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

Green | Feb 1, 2016

Supreme Court ruling on demand response expected to benefit smart grid

Ruling allows PV owners and other small energy generators to continue to be paid wholesale rates for power they generate.

Codes and Standards | Jan 22, 2016

State Savings Calculator analyzes savings associated with energy codes

The calculator breaks down the cost-effectiveness of energy codes on a state-by-state basis.

Green | Nov 17, 2015

DOE launches new data collaborative to help cities and states boost building efficiency

The SEED Standard will help manage, standardize, share performance data.

Energy Efficiency | Nov 16, 2015

Amazon will heat its new Seattle campus with waste heat from next-door data centers

Up to 4 million kilowatt-hours of energy will be saved each year.  

Energy Efficiency | Nov 6, 2015

DOE’s Energy Asset Score diagnostic tool gets upgrade

The tool is used to assess energy efficiency of commercial and multifamily buildings.

Energy Efficiency | Oct 30, 2015

Boston’s energy reporting law shows older buildings more efficient than post-1950 structures

First year of reporting tracks 45% of commercial building space.

Energy Efficiency | Oct 28, 2015

San Francisco energy consumption benchmarking ordinance bears fruit

Efficiency has improved since 2011 law initiated.

Energy Efficiency | Oct 12, 2015

Renewables surging in mix of U.S. energy generation

‘Tectonic Shift’ as coal use plummets; wind and solar rise.

Sponsored | Energy Efficiency | Sep 28, 2015

Nation’s first zero energy retail store features metal roof, composite panels

The building, a Walgreens made with metal and composite material from Petersen Aluminum Corp., includes enough sustainable features to attempt to earn LEED Platinum status.

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