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
BuildSite introduces LEED submittal templates for green building
BuildSite, a single source of product, technical, and procurement information for construction, has introduced online submittal templates tied to BuildSite Green Data.
| Aug 11, 2010
NoricF4 custom metal ICF frames receive fire ratings, comply with antiterrorism standards for buildings
Reward Wall Systems' NoricF4 Custom Metal ICF Frames have received fire ratings of 1.5 hours to 3 hours and they have been evaluated to be in compliance with the prescriptive requirements of the Department of Defense Minimum Antiterrorism Standards for Buildings for blast/force protection.
| Aug 11, 2010
Nation's first set of green building model codes and standards announced
The International Code Council (ICC), the American Society of Heating, Refrigerating and Air Conditioning Engineers (ASHRAE), the U.S. Green Building Council (USGBC), and the Illuminating Engineering Society of North America (IES) announce the launch of the International Green Construction Code (IGCC), representing the merger of two national efforts to develop adoptable and enforceable green building codes.
| Aug 11, 2010
Earthquake engineering keeps airport grounded
Istanbul, Turkey's new 2.15 million-sf Sabiha Gökçen International Airport opened on October 31, 2009, becoming the world's largest seismically isolated building. Arup's global airport planning and engineering team, in collaboration with architects Dogan Tekeli Sami Sisa Mimarlik Ofisi and contractor LIMAK-GMR JV, working within an 18-month timeline, designed and built the facility wi...
| Aug 11, 2010
New Ways to Improve Water Efficiency
In the U.S. and most of the industrialized world, building occupants take for granted the simple convenience of filling a glass with clean, drinkable water at the kitchen sink. Yet worldwide, nearly a billion people globally have no access to safe drinking water, according to the Natural Resources Defense Council.
| Aug 11, 2010
Embassy's dual façades add security and beauty
The British government's new 46,285-sf embassy building in Warsaw, Poland's diplomatic quarter houses the ambassador's offices, the consulate, and visa services on three floors. The $20 million Modernist design by London-based Tony Fretton Architects features a double façade—an inner concrete super structure and an outer curtain wall.
| Aug 11, 2010
Cost of HVAC equipment to remain flat in 2009, says Turner
While some manufacturers have announced slight increases in facilities equipment pricing for 2009, the average cost of equipment is expected to remain flat in 2009, according to the 2009 Turner Logistics Equipment Cost Index. However, equipment pricing could face increased pressure if there is a further decline in market demand.
| Aug 11, 2010
Toronto mandates green roofs
The city of Toronto late last month passed a new green roof by-law that consists of a green roof construction standard and a mandatory requirement for green roofs on all classes of new buildings. The by-law requires up to 50% green roof coverage on multi-unit residential dwellings over six stories, schools, nonprofit housing, and commercial and industrial buildings.
| Aug 11, 2010
Robotic storage facility protects exotic automobiles, fine wines, artwork
Miller Construction Company, Fort Lauderdale, Fla., has completed construction on a high-tech robotic storage facility designed to store and protect valued possessions such as exotic automobiles, fine wines, artwork, and jewelry. Designed and built to resist Category 5 hurricanes, the RoboVault facility features automated storage retrieval, biometric recognition, private access with 24/7 securi...
