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Record W4241451484 · doi:10.2523/75504-ms

Energy Sources and Energy Intensity for the Twenty-First Century

2002· article· en· W4241451484 on OpenAlexaboutno aff
M.J. Economides, A.S. Demarchos, L. Saputelli

Bibliographic record

VenueProceedings of SPE Gas Technology Symposium · 2002
Typearticle
Languageen
FieldEnergy
TopicGlobal Energy and Sustainability Research
Canadian institutionsnot available
Fundersnot available
KeywordsCitationPer capitaLibrary scienceEnergy consumptionConsumption (sociology)DownloadComputer scienceAgricultural economicsWorld Wide WebEngineeringSociologyDemographyEconomicsSocial scienceElectrical engineering

Abstract

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Energy Sources and Energy Intensity for the Twenty-First Century M.J. Economides; M.J. Economides University of Houston Search for other works by this author on: This Site Google Scholar A.S. Demarchos; A.S. Demarchos University of Houston Search for other works by this author on: This Site Google Scholar L. Saputelli L. Saputelli University of Houston Search for other works by this author on: This Site Google Scholar Paper presented at the SPE Gas Technology Symposium, Calgary, Alberta, Canada, April 2002. Paper Number: SPE-75504-MS https://doi.org/10.2118/75504-MS Published: April 30 2002 Cite View This Citation Add to Citation Manager Share Icon Share Twitter LinkedIn Get Permissions Search Site Citation Economides, M.J., Demarchos, A.S., and L. Saputelli. "Energy Sources and Energy Intensity for the Twenty-First Century." Paper presented at the SPE Gas Technology Symposium, Calgary, Alberta, Canada, April 2002. doi: https://doi.org/10.2118/75504-MS Download citation file: Ris (Zotero) Reference Manager EasyBib Bookends Mendeley Papers EndNote RefWorks BibTex Search Dropdown Menu nav search search input Search input auto suggest search filter All ContentAll ProceedingsSociety of Petroleum Engineers (SPE)SPE Unconventional Resources Conference / Gas Technology Symposium Search Advanced Search AbstractA country's wealth is closely related to its energy consumption. For example, the United States, the richest nation, with a per capita income of about $34,000 is also one of the highest consumers of energy with an annual per capita consumption of about 355 million British thermal units (MMBTU). Energy consumption is the most discernible national characteristic that separates rich from poor countries. The correlation between per capita energy consumption and per capita income among all nations is clear. However, the energy use in other developed countries is also a function of their geography, the makeup of those countries and even the cultural preferences of their citizens.Throughout the last two centuries, energy consumption in the creation of wealth and the form of primary energy sources, have not been constant. The process has been dynamic and technology has played a considerable role in the changing of the status of many countries, most notably Japan. Efficiencies developed elsewhere are adopted by other countries and lead to an increase in wealth.Globalization of the economy will certainly aid this process in the future.Energy consumption and heightened demand worldwide, may prove perhaps the most formidable international challenge of the twenty first century. As early as 2010, at current energy growth, chronic energy shortages are likely to emerge which may evolve into a serious energy crunch. The most logical way to prevent this situation is to transition rapidly to natural gas and, eventually, to hydrogen. In this paper, natural gas is viewed as the compelling next fuel of choice and as the necessary stepping-stone towards hydrogen. Also offered here are production, consumption and transition forecasts.IntroductionThe correlation is clear between the wealth and energy consumption of nations. In Figure 1, this point is shown clearly by comparing the per capita energy consumption and per capita income of the 15 largest economies (DOE/EIA, 2000, CIA, 2000). The United States, the richest nation in the group, has a per capita income of about $34,000 and is also one of the most intense users of energy with an annual per capita consumption of about 355 million British thermal units (MMBTU). When comparing Canada, a country of vast and thinly populated expanses, with the five largest European economies (Germany, France, UK, Italy, Spain) which consist of much smaller areas and highly concentrated and centralized urban centers, while all have relatively similar per capita incomes (e.g., $22,000) Canada has a very large per capita energy consumption (410 MMBTU), while the European countries have much smaller per capita energy consumptions (e.g., 160 MMBTU). China and India, the world's two most populous nations languish considerably behind with per capita incomes of $3800 and $1800 and per capita energy consumptions of 25 and 12.3 MMBTU, respectively. For China and India to catch up with the developed world, they will have to move up the curve. Keywords: demarcho, power plant, power generation, sustainability, energy intensity, asset and portfolio management, upstream oil & gas, economide, energy source, natural gas Subjects: Environment, Sustainability/Social Responsibility, Asset and Portfolio Management, Sustainable development This content is only available via PDF. 2002. Society of Petroleum Engineers You can access this article if you purchase or spend a download.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.817
Threshold uncertainty score0.844

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.009
GPT teacher head0.214
Teacher spread0.205 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations3
Published2002
Admission routes1
Has abstractyes

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