Artificial intelligence could help U.S. buildings to significantly reduce energy consumption and carbon emissions, according to a paper by researchers at the Lawrence Berkeley National Laboratory.
AI-driven energy use and carbon emission reductions could grow to 40% and 90% in 2050, respectively, compared with a business-as-usual scenario, the paper says. Absent energy efficiency improvements or policy support, building energy consumption would keep increasing. AI could be applied in four key categories: equipment, occupancy influence, control and operation, and design and construction.
The research focused on medium-sized office buildings in the U.S. It forecasts AI’s potential to reduce energy consumption and carbon emissions through six scenarios. These include a setting that uses current building efficiency as a baseline, as well as two business-as-usual scenarios with and without AI, and three policy-driven scenarios.
In a separate study, the International WELL Building Institute examined AI’s potential impact on building energy consumption earlier this year. IWBI said that by implementing digital twins and AI, operators could use live data feeds to automatically open or close doors and windows, or increase or decrease the strength of fans throughout a building to achieve efficiency gains.
Related Stories
| Aug 22, 2022
Less bad is no longer good enough
As we enter the next phase of our fight against climate change, I am cautiously optimistic about our sustainable future and the design industry’s ability to affect what the American Institute of Architects (AIA) calls the biggest challenge of our generation.
| Aug 16, 2022
DOE funds 18 projects developing tech to enable buildings to store carbon
The Department of Energy announced $39 million in awards for 18 projects that are developing technologies to transform buildings into net carbon storage structures.
| Aug 15, 2022
Boston high-rise will be largest Passive House office building in the world
Winthrop Center, a new 691-foot tall, mixed-use tower in Boston was recently honored with the Passive House Trailblazer award.
Hotel Facilities | Aug 12, 2022
Denver builds the nation’s first carbon-positive hotel
Touted as the nation’s first carbon-positive hotel, Populus recently broke ground in downtown Denver.
Energy Efficiency | Aug 11, 2022
Commercial Energy Efficiency: Finally “In-the-Money!”
By now, many business leaders are out in front of policymakers on prioritizing the energy transition.
| Aug 8, 2022
Mass timber and net zero design for higher education and lab buildings
When sourced from sustainably managed forests, the use of wood as a replacement for concrete and steel on larger scale construction projects has myriad economic and environmental benefits that have been thoroughly outlined in everything from academic journals to the pages of Newsweek.
Legislation | Aug 5, 2022
D.C. City Council moves to require net-zero construction by 2026
The Washington, D.C. City Council unanimously passed legislation that would require all new buildings and substantial renovations in D.C. to be net-zero construction by 2026.
Sponsored | | Aug 4, 2022
Brighter vistas: Next-gen tools drive sustainability toward net zero line
New technologies, innovations, and tools are opening doors for building teams interested in better and more socially responsible design.
Sustainability | Aug 4, 2022
To reduce disease and fight climate change, design buildings that breathe
Healthy air quality in buildings improves cognitive function and combats the spread of disease, but its implications for carbon reduction are perhaps the most important benefit.
K-12 Schools | Aug 1, 2022
Achieving a net-zero K-12 facility is a team effort
Designing a net-zero energy building is always a challenge, but renovating an existing school and applying for grants to make the project happen is another challenge entirely.
