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 | Jan 26, 2023
Corporations fall short on climate pledges by failing to embed net-zero actions into operations
Many corporations are failing to implement simple, practical steps needed for them to hit their stated decarbonization goals, according to a survey of more than 300 operations managers across key industrial sectors including construction, energy, and chemicals in the U.S., U.K., and Germany.
Green | Jan 17, 2023
Top 10 U.S. states for green building in 2022
The U.S. Green Building Council (USGBC) released its annual ranking of U.S. states leading the way on green building, with Massachusetts topping the list. The USGBC ranking is based on LEED-certified gross square footage per capita over the past year.
Cladding and Facade Systems | Dec 20, 2022
Acoustic design considerations at the building envelope
Acentech's Ben Markham identifies the primary concerns with acoustic performance at the building envelope and offers proven solutions for mitigating acoustic issues.
Green | Dec 9, 2022
Reaching carbon neutrality in building portfolios ranks high for organizations
Reaching carbon neutrality with their building portfolios ranks high in importance among sustainability goals for organizations responding to a Honeywell/Reuters survey of senior executives at 187 large, multinational corporations. Nearly nine in 10 respondents (87%) say that achieving carbon neutrality in their building portfolio is either extremely (58%) or somewhat (29%) important in relation to their overall ESG goals. Only 4% of respondents called it unimportant.
Green | Dec 9, 2022
Newly formed Net Zero Built Environment Council aims to decarbonize the built world
Global management consulting firm McKinsey recently launched the Net Zero Built Environment Council, a cross-sector coalition of industry stakeholders aiming to decarbonize the built world. The council’s chief goal is to collaboratively create new pathways to cut greenhouse gas emissions from buildings.
Office Buildings | Dec 6, 2022
‘Chicago’s healthiest office tower’ achieves LEED Gold, WELL Platinum, and WiredScore Platinum
Goettsch Partners (GP) recently completed 320 South Canal, billed as “Chicago’s healthiest office tower,” according to the architecture firm. Located across the street from Chicago Union Station and close to major expressways, the 51-story tower totals 1,740,000 sf. It includes a conference center, fitness center, restaurant, to-go market, branch bank, and a cocktail lounge in an adjacent structure, as well as parking for 324 cars/electric vehicles and 114 bicycles.
Energy Efficiency | Dec 6, 2022
Washington state’s Building Code Council mandates heat pumps in all new residential construction
The Washington State Building Code Council has voted to require heat pumps for all new residential construction starting in July 2023. The new mandate has drawn criticism over concerns that it will add costs to housing construction, especially given current supply chain challenges for heat pumps.
Geothermal Technology | Dec 6, 2022
Google spinoff uses pay-as-you-go business model to spur growth in geothermal systems
Dandelion Energy is turning to a pay-as-you-go plan similar to rooftop solar panel leasing to help property owners afford geothermal heat pump systems.
75 Top Building Products | Nov 30, 2022
75 top building products for 2022
Each year, the Building Design+Construction editorial team evaluates the vast universe of new and updated products, materials, and systems for the U.S. building design and construction market. The best-of-the-best products make up our annual 75 Top Products report.
Legislation | Nov 23, 2022
7 ways the Inflation Reduction Act will impact the building sector
HOK’s Anica Landreneau and Stephanie Miller and Smart Surfaces Coalition’s Greg Kats reveal multiple ways the IRA will benefit the built environment.
