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

| Jun 18, 2013

Report: HVAC occupancy sensors could slash building energy demand by 18%

Researchers at the DOE's Pacific Northwest National Laboratory conclude that significant energy savings can be achieved by varying ventilation levels based on the number of people in a given space.

| Jun 17, 2013

DOE launches database on energy performance of 60,000 buildings

The Energy Department today launched a new Buildings Performance Database, the largest free, publicly available database of residential and commercial building energy performance information.

| Jun 5, 2013

USGBC: Free LEED certification for projects in new markets

In an effort to accelerate sustainable development around the world, the U.S. Green Building Council is offering free LEED certification to the first projects to certify in the 112 countries where LEED has yet to take root.

| May 28, 2013

LED lighting's risks and rewards

LED lighting technology provides unique advantages, but it’s also important to understand its limitations for optimized application.

| May 17, 2013

5 things AEC pros need to know about low-e glass

Low-emissivity glasses are critical to making today’s buildings brighter, more energy-efficient, and more sustainable. Here are five tips to help AEC professionals understand the differences among low-e glasses and their impact on building performance.

| May 16, 2013

Lilker acquires DC-based EMO Energy Solutions

Lilker Associates Consulting Engineers (lilker.com), a multidisciplinary MEP engineering firm with offices in Manhattan and Long Island, announces the acquisition of EMO Energy Solutions (EMO), a Falls Church, VA-based company in the DC Metro area specializing in energy audits, energy modeling, commissioning and LEED® consultation services.

| May 15, 2013

Schneider Electric announces Global Xperience Efficiency Events for 2013

Schneider Electric’s Xperience Efficiency series will begin with events in the United States, China, Colombia, Brazil and Russia.

| May 14, 2013

Advanced turbines generate 6X more energy than conventional models

US-based wind energy company SheerWind just unveiled the INVELOX – a tunnel-based wind turbine that can produce up to 600% more power than traditional wind turbines.

| May 4, 2013

Research program offers incentives to homes, businesses toward new propane-fueled products

Propane Heat & Power Incentive Program provides up to $10,000 for qualifying generators, micro-CHP systems

| May 3, 2013

'LEED for all GSA buildings,' says GSA Green Building Advisory Committee

The Green Building Advisory Committee established by the General Services Administration, officially recommended to GSA that the LEED green building certification system be used for all GSA buildings as the best measure of building efficiency.

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