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Published on: June 12, 2016
Marginal emissions factors for the U.S. electricity system.
Kyle Siler-Evans1, Inês Lima Azevedo, M Granger Morgan
1Department of Engineering and Public Policy, Carnegie Mellon University, 5000 Forbes Avenue, Pittsburgh, Pennsylvania 15213, USA. ksilerevans@cmu.edu
Calculating marginal emissions factors (MEFs) reveals significant regional differences in the U.S. electricity system. Energy efficiency measures in the Midwest avoid substantially more carbon dioxide (CO2), sulfur dioxide (SO2), and nitrogen oxides (NOx) than in the West.
Area of Science:
- Environmental Science
- Energy Systems Analysis
- Atmospheric Chemistry
Background:
- Growing interest in reducing U.S. electricity generation emissions through renewable energy, energy efficiency, and conservation.
- Supply- and demand-side interventions can displace energy and emissions from conventional power plants.
- Marginal Emissions Factors (MEFs) provide a consistent metric for assessing avoided emissions.
Purpose of the Study:
- To present the first systematic calculation of MEFs for the U.S. electricity system.
- To estimate regional MEFs for CO2, NOx, and SO2.
- To explore trends in MEFs based on system load, time of day, and month.
Main Methods:
- Utilized hourly generation and emissions data from 2006-2011.
- Employed regression analysis to estimate regional MEFs.
- Determined the share of marginal generation from coal-, gas-, and oil-fired power plants.
Main Results:
- Estimated regional MEFs for CO2, NOx, and SO2 across the U.S. electricity system.
- Found significant regional variations in emissions benefits; Midwest efficiency measures avoid substantially more CO2, SO2, and NOx compared to the West.
- Demonstrated that Average Emissions Factors (AEFs) can significantly misestimate avoided emissions.
Conclusions:
- MEFs are crucial for accurately assessing the environmental impact of energy interventions.
- Regional differences in generation mix lead to varying emissions reductions from energy efficiency.
- Policy and interventions should consider regional MEFs for maximizing emission reduction benefits.
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