010
Piano's 'Flying Carpet'
Italian architect Renzo Piano refers to his $294 million, 264,000-sf Modern Wing of the Art Institute of Chicago as a “temple of light.” That's all well and good, but how did Piano and the engineers from London-based Arup create an almost entirely naturally lit interior while still protecting the priceless works of art in the Institute's third-floor galleries from dangerous ultravio...
| Aug 11, 2010
Bronze Award: John G. Shedd Aquarium, Chicago, Ill.
To complete the $55 million renovation of the historic John G. Shedd Aquarium in the allotted 17-month schedule, the Building Team had to move fast to renovate and update exhibit and back-of-house maintenance spaces, expand the visitor group holding area, upgrade the mechanical systems, and construct a single-story steel structure on top of the existing oceanarium to accommodate staff office sp...
| Aug 11, 2010
AIA Course: Building with concrete – Design and construction techniques
Concrete maintains a special reputation for strength, durability, flexibility, and sustainability. These associations and a host of other factors have made it one of the most widely used building materials globally in just one century. Take this free AIA/CES course from Building Design+Construction and earn 1.0 AIA learning unit.
| Aug 11, 2010
Great Solutions: Green Building
27. Next-Generation Green Roofs Sprout up in New York New York is not particularly known for its green roofs, but two recent projects may put the Big Apple on the map. In spring 2010, the Lincoln Center for the Performing Arts will debut one of the nation's first fully walkable green roofs. Located across from the Juilliard School in Lincoln Center's North Plaza, Illumination Lawn will consist ...
| Aug 11, 2010
Pioneer Courthouse: Shaking up the court
In the days when three-quarters of America was a wild, lawless no-man's land, Pioneer Courthouse in Portland, Ore., stood out as a symbol of justice and national unity. The oldest surviving federal structure in the Pacific Northwest and the second-oldest courthouse west of the Mississippi, Pioneer Courthouse was designed in 1875 by Alfred Mullett, the Supervising Architect of the Treasury.
| Aug 11, 2010
Gold Award: Eisenhower Theater, Washington, D.C.
The Eisenhower Theater in the John F. Kennedy Center for the Performing Arts in Washington, D.C., opened in 1971. By the turn of the century, after three-plus decades of heavy use, the 1,142-seat box-within-a-box playhouse on the Potomac was starting to show its age. Poor lighting and tired, worn finishes created a gloomy atmosphere.
| Aug 11, 2010
Great Solutions: Business Management
22. Commercial Properties Repositioned for University USE Tocci Building Companies is finding success in repositioning commercial properties for university use, and it expects the trend to continue. The firm's Capital Cove project in Providence, R.I., for instance, was originally designed by Elkus Manfredi (with design continued by HDS Architects) to be a mixed-use complex with private, market-...
| Aug 11, 2010
Seven tips for specifying and designing with insulated metal wall panels
Insulated metal panels, or IMPs, have been a popular exterior wall cladding choice for more than 30 years. These sandwich panels are composed of liquid insulating foam, such as polyurethane, injected between two aluminum or steel metal face panels to form a solid, monolithic unit. The result is a lightweight, highly insulated (R-14 to R-30, depending on the thickness of the panel) exterior clad...
| Aug 11, 2010
Nurturing the Community
The best seat in the house at the new Seahawks Stadium in Seattle isn't on the 50-yard line. It's in the southeast corner, at the very top of the upper bowl. "From there you have a corner-to-corner view of the field and an inspiring grasp of the surrounding city," says Kelly Kerns, project leader with architect/engineer Ellerbe Becket, Kansas City, Mo.
