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Full-Text Articles in Physical Sciences and Mathematics

Data From: Machine Learning Predictions Of Electricity Capacity, Marcus Harris, Elizabeth Kirby, Ameeta Agrawal, Rhitabrat Pokharel, Francis Puyleart, Martin Zwick Dec 2022

Data From: Machine Learning Predictions Of Electricity Capacity, Marcus Harris, Elizabeth Kirby, Ameeta Agrawal, Rhitabrat Pokharel, Francis Puyleart, Martin Zwick

Systems Science Faculty Datasets

This research applies machine learning methods to build predictive models of Net Load Imbalance for the Resource Sufficiency Flexible Ramping Requirement in the Western Energy Imbalance Market. Several methods are used in this research, including Reconstructability Analysis, developed in the systems community, and more well-known methods such as Bayesian Networks, Support Vector Regression, and Neural Networks. The aims of the research are to identify predictive variables and obtain a new stand-alone model that improves prediction accuracy and reduces the INC (ability to increase generation) and DEC (ability to decrease generation) Resource Sufficiency Requirements for Western Energy Imbalance Market participants. This …

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Utah State University Extension Addressing Energy Issues, Dennis Hinkamp Feb 2001

Utah State University Extension Addressing Energy Issues, Dennis Hinkamp

All Current Publications

No abstract provided.

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Energy Efficiency Can Help You Get A Home, Dennis Hinkamp Feb 2001

Energy Efficiency Can Help You Get A Home, Dennis Hinkamp

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It is a little known and seldom used financing tool, but Energy Efficient Mortgages (EEMs) can increase your buying power when looking for a home.

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Windows Are Key To Keeping Warm In Winter, Donna Falkenborg Jan 2001

Windows Are Key To Keeping Warm In Winter, Donna Falkenborg

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“With the price of fuel skyrocketing, now is the time to think about energy-saving projects around the house, and the best place to start is with your windows,” advises Leona K. Hawks, Utah State University Extension housing specialist.

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Renters, Too, Can Save On Utility Costs, Donna Falkenborg Jan 2001

Renters, Too, Can Save On Utility Costs, Donna Falkenborg

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“Most energy conservation information is designed for homeowners, even though an increasing number of people are renting,” says Leona K. Hawks, Utah State University Extension housing specialist. “Many renters develop a short-timer mentality and don’t worry much about energy savings. However, utility bills do add up quickly so renters may wish to conserve on their energy use,” she advises.

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