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An examination of electricity generation by utility organizations in the Southeast United States

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  • Craig, Christopher A.
  • Feng, Song

Abstract

This study examined the impact of climatic variability on electricity generation in the Southeast United States. The relationship cooling degree days (CDD) and heating degree days (HDD) shared with electricity generation by fuel source was explored. Using seasonal autoregressive integrated weighted average (ARIMA) and seasonal simple exponentially smoothed models, retrospective time series analysis was run. The hypothesized relationship between climatic variability and total electricity generation was supported, where an ARIMA model including CDDs as a predictor explained 57.6% of the variability. The hypothesis that climatic variability would be more predictive of fossil fuel electricity generation than electricity produced by clean energy sources was partially supported. The ARIMA model for natural gas indicated that CDDS were the only predictor for the fossil fuel source, and that 79.4% of the variability was explained. Climatic variability was not predictive of electricity generation from coal or petroleum, where simple seasonal exponentially smoothed models emerged. However, HDDs were a positive predictor of hydroelectric electricity production, where 48.9% of the variability in the clean energy source was explained by an ARIMA model. Implications related to base load electricity from fossil fuels, and future electricity generation projections relative to extremes and climate change are discussed.

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  • Craig, Christopher A. & Feng, Song, 2016. "An examination of electricity generation by utility organizations in the Southeast United States," Energy, Elsevier, vol. 116(P1), pages 601-608.
  • Handle: RePEc:eee:energy:v:116:y:2016:i:p1:p:601-608
    DOI: 10.1016/j.energy.2016.10.013
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    as
    1. Kenneth Gillingham & Matthew J. Kotchen & David S. Rapson & Gernot Wagner, 2013. "The rebound effect is overplayed," Nature, Nature, vol. 493(7433), pages 475-476, January.
    2. Ryu, Hanee & Dorjragchaa, Shonkhor & Kim, Yeonbae & Kim, Kyunam, 2014. "Electricity-generation mix considering energy security and carbon emission mitigation: Case of Korea and Mongolia," Energy, Elsevier, vol. 64(C), pages 1071-1079.
    3. Graves, Philip E., 2012. "Benefit-Cost Analysis of Environmental Projects: A Plethora of Biases Understating Net Benefits," Journal of Benefit-Cost Analysis, Cambridge University Press, vol. 3(3), pages 1-25, August.
    4. Qadrdan, Meysam & Chaudry, Modassar & Jenkins, Nick & Baruah, Pranab & Eyre, Nick, 2015. "Impact of transition to a low carbon power system on the GB gas network," Applied Energy, Elsevier, vol. 151(C), pages 1-12.
    5. Craig, Christopher A., 2016. "Energy consumption, energy efficiency, and consumer perceptions: A case study for the Southeast United States," Applied Energy, Elsevier, vol. 165(C), pages 660-669.
    6. Karanfil, Fatih & Li, Yuanjing, 2015. "Electricity consumption and economic growth: Exploring panel-specific differences," Energy Policy, Elsevier, vol. 82(C), pages 264-277.
    7. James McFarland & Yuyu Zhou & Leon Clarke & Patrick Sullivan & Jesse Colman & Wendy Jaglom & Michelle Colley & Pralit Patel & Jiyon Eom & Son Kim & G. Kyle & Peter Schultz & Boddu Venkatesh & Juanita , 2015. "Erratum to: Impacts of rising air temperatures and emissions mitigation on electricity demand and supply in the United States: a multi-model comparison," Climatic Change, Springer, vol. 132(4), pages 739-739, October.
    8. Michelle T. H. van Vliet & David Wiberg & Sylvain Leduc & Keywan Riahi, 2016. "Power-generation system vulnerability and adaptation to changes in climate and water resources," Nature Climate Change, Nature, vol. 6(4), pages 375-380, April.
    9. Shahiduzzaman, Md. & Layton, Allan, 2015. "Changes in CO2 emissions over business cycle recessions and expansions in the United States: A decomposition analysis," Applied Energy, Elsevier, vol. 150(C), pages 25-35.
    10. Hanak, Dawid P. & Biliyok, Chechet & Manovic, Vasilije, 2015. "Efficiency improvements for the coal-fired power plant retrofit with CO2 capture plant using chilled ammonia process," Applied Energy, Elsevier, vol. 151(C), pages 258-272.
    11. James McFarland & Yuyu Zhou & Leon Clarke & Patrick Sullivan & Jesse Colman & Wendy Jaglom & Michelle Colley & Pralit Patel & Jiyon Eom & Son Kim & G. Kyle & Peter Schultz & Boddu Venkatesh & Juanita , 2015. "Impacts of rising air temperatures and emissions mitigation on electricity demand and supply in the United States: a multi-model comparison," Climatic Change, Springer, vol. 131(1), pages 111-125, July.
    12. Richard Heede, 2014. "Tracing anthropogenic carbon dioxide and methane emissions to fossil fuel and cement producers, 1854–2010," Climatic Change, Springer, vol. 122(1), pages 229-241, January.
    13. Michelle T. H. van Vliet & John R. Yearsley & Fulco Ludwig & Stefan Vögele & Dennis P. Lettenmaier & Pavel Kabat, 2012. "Vulnerability of US and European electricity supply to climate change," Nature Climate Change, Nature, vol. 2(9), pages 676-681, September.
    14. Sanna, Aimaro & Ramli, Ili & Mercedes Maroto-Valer, M., 2015. "Development of sodium/lithium/fly ash sorbents for high temperature post-combustion CO2 capture," Applied Energy, Elsevier, vol. 156(C), pages 197-206.
    15. Schill, Wolf-Peter & Gerbaulet, Clemens, 2015. "Power System Impacts of Electric Vehicles in Germany: Charging with Coal or Renewables," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 156, pages 185-196.
    16. Wang, Zhaohua & Han, Bai & Lu, Milin, 2016. "Measurement of energy rebound effect in households: Evidence from residential electricity consumption in Beijing, China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 58(C), pages 852-861.
    17. Lucas W. Davis & Alan Fuchs & Paul Gertler, 2014. "Cash for Coolers: Evaluating a Large-Scale Appliance Replacement Program in Mexico," American Economic Journal: Economic Policy, American Economic Association, vol. 6(4), pages 207-238, November.
    18. Fraas, Arthur G., 2011. "The Treatment of Uncertainty in EPA’s Analysis of Air Pollution Rules: A Status Report," Journal of Benefit-Cost Analysis, Cambridge University Press, vol. 2(2), pages 1-27, April.
    19. Brouwer, Anne Sjoerd & van den Broek, Machteld & Seebregts, Ad & Faaij, André, 2015. "Operational flexibility and economics of power plants in future low-carbon power systems," Applied Energy, Elsevier, vol. 156(C), pages 107-128.
    20. Craig, Christopher A. & Allen, Myria W., 2014. "Enhanced understanding of energy ratepayers: Factors influencing perceptions of government energy efficiency subsidies and utility alternative energy use," Energy Policy, Elsevier, vol. 66(C), pages 224-233.
    21. Fraas Arthur G., 2011. "The Treatment of Uncertainty in EPA's Analysis of Air Pollution Rules: A Status Report," Journal of Benefit-Cost Analysis, De Gruyter, vol. 2(2), pages 1-27, April.
    22. Matthew D. Bartos & Mikhail V. Chester, 2015. "Impacts of climate change on electric power supply in the Western United States," Nature Climate Change, Nature, vol. 5(8), pages 748-752, August.
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    Cited by:

    1. Craig, Christopher A. & Feng, Song, 2017. "Exploring utility organization electricity generation, residential electricity consumption, and energy efficiency: A climatic approach," Applied Energy, Elsevier, vol. 185(P1), pages 779-790.

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