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
Green | Nov 13, 2022
NREL report: Using photovoltaic modules with longer lifetimes is a better option than recycling
A new report from the U.S. National Renewable Energy Laboratory (NREL) says PV module lifetime extensions should be prioritized over closed-loop recycling to reduce demand for new materials.
Green | Nov 13, 2022
Global building emissions reached record levels in 2021
Carbon-dioxide emissions from building construction and operations hit an all-time high in 2021, according to the most recent data compiled by the Global Alliance for Buildings and Construction.
Wood | Nov 1, 2022
A European manufacturer says its engineered wood products can store carbon for decades
Metsä Wood, a Finland-based manufacturer of engineered wood products, says its sustainable, material-efficient products can store carbon for decades, helping to combat climate change.
Energy Efficient Roofing | Oct 28, 2022
Rooftop mini turbines can pair with solar panels
A new type of wind turbine can pair well on roofs with solar panels, offering a double source of green energy generation for buildings.
Energy-Efficient Design | Oct 24, 2022
Roadmap shows how federal buildings can reach zero embodied carbon emissions by 2050
The Rocky Mountain Institute (RMI) has released a roadmap that it says charts a path for federal buildings projects to achieve zero embodied carbon emissions by 2050.
Energy-Efficient Design | Oct 14, 2022
A DOE software suite is helping SmithGroup optimize its designs’ energy efficiency
AutoBEM can run more than 200,000 energy models in an hour.
| Sep 22, 2022
Gainesville, Fla., ordinance requires Home Energy Score during rental inspections
The city of Gainesville, Florida was recently recognized by the U.S. Dept. of Energy for an adopted ordinance that requires rental housing to receive a Home Energy Score during rental inspections.
| Sep 7, 2022
Use of GBCI building performance tools rapidly expanding
More than seven billion square feet of project space is now being tracked using Green Business Certification Inc.’s (GBCI’s) Arc performance platform.
Sponsored | BD+C University Course | Aug 24, 2022
Solutions for cladding performance and supply issues
This course covers design considerations and cladding assembly choices for creating high-performance building envelopes — a crucial element in healthy, energy-efficient buildings.
| Aug 23, 2022
New Mass. climate and energy law allows local bans on fossil fuel-powered appliances
A sweeping Massachusetts climate and energy bill recently signed into law by Republican governor Charlie Baker allows local bans on fossil fuel-powered appliances.