Impact of PHEVs Penetration on Ontario’s Electricity Grid and Environmental Considerations

Plug-in hybrid electric vehicles (PHEVs) have a large potential to reduce greenhouse gases emissions and increase fuel economy and fuel flexibility. PHEVs are propelled by the energy from both gasoline and electric power sources. Penetration of PHEVs into the automobile market affects the electrical...

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Veröffentlicht in:Energies (Basel) 2012-12, Vol.5 (12), p.5019-5037
Hauptverfasser: Ahmadi, Lena, Croiset, Eric, Elkamel, Ali, Douglas, Peter, Unbangluang, Woramon, Entchev, Evgueniy
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container_end_page 5037
container_issue 12
container_start_page 5019
container_title Energies (Basel)
container_volume 5
creator Ahmadi, Lena
Croiset, Eric
Elkamel, Ali
Douglas, Peter
Unbangluang, Woramon
Entchev, Evgueniy
description Plug-in hybrid electric vehicles (PHEVs) have a large potential to reduce greenhouse gases emissions and increase fuel economy and fuel flexibility. PHEVs are propelled by the energy from both gasoline and electric power sources. Penetration of PHEVs into the automobile market affects the electrical grid through an increase in electricity demand. This paper studies effects of the wide spread adoption of PHEVs on peak and base load demands in Ontario, Canada. Long-term forecasting models of peak and base load demands and the number of light-duty vehicles sold were developed. To create proper forecasting models, both linear regression (LR) and non-linear regression (NLR) techniques were employed, considering different ranges in the demographic, climate and economic variables. The results from the LR and NLR models were compared and the most accurate one was selected. Furthermore, forecasting the effects of PHEVs penetration is done through consideration of various scenarios of penetration levels, such as mild, normal and aggressive ones. Finally, the additional electricity demand on the Ontario electricity grid from charging PHEVs is incorporated for electricity production planning purposes.
doi_str_mv 10.3390/en5125019
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source MDPI - Multidisciplinary Digital Publishing Institute; DOAJ Directory of Open Access Journals; EZB-FREE-00999 freely available EZB journals
subjects Chemical engineering
Coal-fired power plants
Electric vehicles
Electricity
Electricity distribution
Energy consumption
Energy efficiency
Environmental impact
Forecasting
Fossil fuels
GDP
Gross Domestic Product
Industrial plant emissions
Load
Production planning
Regression analysis
title Impact of PHEVs Penetration on Ontario’s Electricity Grid and Environmental Considerations
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