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
| Sep 13, 2010
Second Time Around
A Building Team preserves the historic facade of a Broadway theater en route to creating the first green playhouse on the Great White Way.
| Sep 13, 2010
World's busiest land port also to be its greenest
A larger, more efficient, and supergreen border crossing facility is planned for the San Ysidro (Calif.) Port of Entry to better handle the more than 100,000 people who cross the U.S.-Mexico border there each day.
| Sep 13, 2010
Triple-LEED for Engineering Firm's HQ
With more than 250 LEED projects in the works, Enermodal Engineering is Canada's most prolific green building consulting firm. In 2007, with the firm outgrowing its home office in Kitchener, Ont., the decision was made go all out with a new green building. The goal: triple Platinum for New Construction, Commercial Interiors, and Existing Buildings: O&M.
| Sep 13, 2010
Stadium Scores Big with Cowboys' Fans
Jerry Jones, controversial billionaire owner of the Dallas Cowboys, wanted the team's new stadium in Arlington, Texas, to really amp up the fan experience. The organization spent $1.2 billion building a massive three-million-sf arena that seats 80,000 (with room for another 20,000) and has more than 300 private suites, some at field level-a first for an NFL stadium.
| Sep 13, 2010
'A Model for the Entire Industry'
How a university and its Building Team forged a relationship with 'the toughest building authority in the country' to bring a replacement hospital in early and under budget.
| Sep 13, 2010
Committed to the Core
How a forward-looking city government, a growth-minded university, a developer with vision, and a determined Building Team are breathing life into downtown Phoenix.
| Sep 13, 2010
3D Prototyping Goes Low-cost
Today’s less costly 3D color printers are attracting the attention of AEC firms looking to rapidly prototype designs and communicate design intent to clients.
| Aug 11, 2010
Mark McCracken named chair-elect of USGBC Board of Directors
Mark MacCracken, CEO of CALMAC, Inc., a producer of cold storage energy solutions, has been selected as Chair-elect of the U.S. Green Building Council (USGBC) Board of Directors for the 2010 calendar year. The USGBC Board of Directors is responsible for articulating and upholding the vision, values and mission of USGBC. In 2009, MacCracken was elected to serve a second 3-year term as Director in the Energy Services Seat.
