IDEAS home Printed from https://ideas.repec.org/a/eee/rensus/v21y2013icp347-355.html
   My bibliography  Save this article

A fuzzy analytic hierarchy process (AHP)/data envelopment analysis (DEA) hybrid model for efficiently allocating energy R&D resources: In the case of energy technologies against high oil prices

Author

Listed:
  • Lee, Seong Kon
  • Mogi, Gento
  • Hui, K.S.

Abstract

“The Low Carbon, Green Growth” was declared as Korean national agenda in 2008. Korea has been enhancing the green growth for the sustainable economic development and fostering energy. To improve Korean national energy security and promote the “Low Carbon, Green Growth”, we established a long term strategic energy technology roadmap. In this paper, five criteria, such as economical impact, commercial potential, inner capacity, technical spin-off, and development cost, were used to assess the strategic energy technologies against high oil prices. We developed the integrated two-stage multi-criteria decision making (MCDM) approach which was used to evaluate the relative weights of criteria and measures the relative efficiency of energy technologies against high oil prices. On the first stage, the fuzzy analytic hierarchy process, reflecting the vagueness of human thought with interval values instead of crisp numbers, allocated the relative weights of criteria effectively instead of the AHP approach. On the second stage, the data envelopment analysis approach measured the relative efficiency of energy technologies against high oil prices with economic viewpoints. The relative efficiency score of energy technologies against high oil prices can be the fundamental decision making data which help decision markers to effectively allocate the limited R&D resources.

Suggested Citation

  • Lee, Seong Kon & Mogi, Gento & Hui, K.S., 2013. "A fuzzy analytic hierarchy process (AHP)/data envelopment analysis (DEA) hybrid model for efficiently allocating energy R&D resources: In the case of energy technologies against high oil prices," Renewable and Sustainable Energy Reviews, Elsevier, vol. 21(C), pages 347-355.
    • Handle: RePEc:eee:rensus:v:21:y:2013:i:c:p:347-355
    DOI: 10.1016/j.rser.2012.12.067
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1364032113000233
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.rser.2012.12.067?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    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. Boubaker, K., 2012. "A review on renewable energy conceptual perspectives in North Africa using a polynomial optimization scheme," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(6), pages 4298-4302.
    2. Lee, Seong Kon & Mogi, Gento & Kim, Jong Wook, 2009. "Energy technology roadmap for the next 10 years: The case of Korea," Energy Policy, Elsevier, vol. 37(2), pages 588-596, February.
    3. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    4. Aras, Haydar & Erdoğmuş, Şenol & Koç, Eylem, 2004. "Multi-criteria selection for a wind observation station location using analytic hierarchy process," Renewable Energy, Elsevier, vol. 29(8), pages 1383-1392.
    5. Houshyar, Ehsan & Azadi, Hossein & Almassi, Morteza & Sheikh Davoodi, Mohammad Javad & Witlox, Frank, 2012. "Sustainable and efficient energy consumption of corn production in Southwest Iran: Combination of multi-fuzzy and DEA modeling," Energy, Elsevier, vol. 44(1), pages 672-681.
    6. Chang, Hsi-Hui, 1998. "Determinants of Hospital Efficiency: the Case of Central Government-owned Hospitals in Taiwan," Omega, Elsevier, vol. 26(2), pages 307-317, April.
    7. Casu, B. & Thanassoulis, E., 2006. "Evaluating cost efficiency in central administrative services in UK universities," Omega, Elsevier, vol. 34(5), pages 417-426, October.
    8. Schaffnit, Claire & Rosen, Dan & Paradi, Joseph C., 1997. "Best practice analysis of bank branches: An application of DEA in a large Canadian bank," European Journal of Operational Research, Elsevier, vol. 98(2), pages 269-289, April.
    9. Konidari, Popi & Mavrakis, Dimitrios, 2007. "A multi-criteria evaluation method for climate change mitigation policy instruments," Energy Policy, Elsevier, vol. 35(12), pages 6235-6257, December.
    10. Boubaker, K., 2012. "Renewable energy in upper North Africa: Present versus 2025-horizon perspectives optimization using a Data Envelopment Analysis (DEA) framework," Renewable Energy, Elsevier, vol. 43(C), pages 364-369.
    11. Lee, Seong Kon & Mogi, Gento & Kim, Jong Wook, 2008. "The competitiveness of Korea as a developer of hydrogen energy technology: The AHP approach," Energy Policy, Elsevier, vol. 36(4), pages 1284-1291, April.
    12. Mahajan, Jayashree, 1991. "A data envelopment analytic model for assessing the relative efficiency of the selling function," European Journal of Operational Research, Elsevier, vol. 53(2), pages 189-205, July.
    13. Liang, Zhihong & Yang, Kun & Sun, Yaowei & Yuan, Jiahai & Zhang, Hongwei & Zhang, Zhizheng, 2006. "Decision support for choice optimal power generation projects: Fuzzy comprehensive evaluation model based on the electricity market," Energy Policy, Elsevier, vol. 34(17), pages 3359-3364, November.
    14. Yoram Wind & Thomas L. Saaty, 1980. "Marketing Applications of the Analytic Hierarchy Process," Management Science, INFORMS, vol. 26(7), pages 641-658, July.
    15. Tzeng, Gwo-Hshiung & Lin, Cheng-Wei & Opricovic, Serafim, 2005. "Multi-criteria analysis of alternative-fuel buses for public transportation," Energy Policy, Elsevier, vol. 33(11), pages 1373-1383, July.
    16. Nixon, J.D. & Dey, P.K. & Davies, P.A., 2010. "Which is the best solar thermal collection technology for electricity generation in north-west India? Evaluation of options using the analytical hierarchy process," Energy, Elsevier, vol. 35(12), pages 5230-5240.
    17. Chang, Da-Yong, 1996. "Applications of the extent analysis method on fuzzy AHP," European Journal of Operational Research, Elsevier, vol. 95(3), pages 649-655, December.
    18. Lee, Seong Kon & Yoon, Yong Jin & Kim, Jong Wook, 2007. "A study on making a long-term improvement in the national energy efficiency and GHG control plans by the AHP approach," Energy Policy, Elsevier, vol. 35(5), pages 2862-2868, May.
    19. Guo, Xiao-Dan & Zhu, Lei & Fan, Ying & Xie, Bai-Chen, 2011. "Evaluation of potential reductions in carbon emissions in Chinese provinces based on environmental DEA," Energy Policy, Elsevier, vol. 39(5), pages 2352-2360, May.
    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. Sueyoshi, Toshiyuki & Yuan, Yan & Goto, Mika, 2017. "A literature study for DEA applied to energy and environment," Energy Economics, Elsevier, vol. 62(C), pages 104-124.
    2. Abbas Mardani & Dalia Streimikiene & Tomas Balezentis & Muhamad Zameri Mat Saman & Khalil Md Nor & Seyed Meysam Khoshnava, 2018. "Data Envelopment Analysis in Energy and Environmental Economics: An Overview of the State-of-the-Art and Recent Development Trends," Energies, MDPI, vol. 11(8), pages 1-21, August.
    3. Lee, Seong Kon & Mogi, Gento, 2018. "Relative efficiency of energy technologies in the Korean mid-term strategic energy technology development plan," Renewable and Sustainable Energy Reviews, Elsevier, vol. 91(C), pages 472-482.
    4. Chanthawong, Anuman & Dhakal, Shobhakar, 2016. "Stakeholders' perceptions on challenges and opportunities for biodiesel and bioethanol policy development in Thailand," Energy Policy, Elsevier, vol. 91(C), pages 189-206.
    5. Mardani, Abbas & Zavadskas, Edmundas Kazimieras & Streimikiene, Dalia & Jusoh, Ahmad & Khoshnoudi, Masoumeh, 2017. "A comprehensive review of data envelopment analysis (DEA) approach in energy efficiency," Renewable and Sustainable Energy Reviews, Elsevier, vol. 70(C), pages 1298-1322.
    6. Arabi, Behrouz & Munisamy, Susila & Emrouznejad, Ali & Toloo, Mehdi & Ghazizadeh, Mohammad Sadegh, 2016. "Eco-efficiency considering the issue of heterogeneity among power plants," Energy, Elsevier, vol. 111(C), pages 722-735.
    7. Dincer, Hasan & Hacioglu, Umit & Tatoglu, Ekrem & Delen, Dursun, 2019. "Developing a hybrid analytics approach to measure the efficiency of deposit banks," Journal of Business Research, Elsevier, vol. 104(C), pages 131-145.
    8. Mousavi, M. & Gitinavard, H. & Mousavi, S.M., 2017. "A soft computing based-modified ELECTRE model for renewable energy policy selection with unknown information," Renewable and Sustainable Energy Reviews, Elsevier, vol. 68(P1), pages 774-787.
    9. Mardani, Abbas & Zavadskas, Edmundas Kazimieras & Khalifah, Zainab & Zakuan, Norhayati & Jusoh, Ahmad & Nor, Khalil Md & Khoshnoudi, Masoumeh, 2017. "A review of multi-criteria decision-making applications to solve energy management problems: Two decades from 1995 to 2015," Renewable and Sustainable Energy Reviews, Elsevier, vol. 71(C), pages 216-256.
    10. Nahia Mourad & Assem Tharwat, 2019. "Mixed Stochastic Input Oriented Data Envelopment Analysis Model," Working Papers hal-02144705, HAL.
    11. Shapiro, Arnold F. & Koissi, Marie-Claire, 2017. "Fuzzy logic modifications of the Analytic Hierarchy Process," Insurance: Mathematics and Economics, Elsevier, vol. 75(C), pages 189-202.
    12. Chia-Nan Wang & Van Tran Hoang Viet & Thanh Phong Ho & Van Thanh Nguyen & Syed Tam Husain, 2020. "Optimal Site Selection for a Solar Power Plant in the Mekong Delta Region of Vietnam," Energies, MDPI, vol. 13(16), pages 1-20, August.
    13. Jorge de Andrés-Sánchez & Angel Belzunegui-Eraso & Francesc Valls-Fonayet, 2021. "Assessing Efficiency of Public Poverty Policies in UE-28 with Linguistic Variables and Fuzzy Correlation Measures," Mathematics, MDPI, vol. 9(2), pages 1-25, January.
    14. Black, Geoffrey & Taylor Black, Meredith A. & Solan, David & Shropshire, David, 2015. "Carbon free energy development and the role of small modular reactors: A review and decision framework for deployment in developing countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 43(C), pages 83-94.

    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. Choudhary, Devendra & Shankar, Ravi, 2012. "An STEEP-fuzzy AHP-TOPSIS framework for evaluation and selection of thermal power plant location: A case study from India," Energy, Elsevier, vol. 42(1), pages 510-521.
    2. Doukas, Haris, 2013. "Modelling of linguistic variables in multicriteria energy policy support," European Journal of Operational Research, Elsevier, vol. 227(2), pages 227-238.
    3. Sueyoshi, Toshiyuki & Yuan, Yan & Goto, Mika, 2017. "A literature study for DEA applied to energy and environment," Energy Economics, Elsevier, vol. 62(C), pages 104-124.
    4. Mardani, Abbas & Zavadskas, Edmundas Kazimieras & Streimikiene, Dalia & Jusoh, Ahmad & Khoshnoudi, Masoumeh, 2017. "A comprehensive review of data envelopment analysis (DEA) approach in energy efficiency," Renewable and Sustainable Energy Reviews, Elsevier, vol. 70(C), pages 1298-1322.
    5. Deng, Yanfei & Xu, Jiuping & Liu, Ying & Mancl, Karen, 2014. "Biogas as a sustainable energy source in China: Regional development strategy application and decision making," Renewable and Sustainable Energy Reviews, Elsevier, vol. 35(C), pages 294-303.
    6. AlSabbagh, Maha & Siu, Yim Ling & Guehnemann, Astrid & Barrett, John, 2017. "Integrated approach to the assessment of CO2e-mitigation measures for the road passenger transport sector in Bahrain," Renewable and Sustainable Energy Reviews, Elsevier, vol. 71(C), pages 203-215.
    7. Tseng, Fang-Mei & Chiu, Yu-Jing & Chen, Ja-Shen, 2009. "Measuring business performance in the high-tech manufacturing industry: A case study of Taiwan's large-sized TFT-LCD panel companies," Omega, Elsevier, vol. 37(3), pages 686-697, June.
    8. Milad Kolagar & Seyed Mohammad Hassan Hosseini & Ramin Felegari & Parviz Fattahi, 2020. "Policy-making for renewable energy sources in search of sustainable development: a hybrid DEA-FBWM approach," Environment Systems and Decisions, Springer, vol. 40(4), pages 485-509, December.
    9. Alev Taskin Gumus & A. Yesim Yayla & Erkan Çelik & Aytac Yildiz, 2013. "A Combined Fuzzy-AHP and Fuzzy-GRA Methodology for Hydrogen Energy Storage Method Selection in Turkey," Energies, MDPI, vol. 6(6), pages 1-16, June.
    10. Karatas, Mumtaz & Sulukan, Egemen & Karacan, Ilknur, 2018. "Assessment of Turkey's energy management performance via a hybrid multi-criteria decision-making methodology," Energy, Elsevier, vol. 153(C), pages 890-912.
    11. Kong, Wei-Hsin & Fu, Tsu-Tan, 2012. "Assessing the performance of business colleges in Taiwan using data envelopment analysis and student based value-added performance indicators," Omega, Elsevier, vol. 40(5), pages 541-549.
    12. Zhou, Haibo & Yang, Yi & Chen, Yao & Zhu, Joe, 2018. "Data envelopment analysis application in sustainability: The origins, development and future directions," European Journal of Operational Research, Elsevier, vol. 264(1), pages 1-16.
    13. Chun, Dongphil & Hong, Sungjun & Chung, Yanghon & Woo, Chungwon & Seo, Hangyeol, 2016. "Influencing factors on hydrogen energy R&D projects: An ex-post performance evaluation," Renewable and Sustainable Energy Reviews, Elsevier, vol. 53(C), pages 1252-1258.
    14. Ma, Li-Ching & Li, Han-Lin, 2008. "A fuzzy ranking method with range reduction techniques," European Journal of Operational Research, Elsevier, vol. 184(3), pages 1032-1043, February.
    15. María Carmen Carnero, 2015. "Assessment of Environmental Sustainability in Health Care Organizations," Sustainability, MDPI, vol. 7(7), pages 1-22, June.
    16. Lee, Seong Kon & Mogi, Gento, 2018. "Relative efficiency of energy technologies in the Korean mid-term strategic energy technology development plan," Renewable and Sustainable Energy Reviews, Elsevier, vol. 91(C), pages 472-482.
    17. Jamal, Taskin & Urmee, Tania & Shafiullah, G.M., 2020. "Planning of off-grid power supply systems in remote areas using multi-criteria decision analysis," Energy, Elsevier, vol. 201(C).
    18. Menegaki, Angeliki N., 2013. "Growth and renewable energy in Europe: Benchmarking with data envelopment analysis," Renewable Energy, Elsevier, vol. 60(C), pages 363-369.
    19. Mohd Chachuli, Fairuz Suzana & Mat, Sohif & Ludin, Norasikin Ahmad & Sopian, Kamaruzzaman, 2021. "Performance evaluation of renewable energy R&D activities in Malaysia," Renewable Energy, Elsevier, vol. 163(C), pages 544-560.
    20. Camanho, Ana Santos & Silva, Maria Conceicao & Piran, Fabio Sartori & Lacerda, Daniel Pacheco, 2024. "A literature review of economic efficiency assessments using Data Envelopment Analysis," European Journal of Operational Research, Elsevier, vol. 315(1), pages 1-18.

    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:rensus:v:21:y:2013:i:c:p:347-355. 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/wps/find/journaldescription.cws_home/600126/description#description .

    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.