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Machine learning PODA model projects the impact of COVID-19 on US motor gasoline demand

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The PODA model is a machine-learning-based model to project the US gasoline demand using COVID-19 pandemic data, government policies and demographic information. The Motor Gasoline Demand Estimation Module quantifies motor gasoline demands due to the changes in travel mobility. —Ou et al.

Gasoline 505
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Opinion: Consumers winning with low oil prices, for now

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Lest we be too quick to forget whence we came, America is now 9-months into lower gasoline prices, which started their swoon the week of June 30, 2015 from a lofty national average just under $3.70, tumbling almost every subsequent week before bottoming and bouncing from $2.02 quota, with oil already allocated away from the U.S.,

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EIA Energy Outlook 2013 reference case sees drop in fossil fuel consumption as use of petroleum-based liquid fuels falls; projects 20% higher sales of hybrids and PHEVs than AEO2012

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Transportation sector gasoline demand declines. The US Energy Information Administration released its Annual Energy Outlook 2013 (AEO2013) Reference case (the Early Release ), which highlights a growth in total US energy production that exceeds growth in total US energy consumption through 2040. Domestic oil production will rise to 7.5

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EIA AEO2015 projects elimination of net US energy imports in 2020-2030 timeframe; transportation energy consumption drops

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The Annual Energy Outlook 2015 (AEO2015) released today by the US Energy Information Administration (EIA) projects that US energy imports and exports will come into balance—a first since the 1950s—because of continued oil and natural gas production growth and slow growth in energy demand. Tcf in the High Oil and Gas Resource case.

2020 150
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Comprehensive modeling study finds electric drive vehicle deployment has little observed effect on US system-wide emissions

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Second, PHEVs with smaller battery packs are more likely to deliver emissions benefits and reduced gasoline consumption at lower lifetime cost compared to those with large battery packs in the short term. No EDV deployment occurs with high battery costs, low oil prices, and no CO 2 policy.

Emissions 236
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Study projects emission impacts of inexpensive, efficient EVs: 36% further reduction in LDV GHG by 2050, or 9% economy-wide

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Under their optimistic scenario (OPT)—which is based on the assumption that EVs are market-competitive with gasoline vehicles, in particular after 2025—they find 15% and 47% adoption of battery electric vehicles (BEVs) in 2030 and 2050, respectively.

Emissions 150
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EIA Energy Outlook 2011 more than doubles estimates of US shale gas resources; higher production at lower prices

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The Annual Energy Outlook 2011 (AEO2011) Reference case released yesterday by the US Energy Information Administration (EIA) more than doubles the technically recoverable US shale gas resources assumed in AEO2010 and added new shale oil resources. Transportation updates. Unconventional vehicle sales. Source: EIA. Click to enlarge.

Gas 199