flexiblefullpage
billboard
interstitial1
catfish1
Currently Reading

Artificial intelligence could help reduce energy consumption by as much as 40% by 2050

Energy Efficiency

Artificial intelligence could help reduce energy consumption by as much as 40% by 2050

AI can be used for equipment, occupancy influence, operation, and design and construction.


By Peter Fabris, Contributing Editor | August 9, 2024
Artificial intelligence could help reduce energy consumption by as much as 40% by 2050  Image by Tung Nguyen from Pixabay

Image by Tung Nguyen from Pixabay

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

| May 22, 2014

Big Data meets data centers – What the coming DCIM boom means to owners and Building Teams

The demand for sophisticated facility monitoring solutions has spurred a new market segment—data center infrastructure management (DCIM)—that is likely to impact the way data center projects are planned, designed, built, and operated. 

| May 20, 2014

Kinetic Architecture: New book explores innovations in active façades

The book, co-authored by Arup's Russell Fortmeyer, illustrates the various ways architects, consultants, and engineers approach energy and comfort by manipulating air, water, and light through the layers of passive and active building envelope systems.

| May 16, 2014

BoA, USGBC to offer $25,000 grants for green affordable housing projects

The Affordable Green Neighborhoods Grant Program will offer 14 grants to developers of affordable housing in North America who are committed to building sustainable communities through the LEED for Neighborhood Development program. 

Smart Buildings | Apr 28, 2014

Cities Alive: Arup report examines latest trends in urban green spaces

From vertical farming to glowing trees (yes, glowing trees), Arup engineers imagine the future of green infrastructure in cities across the world.

| Apr 16, 2014

Upgrading windows: repair, refurbish, or retrofit [AIA course]

Building Teams must focus on a number of key decisions in order to arrive at the optimal solution: repair the windows in place, remove and refurbish them, or opt for full replacement.

| Apr 15, 2014

Avoided energy use exceeds contribution of other fuels: IEA report

Avoided energy use attributable to energy-efficiency investments has resulted in a contribution outstripping the annual consumption of oil, natural gas, electricity, and coal.

| Mar 26, 2014

Callison launches sustainable design tool with 84 proven strategies

Hybrid ventilation, nighttime cooling, and fuel cell technology are among the dozens of sustainable design techniques profiled by Callison on its new website, Matrix.Callison.com. 

| Mar 7, 2014

Thom Mayne's high-tech Emerson College LA campus opens in Hollywood [slideshow]

The $85 million, 10-story vertical campus takes the shape of a massive, shimmering aircraft hangar, housing a sculptural, glass-and-aluminum base building.

| Mar 6, 2014

AIA and almost 1,000 other businesses oppose effort to repeal energy efficiency bill

This opposition comes in response to reports that the oil and gas lobby pushed to include a repeal of Section 433 of the Energy Independence and Security Act in the bipartisan Shaheen-Portman energy efficiency bill.

| Feb 13, 2014

Extreme Conversion: Nazi bunker transformed into green power plant, war memorial

The bunker, which sat empty for over 60 years after WWII, now uses sustainable technology and will provide power to about 4,000 homes.

boombox1
boombox2
native1

More In Category

Government Buildings

One of the country’s first all-electric fire stations will use no outside energy sources

Charlotte, N.C.’s new Fire Station #30 will be one of the country’s first all-electric fire stations, using no outside energy sources other than diesel fuel for one or two of the fire trucks. Multiple energy sources will power the station, including solar roof panels and geothermal wells. The two-story building features three truck bays, two fire poles, dispatch area, contamination room, and gear storage.


Geothermal Technology

Rochester, Minn., plans extensive geothermal network

The city of Rochester, Minn., home of the famed Mayo Clinic, is going big on geothermal networks. The city is constructing Thermal Energy Networks (TENs) that consist of ambient pipe loops connecting multiple buildings and delivering thermal heating and cooling energy via water-source heat pumps.



halfpage1

Most Popular Content

  1. 2021 Giants 400 Report
  2. Top 150 Architecture Firms for 2019
  3. 13 projects that represent the future of affordable housing
  4. Sagrada Familia completion date pushed back due to coronavirus
  5. Top 160 Architecture Firms 2021