AI-Powered Sustainability Scores, Energy Cost & Emissions Benchmarking and Savings Potentials

Click Here For a Free 2023 Artificial Intellegence (AI) Evaluation of Your Energy Cost & Emissions

These AI-powered applications use just a few household/dwelling unit or business characteristics to estimate energy use and emissions for any dwelling unit/commercial business in the US. The apps also provide peer cost and emissions comparisons and present information on savings available with energy efficiency improvement targets. The apps apply an AI k-nearest neighbor (KNN) analysis along with regression refinements where dwelling units or businesses from master databases are identified as belonging in the user’s “neighborhood” with a weighted distance measure that includes household/dwelling unit or business characteristics. Energy use and emissions from the nearest neighbors provide the basis for estimating the App user’s energy use and emissions. The master database includes energy use and emissions for more than 7 million households and businesses across the US. Click Here to see a comparison of traditional customer energy estimation tools and the AI KNN estimation process.

AI Energy Cost & Sustainability Assessment Tool: Sustainability Scores, Energy Cost & Emissions Comparisons -- provides AI-based analysis of residential and commercial Web visitor data with sustainailty scores, energy cost and emissions benchmarking and savings evaluations based on AI k-nearest neighbor machine learing methodology. Can be installed as a Web site button.	Natural gas utilities and gas equipment providers: AI Natural Gas Incentive Sales Widget popups quantify fuel-switching savings, emissions and energy cost savings of switching to natural gas. Customizes savings for individual households based on family characteristics and electric and natural gas prices with the AI process described below. Provided as an easy-to-install button on a Web site.	Electric Utilities: Utility Customer, Sustainability and Energy Cost Benchmarking Widgets provide utility customers with AI-based sustainability scores and energy cost comparisons with similar customers including impacts of improving energy efficiency. Increase customer satisfaction. Intiated with a Web site button which opens a pop-up widget that runs on our servers.