Energy Mix, Consumption, Prices, Emissions


Energy mix forecasts looking out 15 to 35 years are available from a handful of governmental, industry, and independent sources. The excerpts below are preceded by my brief notes, in italic, introducing the source.

General consensus: oil, gas, and coal continue to dominate the energy mix. Gas grows substantially; oil and coal are either level or decreasing. Renewables show the highest growth rates. Amongst renewables, solar shows the greatest growth. Energy intensity (or consumption per capita) decreases.

In addition to energy mix, the figures below also include forecasts for overall usage, intensity (per capita usage), prices, residential sources, and emissions.


U.S. Energy Information Administration

The U.S. Energy Information Administration (EIA) presents energy forecasts for a range of cases in its Annual Energy Outlook. The excerpts below refer to the Reference Case, wherein GDP grows at an average annual rate of 2.4%, and current laws and regulations remain basically the same. This is the “business as usual” scenario. Forecasts for five other scenarios are presented in the report, but are not excerpted here.

Total primary energy consumption grows in the AEO2015 Reference case by 8.6 quadrillion Btu (8.9%), from 97.1 quadrillion Btu in 2013 to 105.7 quadrillion Btu in 2040 (Figure 18).
data available here
web chapter here

Energy intensity (measured both by energy use per capita and by energy use per dollar of GDP) declines in the AEO2015 Reference case over the projection period (Figure 19).
data available here
web chapter here

Delivered energy consumption decreases at an average rate of 0.3%/year in the residential sector and grows by 0.6%/year in the commercial sector from 2013 through 2040 in the AEO2015 Reference case (Figure 14 and Figure 15). Over the same period, the total number of households grows by 0.8%/year, and commercial floorspace increases by 1.0%/year (Table 4).
data available here and here
web chapter here


End-use energy intensity, as measured by consumption per residential household or square foot of commercial floorspace, decreases in the Reference case as a result of increases in the efficiency of equipment for many end uses (Figure 16 and Figure 17). Federal standards and voluntary market transformation programs (e.g., Energy Star) target uses such as space heating and cooling, water heating, lighting, and refrigeration, as well as devices that are rapidly proliferating, such as set-top boxes and external power supplies.
data available here
web chapter here

U.S. Energy Information Administration. April 2015. “The Annual Energy Outlook 2015.” DOE/EIA-0383(2015)

Director: John J. Conti john.conti@eia.gov
General questions: Paul Holtberg paul.holtberg@eia.gov
[more contacts listed in the report TOC]


World Energy Council

The World Energy Council (WEC) is the UN-accredited global energy body comprised by more than 3000 member organizations drawn from governments, private and state corporations, academia, NGOs and energy-related stakeholders. WEC publishes many recurring reports, but in 2013 it released a set of projections to 2050.

The report focuses on two scenarios: a more consumer-driven scenario (called “Jazz”), and a more voter-driven scenario (called “Symphony”). Jazz has a focus on energy equity with priority given to achieving individual access and affordability of energy through economic growth. Symphony has a focus on achieving environmental sustainability through internationally coordinated policies and practices.

Primary Energy Mix, 2010 and 2050 (Jazz and Symphony)
2010 2050 Jazz 2050 Symphony
Fossil fuels (coal, oil, gas) 79% 77% 59%
Renewables 15% 20% 30%
Nuclear 6% 4% 11%


World Energy Council Jazz and Symphony Projections for North America, 2010-2040
2010 2020 2030 2040 2050 2020 2030 2040 2050
Total Primary Energy Supply (EJ/y) 116 128 135 136 130 118 114 108 105
Total Electricity Generation (TWh/y) 5,214 6,152 6,903 7,728 8,024 6,100 6,733 7,695 8,057
Carbon Price (US$2010/tCO2) 8 15 21 28 21 28 55 70
CO2 – Emissions (GtCO2/y) 6.5 7.2 7.3 7.2 6.7 6.2 5.4 4.4 3.1
Carbon Capture, Use And Storage (GtCO2/y) 0.0 0.0 0.0 0.1 0.2 0.0 0.1 0.3 1.1

10 Key Messages

    Energy system complexity will increase by 2050.
    Energy efficiency is crucial in dealing with demand outstripping supply.
    The energy mix in 2050 will mainly be fossil based.
    Regional priorities differ: there is no ‘one-size-fits-all’ solution to the energy trilemma.
    The global economy will be challenged to meet the 450ppm target without unacceptable carbon prices.
    A low-carbon future is not only linked to renewables: carbon capture, utilisation and storage (CC(U)S) is important and consumer behaviour needs changing.
    CC(U)S technology, solar energy and energy storage are the key uncertainties up to 2050.
    Balancing the energy trilemma means making difficult choices.
    Functioning energy markets require investments and regional integration to deliver benefits to all consumers.
    Energy policy should ensure that energy and carbon markets deliver.

Scenarios are alternative views of the future which can be used to explore the implications of different sets of assumptions and to determine the degree of robustness of possible future developments. While most widely known scenarios are normative, the WEC has adopted a different, exploratory approach. ‘Normative’ in this context means that the scenarios are being used to drive the world towards a specific objective such as a particular atmospheric CO2 level. In contrast, the WEC with its exploratory scenarios Jazz and Symphony, attempts to provide decision makers with a neutral fact-based tool that they will be able to use to measure the potential impact of their choices in the future.

This approach can only be done successfully by a network like the WEC’s with its impartial and inclusive membership structure. Over 60 experts from more than 28 countries have contributed to the WEC’s scenario building process over a period of three years.

World Energy Council. 2013. “World Energy Scenarios: Composing Energy Futures to 2050



BP produces a 20-year forecast based on a single, most-likely growth trajectory.

Oil consumption declines 0.5% p.a. over the Outlook as a result of falling demand in the transport sector. Coal declines by 2.9% p.a., driven by more aggressive environmental policies and competitively priced natural gas. Nuclear (-0.6% p.a.) demand also declines over the Outlook. Natural gas is the only fossil fuel to grow over the Outlook (1.3% p.a.). Renewables are the fastest growing group of fuels, increasing by 5.1% p.a.. Hydro-electric power increases 0.6% p.a., faster than total energy demand.

Shares of fossil fuels in the energy mix decline from 83% today to 78% by 2035. Shares of renewables (including biofuels) increase from 3% in 2013 to 10% in 2035, while hydro remains stable throughout the Outlook at 6% and nuclear remains near 8% until losing market share in the last few years of the Outlook. Shares of natural gas grow from 30% in 2013 to 37% in 2035, overtaking oil as the leading fuel around 2025. More than half of the increase in energy demand from 2013-2035 is met by natural gas. Oil’s market share declines throughout the Outlook, reaching just 31% by 2035, the lowest share on record and down from a high of 48% in 1977. Coal’s share drops to just 9%, also the lowest on record. Renewables overtake coal as the third largest fuel by market share by the end of the Outlook.

Continuing declines in energy intensity – the broadest indicator of improving energy efficiency across the economy – leads to a marked widening in the gap between GDP and energy consumption. Energy intensity declines by 39% by 2035 (-2.2% p.a.). Total carbon emissions from energy consumption decrease by 9% between 2013 and 2035 (-0.4% p.a.), with the rate of decline speeding up in the last half of the outlook, (-0.7% p.a. from 2025 to 2035).

BP. February 2015. “Energy Outlook 2035: Focus on North America.”
Excel tables (49.8KB)
Country Insights: US


The International Renewable Energy Agency

The International Renewable Energy Agency (IRENA) is an intergovernmental organisation that supports countries in their transition to a sustainable energy future, and serves as the principal platform for international co-operation, a centre of excellence, and a repository of policy, technology, resource and financial knowledge on renewable energy. As of December 2015, there are 144 member states, including the US.

The following excerpts come from a report on renewable energy sources and consumption in the US. Although the report focuses on the potential to dramatically increase renewable energy, the excerpts here highlight it’s projections for conservative, or business as usual, usage of renewables. The data in their report is from the US Energy Information Agency.

In 2010, the US was the second largest energy consumer in the world with a total final energy consumption (TFEC) of 64 exajoules (EJ), equivalent to 19% of the global TFEC (IEA, 2013a). The US TFEC is projected to remain stable in the period between 2010 and 2030 growing by only 4% according to US Energy Information Agency‘s Annual Energy Outlook (AEO) (US EIA, 2013a). In the same time period, based on current policies or the Reference Case according to this study, the US share of renewable energy in the TFEC will only grow from 7.5% in 2010 to 10% in 2030, driven mostly by an increase in renewable power generation.

The Reference Case for the US was based on the U.S. Energy Information Agency’s “Annual Energy Outlook 2013”

Renewable energy share in TFEC of the US stood at 7.5% in 2010 (the base year of REmap 2030 analysis). This included 2.4% renewable power, 1.6% liquid biofuels and the remainder (3.4%) largely solid biomass in industry and building heating.

IRENA-primary-renewable energy-1970-2030


IRENA. 2015. “Renewable Energy Prospects: United States of America, REmap 2030 analysis.”

2030 Injury Scenarios

Quantitative injury rate forecasts have been somewhat scarce (short of Pardee’s long-range fatality forecasts to 2100). During the search, I came across the previously mentioned Institute for Alternative Futures’ Public Health Scenarios 2030. Here’s expected scenario from their “Injury Prevention Driver Forecasts”:

  • Technological innovations in design and monitoring – and decreased public tolerance – reduce unintentional injury rates for certain types of injuries
  • Rates of violence continue to be closely tied to poverty, race, education, and geography
  • Some innovative programs prove successful locally but are leadership-dependent and unsustainable
  • Injury-related fatalities decrease but injury-related costs – including long-term care and benefits – rise due to inadequate focus on primary prevention
  • Political and cultural opposition to a population-based approach hinders the most effective local policies from being embraced on a nationwide level

Src: “Injury Prevention Driver Forecasts.” 2014. Institute for Alternative Futures.

China, Ethiopia Traffic Fatality Forecasts

Came across these papers while looking for US injury forecasts.

Haimanot Gebrehiwot Moges and Solomon Meseret Woldeyohannes. 2014. “Trends and Projections of Vehicle Crash Related Fatalities and Injuries in Northwest Gondar, Ethiopia: A Time Series Analysis.”International Journal of Environmental Health Engineering 3 (1): 30. doi:10.4103/2277-9183.139752.

Aichun Tan, Danping Tian, Yuanxiu Huang, Lin Gao, Xin Deng, Li Li, Qiong He, Tianmu Chen, Guoqing Hu, and Jing Wu. 2014. “[Forecast the trend of burden from fatal road traffic injuries between 2015 and 2030 in China].” Zhonghua Liu Xing Bing Xue Za Zhi = Zhonghua Liuxingbingxue Zazhi 35 (5): 547–51.http://www.ncbi.nlm.nih.gov/pubmed/25059365.

Primary Care Office Visits in 2025

“Driven by population growth and aging, the total number of office visits to primary care physicians is projected to increase from 462 million in 2008 to 565 million in 2025. After incorporating insurance expansion, the United States will require nearly 52,000 additional primary care physicians by 2025.”

Petterson, Stephen M., Winston R. Liaw, Robert L. Phillips, David L. Rabin, David S. Meyers, and Andrew W. Bazemore. 2012. “Projecting US Primary Care Physician Workforce Needs: 2010-2025.” The Annals of Family Medicine 10 (6): 503–9.

The study was based on data from the annual Medical Expenditure Panel Survey (MEPS), conducted by the U.S. Department of Health & Human Services.

In addition to the MEPS data, the CDC also produces annual estimates of physician office visits, as well as hospital visits via it’s National Ambulatory Medical Care Survey (NAMCS) as well as its National Hospital Ambulatory Medical Care Survey (NHAMCS). Tables of recent survey results are available here. We’ve not yet found a forecast for hospital visits, but we’ve aggregated NAMCS and NHAMCS figures going back to 2000 here.

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Posted by cc on September 18, 2015 at 7:53 pm | comment count