IDEAS home Printed from https://ideas.repec.org/a/eee/eneeco/v33y2011i3p461-473.html
   My bibliography  Save this article

Development of method for estimation of world industrial energy consumption and its application

Author

Listed:
  • Fujimori, Shinichiro
  • Matsuoka, Yuzuru

Abstract

The energy balances published by the International Energy Agency (IEA) are one of the most valuable sources of energy statistics covering world energy supply and demand. However, some issues arise when these data are analyzed or used directly. Even when industrial energy consumption alone is examined, at least three types of issues are encountered: missing data, large amounts of misallocated data in some countries, and numerous unrealistic outliers in the time-series variations. When we deal with only a few regions, we can look at data one by one and modify them. In this case, we are going to overcome these issues with a systematic method because the data covers world including more than a hundred regions. This paper proposes a data reconciliation method to treat these issues, and describes its application to world industrial energy consumption. As a result of its application, we found that the three issues mentioned above seemed to be overcome. The degree of the reconciliation by region showed that OECD countries' degree tends to be smaller than those of non-OECD countries. However, not all of the OECD countries have low values and some countries, such as the United States, have high values.

Suggested Citation

  • Fujimori, Shinichiro & Matsuoka, Yuzuru, 2011. "Development of method for estimation of world industrial energy consumption and its application," Energy Economics, Elsevier, vol. 33(3), pages 461-473, May.
  • Handle: RePEc:eee:eneeco:v:33:y:2011:i:3:p:461-473
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0140-9883(11)00030-2
    Download Restriction: Full text for ScienceDirect subscribers only
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Sinton, Jonathan E., 2001. "Accuracy and reliability of China's energy statistics," China Economic Review, Elsevier, vol. 12(4), pages 373-383.
    2. Randall Jackson & Alan Murray, 2004. "Alternative Input-Output Matrix Updating Formulations," Economic Systems Research, Taylor & Francis Journals, vol. 16(2), pages 135-148.
    3. Su, Bin & Huang, H.C. & Ang, B.W. & Zhou, P., 2010. "Input-output analysis of CO2 emissions embodied in trade: The effects of sector aggregation," Energy Economics, Elsevier, vol. 32(1), pages 166-175, January.
    4. de Ia Rue du Can, Stephane & Price, Lynn, 2008. "Sectoral trends in global energy use and greenhouse gas emissions," Energy Policy, Elsevier, vol. 36(4), pages 1386-1403, April.
    5. Golan, Amos & Judge, George G. & Miller, Douglas, 1996. "Maximum Entropy Econometrics," Staff General Research Papers Archive 1488, Iowa State University, Department of Economics.
    6. World Bank, 2007. "World Development Indicators 2007," World Bank Publications - Books, The World Bank Group, number 8150.
    7. Karbuz, Sohbet, 1998. "Achieving accurate international comparisons of manufacturing energy use data," Energy Policy, Elsevier, vol. 26(12), pages 973-979, October.
    8. Robbie Andrew & Glen Peters & James Lennox, 2009. "Approximation And Regional Aggregation In Multi-Regional Input-Output Analysis For National Carbon Footprint Accounting," Economic Systems Research, Taylor & Francis Journals, vol. 21(3), pages 311-335.
    9. Farla, Jacco & Blok, Kornelis & Schipper, Lee, 1997. "Energy efficiency developments in the pulp and paper industry : A cross-country comparison using physical production data," Energy Policy, Elsevier, vol. 25(7-9), pages 745-758.
    10. Lynn Price & Laurie Michaelis & Ernst Worrell & Marta Khrushch, 1998. "Sectoral Trends and Driving Forces of Global Energy Use and Greenhouse Gas Emissions," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 3(2), pages 263-319, December.
    11. Worrell, Ernst & Price, Lynn & Martin, Nathan & Farla, Jacco & Schaeffer, Roberto, 1997. "Energy intensity in the iron and steel industry: a comparison of physical and economic indicators," Energy Policy, Elsevier, vol. 25(7-9), pages 727-744.
    12. Erik Dietzenbacher & Ronald E. Miller, 2009. "Ras‐Ing The Transactions Or The Coefficients: It Makes No Difference," Journal of Regional Science, Wiley Blackwell, vol. 49(3), pages 555-566, August.
    13. Su, Bin & Ang, B.W., 2010. "Input-output analysis of CO2 emissions embodied in trade: The effects of spatial aggregation," Ecological Economics, Elsevier, vol. 70(1), pages 10-18, November.
    14. Schipper, Lee & Ting, Michael & Khrushch, Marta & Golove, William, 1997. "The evolution of carbon dioxide emissions from energy use in industrialized countries: an end-use analysis," Energy Policy, Elsevier, vol. 25(7-9), pages 651-672.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Rocco, Matteo V. & Forcada Ferrer, Rafael J. & Colombo, Emanuela, 2018. "Understanding the energy metabolism of World economies through the joint use of Production- and Consumption-based energy accountings," Applied Energy, Elsevier, vol. 211(C), pages 590-603.
    2. Fujimori, Shinichiro & Dai, Hancheng & Masui, Toshihiko & Matsuoka, Yuzuru, 2016. "Global energy model hindcasting," Energy, Elsevier, vol. 114(C), pages 293-301.
    3. Chunark, Puttipong & Limmeechokchai, Bundit & Fujimori, Shinichiro & Masui, Toshihiko, 2017. "Renewable energy achievements in CO2 mitigation in Thailand's NDCs," Renewable Energy, Elsevier, vol. 114(PB), pages 1294-1305.
    4. Fujimori, S. & Kainuma, M. & Masui, T. & Hasegawa, T. & Dai, H., 2014. "The effectiveness of energy service demand reduction: A scenario analysis of global climate change mitigation," Energy Policy, Elsevier, vol. 75(C), pages 379-391.
    5. Fujimori, Shinichiro & Masui, Toshihiko & Matsuoka, Yuzuru, 2015. "Gains from emission trading under multiple stabilization targets and technological constraints," Energy Economics, Elsevier, vol. 48(C), pages 306-315.
    6. Hermann Lotze-Campen & Martin Lampe & Page Kyle & Shinichiro Fujimori & Petr Havlik & Hans Meijl & Tomoko Hasegawa & Alexander Popp & Christoph Schmitz & Andrzej Tabeau & Hugo Valin & Dirk Willenbocke, 2014. "Impacts of increased bioenergy demand on global food markets: an AgMIP economic model intercomparison," Agricultural Economics, International Association of Agricultural Economists, vol. 45(1), pages 103-116, January.
    7. Fujimori, Shinichiro & Masui, Toshihiko & Matsuoka, Yuzuru, 2014. "Development of a global computable general equilibrium model coupled with detailed energy end-use technology," Applied Energy, Elsevier, vol. 128(C), pages 296-306.
    8. Usubiaga-Liaño, Arkaitz & Arto, Iñaki & Acosta-Fernández, José, 2021. "Double accounting in energy footprint and related assessments: How common is it and what are the consequences?," Energy, Elsevier, vol. 222(C).
    9. Bilgen, S., 2014. "Structure and environmental impact of global energy consumption," Renewable and Sustainable Energy Reviews, Elsevier, vol. 38(C), pages 890-902.
    10. Vítor JPD Martinho, 2018. "A transversal perspective on global energy production and consumption: An approach based on convergence theory," Energy & Environment, , vol. 29(4), pages 556-575, June.
    11. Zhou, Dequn & Zhou, Xiaoyong & Xu, Qing & Wu, Fei & Wang, Qunwei & Zha, Donglan, 2018. "Regional embodied carbon emissions and their transfer characteristics in China," Structural Change and Economic Dynamics, Elsevier, vol. 46(C), pages 180-193.
    12. YoungSeok Hwang & Jung-Sup Um & Stephan Schlüter, 2020. "Evaluating the Mutual Relationship between IPAT/Kaya Identity Index and ODIAC-Based GOSAT Fossil-Fuel CO 2 Flux: Potential and Constraints in Utilizing Decomposed Variables," IJERPH, MDPI, vol. 17(16), pages 1-18, August.
    13. Su, Bin & Ang, B.W., 2011. "Multi-region input–output analysis of CO2 emissions embodied in trade: The feedback effects," Ecological Economics, Elsevier, vol. 71(C), pages 42-53.
    14. Olga Gavrilova & Raivo Vilu, 2015. "Estonia's Energy-related Greenhouse Gas Emissions in 1995-2011: A Structural Decomposition Analysis," Review of Economics & Finance, Better Advances Press, Canada, vol. 5, pages 67-84, February.
    15. Gavrilova, Olga & Vilu, Raivo, 2012. "Production-based and consumption-based national greenhouse gas inventories: An implication for Estonia," Ecological Economics, Elsevier, vol. 75(C), pages 161-173.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Yulei Xie & Ling Ji & Beibei Zhang & Gordon Huang, 2018. "Evolution of the Scientific Literature on Input–Output Analysis: A Bibliometric Analysis of 1990–2017," Sustainability, MDPI, vol. 10(9), pages 1-17, September.
    2. Piñero, Pablo & Heikkinen, Mari & Mäenpää, Ilmo & Pongrácz, Eva, 2015. "Sector aggregation bias in environmentally extended input output modeling of raw material flows in Finland," Ecological Economics, Elsevier, vol. 119(C), pages 217-229.
    3. Viktoras Kulionis, 2018. "Constructing energy accounts for WIOD 2016 release," Papers 1810.07112, arXiv.org.
    4. Guo, Zhengquan & Zhang, Xingping & Zheng, Yuhua & Rao, Rao, 2014. "Exploring the impacts of a carbon tax on the Chinese economy using a CGE model with a detailed disaggregation of energy sectors," Energy Economics, Elsevier, vol. 45(C), pages 455-462.
    5. Bordigoni, Mathieu & Hita, Alain & Le Blanc, Gilles, 2012. "Role of embodied energy in the European manufacturing industry: Application to short-term impacts of a carbon tax," Energy Policy, Elsevier, vol. 43(C), pages 335-350.
    6. Moana S. Simas & Laura Golsteijn & Mark A. J. Huijbregts & Richard Wood & Edgar G. Hertwich, 2014. "The “Bad Labor” Footprint: Quantifying the Social Impacts of Globalization," Sustainability, MDPI, vol. 6(11), pages 1-27, October.
    7. Zhang, Zengkai & Guo, Ju'e & Hewings, Geoffrey J.D., 2014. "The effects of direct trade within China on regional and national CO2 emissions," Energy Economics, Elsevier, vol. 46(C), pages 161-175.
    8. Marin, Giovanni & Mazzanti, Massimiliano & Montini, Anna, 2012. "Linking NAMEA and Input output for ‘consumption vs. production perspective’ analyses," Ecological Economics, Elsevier, vol. 74(C), pages 71-84.
    9. Zhang, Youguo & Tang, Zhipeng, 2015. "Driving factors of carbon embodied in China's provincial exports," Energy Economics, Elsevier, vol. 51(C), pages 445-454.
    10. Farla, Jacco C. M. & Blok, Kornelis, 2001. "The quality of energy intensity indicators for international comparison in the iron and steel industry," Energy Policy, Elsevier, vol. 29(7), pages 523-543, June.
    11. Qi, Tianyu & Winchester, Niven & Karplus, Valerie J. & Zhang, Xiliang, 2014. "Will economic restructuring in China reduce trade-embodied CO2 emissions?," Energy Economics, Elsevier, vol. 42(C), pages 204-212.
    12. Gavrilova, Olga & Vilu, Raivo, 2012. "Production-based and consumption-based national greenhouse gas inventories: An implication for Estonia," Ecological Economics, Elsevier, vol. 75(C), pages 161-173.
    13. Ang, B.W. & Zhang, F.Q., 2000. "A survey of index decomposition analysis in energy and environmental studies," Energy, Elsevier, vol. 25(12), pages 1149-1176.
    14. Xia, Yan & Fan, Ying & Yang, Cuihong, 2015. "Assessing the impact of foreign content in China’s exports on the carbon outsourcing hypothesis," Applied Energy, Elsevier, vol. 150(C), pages 296-307.
    15. Zhang, Youguo, 2013. "The responsibility for carbon emissions and carbon efficiency at the sectoral level: Evidence from China," Energy Economics, Elsevier, vol. 40(C), pages 967-975.
    16. Cadarso, María-Ángeles & López, Luis-Antonio & Gómez, Nuria & Tobarra, María-Ángeles, 2012. "International trade and shared environmental responsibility by sector. An application to the Spanish economy," Ecological Economics, Elsevier, vol. 83(C), pages 221-235.
    17. Yeonbae Kim & Ernst Worrell, 2002. "CO 2 Emission Trends in the Cement Industry: An International Comparison," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 7(2), pages 115-133, June.
    18. Maaike Bouwmeester & Jan Oosterhaven, 2013. "Specification and Aggregation Errors in Environmentally Extended Input–Output Models," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 56(3), pages 307-335, November.
    19. Su, Bin & Ang, B.W., 2022. "Improved granularity in input-output analysis of embodied energy and emissions: The use of monthly data," Energy Economics, Elsevier, vol. 113(C).
    20. Hawkins, Jacob & Ma, Chunbo & Schilizzi, Steven & Zhang, Fan, 2015. "Promises and pitfalls in environmentally extended input–output analysis for China: A survey of the literature," Energy Economics, Elsevier, vol. 48(C), pages 81-88.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:eneeco:v:33:y:2011:i:3:p:461-473. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/eneco .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.