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Assessing dynamic China’s energy security: Based on functional data analysis

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  • Gong, Xu
  • Wang, You
  • Lin, Boqiang
Abstract
In this paper, the entropy weight method is applied to quantitatively measure the energy security levels of 30 provinces in China from 2004 to 2017. Then, functional data analysis is used to investigate the changes in energy security from a dynamic perspective. Results show that the energy security level of Inner Mongolia (0.7080), Shanxi (0.6713), and Shaanxi (0.5878) ranked in the top three in 2017. From 2004 to 2017, China’s energy security experienced five stages: Increasing—decreasing—increasing—decreasing—increasing. Until now, energy security is in the recovery period. According to the similarity of the energy security function curve, the 30 provinces can be divided into three categories: Leading area, Medium area, and Backward area. These findings have great significance in ensuring regional energy security.

Suggested Citation

  • Gong, Xu & Wang, You & Lin, Boqiang, 2021. "Assessing dynamic China’s energy security: Based on functional data analysis," Energy, Elsevier, vol. 217(C).
  • Handle: RePEc:eee:energy:v:217:y:2021:i:c:s0360544220324312
    DOI: 10.1016/j.energy.2020.119324
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    as
    1. Martchamadol, Jutamanee & Kumar, S., 2013. "An aggregated energy security performance indicator," Applied Energy, Elsevier, vol. 103(C), pages 653-670.
    2. Jeng‐Min Chiou & Pai‐Ling Li, 2007. "Functional clustering and identifying substructures of longitudinal data," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 69(4), pages 679-699, September.
    3. Zhang, Guanglu & Lin, Boqiang, 2018. "Impact of structure on unified efficiency for Chinese service sector—A two-stage analysis," Applied Energy, Elsevier, vol. 231(C), pages 876-886.
    4. Gong, Xu & Lin, Boqiang, 2018. "The incremental information content of investor fear gauge for volatility forecasting in the crude oil futures market," Energy Economics, Elsevier, vol. 74(C), pages 370-386.
    5. Goldthau, Andreas & Sovacool, Benjamin K., 2012. "The uniqueness of the energy security, justice, and governance problem," Energy Policy, Elsevier, vol. 41(C), pages 232-240.
    6. Sharifuddin, Shahnaz, 2014. "Methodology for quantitatively assessing the energy security of Malaysia and other southeast Asian countries," Energy Policy, Elsevier, vol. 65(C), pages 574-582.
    7. Wen, Fenghua & Gong, Xu & Cai, Shenghua, 2016. "Forecasting the volatility of crude oil futures using HAR-type models with structural breaks," Energy Economics, Elsevier, vol. 59(C), pages 400-413.
    8. Winzer, Christian, 2012. "Conceptualizing energy security," Energy Policy, Elsevier, vol. 46(C), pages 36-48.
    9. Löschel, Andreas & Moslener, Ulf & Rübbelke, Dirk T.G., 2010. "Indicators of energy security in industrialised countries," Energy Policy, Elsevier, vol. 38(4), pages 1665-1671, April.
    10. Li, Jinchao & Wang, Lina & Lin, Xiaoshan & Qu, Shen, 2020. "Analysis of China’s energy security evaluation system: Based on the energy security data from 30 provinces from 2010 to 2016," Energy, Elsevier, vol. 198(C).
    11. Zhang, Xiliang & Ruoshui, Wang & Molin, Huo & Martinot, Eric, 2010. "A study of the role played by renewable energies in China's sustainable energy supply," Energy, Elsevier, vol. 35(11), pages 4392-4399.
    12. Cerovecki, Clément & Francq, Christian & Hörmann, Siegfried & Zakoïan, Jean-Michel, 2019. "Functional GARCH models: The quasi-likelihood approach and its applications," Journal of Econometrics, Elsevier, vol. 209(2), pages 353-375.
    13. Liu, Tangyong & Gong, Xu, 2020. "Analyzing time-varying volatility spillovers between the crude oil markets using a new method," Energy Economics, Elsevier, vol. 87(C).
    14. Kim, Joonpyo & Oh, Hee-Seok, 2020. "Pseudo-quantile functional data clustering," Journal of Multivariate Analysis, Elsevier, vol. 178(C).
    15. Sovacool, Benjamin K. & Brown, Marilyn A., 2010. "Twelve metropolitan carbon footprints: A preliminary comparative global assessment," Energy Policy, Elsevier, vol. 38(9), pages 4856-4869, September.
    16. Cherp, Aleh & Jewell, Jessica, 2014. "The concept of energy security: Beyond the four As," Energy Policy, Elsevier, vol. 75(C), pages 415-421.
    17. Zeng, Shouzhen & Streimikiene, Dalia & Baležentis, Tomas, 2017. "Review of and comparative assessment of energy security in Baltic States," Renewable and Sustainable Energy Reviews, Elsevier, vol. 76(C), pages 185-192.
    18. Zhang, Long & Yu, Jing & Sovacool, Benjamin K. & Ren, Jingzheng, 2017. "Measuring energy security performance within China: Toward an inter-provincial prospective," Energy, Elsevier, vol. 125(C), pages 825-836.
    19. Li, Jianglong & Lin, Boqiang, 2016. "Inter-factor/inter-fuel substitution, carbon intensity, and energy-related CO2 reduction: Empirical evidence from China," Energy Economics, Elsevier, vol. 56(C), pages 483-494.
    20. Bompard, E. & Carpignano, A. & Erriquez, M. & Grosso, D. & Pession, M. & Profumo, F., 2017. "National energy security assessment in a geopolitical perspective," Energy, Elsevier, vol. 130(C), pages 144-154.
    21. Cox, Emily, 2018. "Assessing long-term energy security: The case of electricity in the United Kingdom," Renewable and Sustainable Energy Reviews, Elsevier, vol. 82(P3), pages 2287-2299.
    22. Jansen, Jaap C. & Seebregts, Ad J., 2010. "Long-term energy services security: What is it and how can it be measured and valued?," Energy Policy, Elsevier, vol. 38(4), pages 1654-1664, April.
    23. Wu, Haitao & Hao, Yu & Weng, Jia-Hsi, 2019. "How does energy consumption affect China's urbanization? New evidence from dynamic threshold panel models," Energy Policy, Elsevier, vol. 127(C), pages 24-38.
    24. Sovacool, Benjamin K., 2013. "An international assessment of energy security performance," Ecological Economics, Elsevier, vol. 88(C), pages 148-158.
    25. Wu, Gang & Liu, Lan-Cui & Han, Zhi-Yong & Wei, Yi-Ming, 2012. "Climate protection and China’s energy security: Win–win or tradeoff," Applied Energy, Elsevier, vol. 97(C), pages 157-163.
    26. Gracceva, Francesco & Zeniewski, Peter, 2014. "A systemic approach to assessing energy security in a low-carbon EU energy system," Applied Energy, Elsevier, vol. 123(C), pages 335-348.
    27. Vivoda, Vlado, 2010. "Evaluating energy security in the Asia-Pacific region: A novel methodological approach," Energy Policy, Elsevier, vol. 38(9), pages 5258-5263, September.
    28. Ji, Qiang & Zhang, Hai-Ying & Zhang, Dayong, 2019. "The impact of OPEC on East Asian oil import security: A multidimensional analysis," Energy Policy, Elsevier, vol. 126(C), pages 99-107.
    29. Hughes, Larry, 2012. "A generic framework for the description and analysis of energy security in an energy system," Energy Policy, Elsevier, vol. 42(C), pages 221-231.
    30. Gong, Xu & Lin, Boqiang, 2017. "Forecasting the good and bad uncertainties of crude oil prices using a HAR framework," Energy Economics, Elsevier, vol. 67(C), pages 315-327.
    31. Debin Fang & Shanshan Shi & Qian Yu, 2018. "Evaluation of Sustainable Energy Security and an Empirical Analysis of China," Sustainability, MDPI, vol. 10(5), pages 1-23, May.
    32. Lu, Hongfang & Xu, FengYing & Liu, Hongxiao & Wang, Jun & Campbell, Daniel E. & Ren, Hai, 2019. "Emergy-based analysis of the energy security of China," Energy, Elsevier, vol. 181(C), pages 123-135.
    33. Sarangi, Gopal K. & Mishra, Arabinda & Chang, Youngho & Taghizadeh-Hesary, Farhad, 2019. "Indian electricity sector, energy security and sustainability: An empirical assessment," Energy Policy, Elsevier, vol. 135(C).
    34. Li, Yanfei & Chang, Youngho, 2019. "Road transport electrification and energy security in the Association of Southeast Asian Nations: Quantitative analysis and policy implications," Energy Policy, Elsevier, vol. 129(C), pages 805-815.
    35. Kisel, Einari & Hamburg, Arvi & Härm, Mihkel & Leppiman, Ando & Ots, Märt, 2016. "Concept for Energy Security Matrix," Energy Policy, Elsevier, vol. 95(C), pages 1-9.
    36. Narula, Kapil & Sudhakara Reddy, B. & Pachauri, Shonali & Mahendra Dev, S., 2017. "Sustainable energy security for India: An assessment of the energy supply sub-system," Energy Policy, Elsevier, vol. 103(C), pages 127-144.
    37. Ren, Jingzheng & Sovacool, Benjamin K., 2014. "Quantifying, measuring, and strategizing energy security: Determining the most meaningful dimensions and metrics," Energy, Elsevier, vol. 76(C), pages 838-849.
    38. Lin, Boqiang & Raza, Muhammad Yousaf, 2020. "Analysis of energy security indicators and CO2 emissions. A case from a developing economy," Energy, Elsevier, vol. 200(C).
    39. Flouri, Maria & Karakosta, Charikleia & Kladouchou, Charikleia & Psarras, John, 2015. "How does a natural gas supply interruption affect the EU gas security? A Monte Carlo simulation," Renewable and Sustainable Energy Reviews, Elsevier, vol. 44(C), pages 785-796.
    40. Wang, You & Gong, Xu, 2020. "Does financial development have a non-linear impact on energy consumption? Evidence from 30 provinces in China," Energy Economics, Elsevier, vol. 90(C).
    41. Odgaard, Ole & Delman, Jørgen, 2014. "China׳s energy security and its challenges towards 2035," Energy Policy, Elsevier, vol. 71(C), pages 107-117.
    42. Spanjer, Aldo, 2007. "Russian gas price reform and the EU-Russia gas relationship: Incentives, consequences and European security of supply," Energy Policy, Elsevier, vol. 35(5), pages 2889-2898, May.
    43. Tongsopit, Sopitsuda & Kittner, Noah & Chang, Youngho & Aksornkij, Apinya & Wangjiraniran, Weerin, 2016. "Energy security in ASEAN: A quantitative approach for sustainable energy policy," Energy Policy, Elsevier, vol. 90(C), pages 60-72.
    44. Le, Thai-Ha & Nguyen, Canh Phuc, 2019. "Is energy security a driver for economic growth? Evidence from a global sample," Energy Policy, Elsevier, vol. 129(C), pages 436-451.
    45. Augutis, Juozas & Krikštolaitis, Ričardas & Martišauskas, Linas & Urbonienė, Sigita & Urbonas, Rolandas & Ušpurienė, Aistė Barbora, 2020. "Analysis of energy security level in the Baltic States based on indicator approach," Energy, Elsevier, vol. 199(C).
    46. Wang, Deqing & Tian, Sihua & Fang, Lei & Xu, Yan, 2020. "A functional index model for dynamically evaluating China's energy security," Energy Policy, Elsevier, vol. 147(C).
    47. Hedenus, Fredrik & Azar, Christian & Johansson, Daniel J.A., 2010. "Energy security policies in EU-25--The expected cost of oil supply disruptions," Energy Policy, Elsevier, vol. 38(3), pages 1241-1250, March.
    48. Narula, Kapil & Sudhakara Reddy, B. & Pachauri, Shonali, 2017. "Sustainable Energy Security for India: An assessment of energy demand sub-system," Applied Energy, Elsevier, vol. 186(P2), pages 126-139.
    49. Wang, Qiang & Zhou, Kan, 2017. "A framework for evaluating global national energy security," Applied Energy, Elsevier, vol. 188(C), pages 19-31.
    50. Leiby, Paul N. & Rubin, Jonathan, 2013. "Energy security implications of a national low carbon fuel standard," Energy Policy, Elsevier, vol. 56(C), pages 29-40.
    51. Yao, Lixia & Shi, Xunpeng & Andrews-Speed, Philip, 2018. "Conceptualization of energy security in resource-poor economies: The role of the nature of economy," Energy Policy, Elsevier, vol. 114(C), pages 394-402.
    52. Chester, Lynne, 2010. "Conceptualising energy security and making explicit its polysemic nature," Energy Policy, Elsevier, vol. 38(2), pages 887-895, February.
    53. Ang, B.W. & Choong, W.L. & Ng, T.S., 2015. "Energy security: Definitions, dimensions and indexes," Renewable and Sustainable Energy Reviews, Elsevier, vol. 42(C), pages 1077-1093.
    54. Martchamadol, Jutamanee & Kumar, S., 2014. "The Aggregated Energy Security Performance Indicator (AESPI) at national and provincial level," Applied Energy, Elsevier, vol. 127(C), pages 219-238.
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