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
| Apr 23, 2012
Thornton Tomasetti project wins AISC Merit Award
Thornton Tomasetti provided structural design services through construction administration to architect HOK for the 1.6-million-sf tower and tiara structure, which comprises 15 steel tube arches spanning approximately 158 feet horizontally and 130 feet vertically from the top of the main building roof.
| Apr 19, 2012
HBD Construction names Steven Meeks vice president
Meeks will provide expertise for the company in its many diverse areas of construction projects including health care, senior living, education and retail.
| Apr 17, 2012
Princeton Review releases “Guide to 322 Green Colleges”
The guide profiles 322 institutions of higher education in the U.S. and Canada that demonstrate notable commitments to sustainability in their academic offerings, campus infrastructure, activities and career preparation.
| Apr 17, 2012
FMI report examines federal construction trends
Given the rapid transformations occurring in the federal construction sector, FMI examines the key forces accelerating these changes, as well as their effect on the industry.
| Apr 16, 2012
University of Michigan study seeks to create efficient building design
The result, the researchers say, could be technologies capable of cutting the carbon footprint created by the huge power demands buildings place on the nation’s electrical grid.
| Apr 16, 2012
UNT lab designed to study green energy technologies completed
Lab to test energy technologies and systems in order to achieve a net-zero consumption of energy.
| Apr 16, 2012
Batson-Cook breaks ground on senior living center in Brunswick, Ga.
Marks the third Benton House project constructed by Batson-Cook.
| Apr 13, 2012
Best Commercial Modular Buildings Recognized
Judges scored building entries on a number of criteria including architectural excellence, technical innovation, cost effectiveness, energy efficiency, and calendar days to complete, while marketing pieces were judged on strategy, implementation, and quantifiable results. Read More
| Apr 6, 2012
Flat tower green building concept the un-skycraper
A team of French designers unveil the “Flat Tower” design, a second place winner in the 2011 eVolo skyscraper competition.
| Apr 4, 2012
San Antonio animal hospital earns LEED Platinum certification
Middleman Construction Company builds the city?s first commercial building to earn certification.