IDEAS home Printed from https://ideas.repec.org/a/eee/renene/v93y2016icp369-382.html
   My bibliography  Save this article

Analysis of technology improvement opportunities for a 1.5 MW wind turbine using a hybrid stochastic approach in life cycle assessment

Author

Listed:
  • Ozoemena, Matthew
  • Hasan, Reaz
  • Cheung, Wai Ming

Abstract

This paper presents an analysis of potential technological advancements for a 1.5 MW wind turbine using a hybrid stochastic method to improve uncertainty estimates of embodied energy and embodied carbon. The analysis is specifically aimed at these two quantities due to the fact that LCA based design decision making is of utmost importance at the concept design stage. In the presented case studies, better results for the baseline turbine were observed compared to turbines with the proposed technological advancements. Embodied carbon and embodied energy results for the baseline turbine show that there is about 85% probability that the turbine manufacturers may have lost the chance to reduce carbon emissions, and 50% probability that they may have lost the chance to reduce the primary energy consumed during its manufacture. The paper also highlights that the adopted methodology can be used to support design decision making and hence is more feasible for LCA studies.

Suggested Citation

  • Ozoemena, Matthew & Hasan, Reaz & Cheung, Wai Ming, 2016. "Analysis of technology improvement opportunities for a 1.5 MW wind turbine using a hybrid stochastic approach in life cycle assessment," Renewable Energy, Elsevier, vol. 93(C), pages 369-382.
    • Handle: RePEc:eee:renene:v:93:y:2016:i:c:p:369-382
    DOI: 10.1016/j.renene.2016.03.012
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0960148116301963
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.renene.2016.03.012?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. Kabir, Md Ruhul & Rooke, Braden & Dassanayake, G.D. Malinga & Fleck, Brian A., 2012. "Comparative life cycle energy, emission, and economic analysis of 100 kW nameplate wind power generation," Renewable Energy, Elsevier, vol. 37(1), pages 133-141.
    2. Weitemeyer, Stefan & Kleinhans, David & Vogt, Thomas & Agert, Carsten, 2015. "Integration of Renewable Energy Sources in future power systems: The role of storage," Renewable Energy, Elsevier, vol. 75(C), pages 14-20.
    3. Guezuraga, Begoña & Zauner, Rudolf & Pölz, Werner, 2012. "Life cycle assessment of two different 2 MW class wind turbines," Renewable Energy, Elsevier, vol. 37(1), pages 37-44.
    4. Ardente, Fulvio & Beccali, Marco & Cellura, Maurizio & Lo Brano, Valerio, 2008. "Energy performances and life cycle assessment of an Italian wind farm," Renewable and Sustainable Energy Reviews, Elsevier, vol. 12(1), pages 200-217, January.
    5. Yang, Q. & Chen, G.Q. & Liao, S. & Zhao, Y.H. & Peng, H.W. & Chen, H.P., 2013. "Environmental sustainability of wind power: An emergy analysis of a Chinese wind farm," Renewable and Sustainable Energy Reviews, Elsevier, vol. 25(C), pages 229-239.
    6. Zhong, Z.W. & Song, B. & Loh, P.E., 2011. "LCAs of a polycrystalline photovoltaic module and a wind turbine," Renewable Energy, Elsevier, vol. 36(8), pages 2227-2237.
    7. Tremeac, Brice & Meunier, Francis, 2009. "Life cycle analysis of 4.5Â MW and 250Â W wind turbines," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(8), pages 2104-2110, October.
    8. Greening, Benjamin & Azapagic, Adisa, 2013. "Environmental impacts of micro-wind turbines and their potential to contribute to UK climate change targets," Energy, Elsevier, vol. 59(C), pages 454-466.
    9. Fleck, Brian & Huot, Marc, 2009. "Comparative life-cycle assessment of a small wind turbine for residential off-grid use," Renewable Energy, Elsevier, vol. 34(12), pages 2688-2696.
    10. Kelly, K.A. & McManus, M.C. & Hammond, G.P., 2014. "An energy and carbon life cycle assessment of industrial CHP (combined heat and power) in the context of a low carbon UK," Energy, Elsevier, vol. 77(C), pages 812-821.
    11. Lenzen, M. & Treloar, G., 2002. "Embodied energy in buildings: wood versus concrete--reply to Borjesson and Gustavsson," Energy Policy, Elsevier, vol. 30(3), pages 249-255, February.
    12. Lenzen, Manfred & Dey, Christopher, 2000. "Truncation error in embodied energy analyses of basic iron and steel products," Energy, Elsevier, vol. 25(6), pages 577-585.
    13. Chaouki Ghenai, 2012. "Life Cycle Analysis of Wind Turbine," Chapters, in: Chaouki Ghenai (ed.), Sustainable Development - Energy, Engineering and Technologies - Manufacturing and Environment, IntechOpen.
    14. Khan, Faisal I. & Hawboldt, Kelly & Iqbal, M.T., 2005. "Life Cycle Analysis of wind–fuel cell integrated system," Renewable Energy, Elsevier, vol. 30(2), pages 157-177.
    15. Weinzettel, Jan & Reenaas, Marte & Solli, Christian & Hertwich, Edgar G., 2009. "Life cycle assessment of a floating offshore wind turbine," Renewable Energy, Elsevier, vol. 34(3), pages 742-747.
    16. Shannon M. Lloyd & Robert Ries, 2007. "Characterizing, Propagating, and Analyzing Uncertainty in Life‐Cycle Assessment: A Survey of Quantitative Approaches," Journal of Industrial Ecology, Yale University, vol. 11(1), pages 161-179, January.
    17. Wang, Yuxuan & Sun, Tianye, 2012. "Life cycle assessment of CO2 emissions from wind power plants: Methodology and case studies," Renewable Energy, Elsevier, vol. 43(C), pages 30-36.
    18. Chen, G.Q. & Yang, Q. & Zhao, Y.H., 2011. "Renewability of wind power in China: A case study of nonrenewable energy cost and greenhouse gas emission by a plant in Guangxi," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(5), pages 2322-2329, June.
    19. Oebels, Kerstin B. & Pacca, Sergio, 2013. "Life cycle assessment of an onshore wind farm located at the northeastern coast of Brazil," Renewable Energy, Elsevier, vol. 53(C), pages 60-70.
    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. Niklas Andersen & Ola Eriksson & Karl Hillman & Marita Wallhagen, 2016. "Wind Turbines’ End-of-Life: Quantification and Characterisation of Future Waste Materials on a National Level," Energies, MDPI, vol. 9(12), pages 1-24, November.
    2. He, Li & Zhang, Shiyue & Chen, Yizhong & Ren, Lixia & Li, Jing, 2018. "Techno-economic potential of a renewable energy-based microgrid system for a sustainable large-scale residential community in Beijing, China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 93(C), pages 631-641.

    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. Lombardi, Lidia & Mendecka, Barbara & Carnevale, Ennio & Stanek, Wojciech, 2018. "Environmental impacts of electricity production of micro wind turbines with vertical axis," Renewable Energy, Elsevier, vol. 128(PB), pages 553-564.
    2. Mendecka, Barbara & Lombardi, Lidia, 2019. "Life cycle environmental impacts of wind energy technologies: A review of simplified models and harmonization of the results," Renewable and Sustainable Energy Reviews, Elsevier, vol. 111(C), pages 462-480.
    3. Nugent, Daniel & Sovacool, Benjamin K., 2014. "Assessing the lifecycle greenhouse gas emissions from solar PV and wind energy: A critical meta-survey," Energy Policy, Elsevier, vol. 65(C), pages 229-244.
    4. Niklas Andersen & Ola Eriksson & Karl Hillman & Marita Wallhagen, 2016. "Wind Turbines’ End-of-Life: Quantification and Characterisation of Future Waste Materials on a National Level," Energies, MDPI, vol. 9(12), pages 1-24, November.
    5. Arvesen, Anders & Hertwich, Edgar G., 2012. "Assessing the life cycle environmental impacts of wind power: A review of present knowledge and research needs," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(8), pages 5994-6006.
    6. Campos-Guzmán, Verónica & García-Cáscales, M. Socorro & Espinosa, Nieves & Urbina, Antonio, 2019. "Life Cycle Analysis with Multi-Criteria Decision Making: A review of approaches for the sustainability evaluation of renewable energy technologies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 104(C), pages 343-366.
    7. Jesuina Chipindula & Venkata Sai Vamsi Botlaguduru & Hongbo Du & Raghava Rao Kommalapati & Ziaul Huque, 2018. "Life Cycle Environmental Impact of Onshore and Offshore Wind Farms in Texas," Sustainability, MDPI, vol. 10(6), pages 1-18, June.
    8. Savino, Matteo M. & Manzini, Riccardo & Della Selva, Vincenzo & Accorsi, Riccardo, 2017. "A new model for environmental and economic evaluation of renewable energy systems: The case of wind turbines," Applied Energy, Elsevier, vol. 189(C), pages 739-752.
    9. Alizadeh, Sadegh & Avami, Akram, 2021. "Development of a framework for the sustainability evaluation of renewable and fossil fuel power plants using integrated LCA-emergy analysis: A case study in Iran," Renewable Energy, Elsevier, vol. 179(C), pages 1548-1564.
    10. Mohamed R. Gomaa & Hegazy Rezk & Ramadan J. Mustafa & Mujahed Al-Dhaifallah, 2019. "Evaluating the Environmental Impacts and Energy Performance of a Wind Farm System Utilizing the Life-Cycle Assessment Method: A Practical Case Study," Energies, MDPI, vol. 12(17), pages 1-25, August.
    11. Yang, Jin & Chen, Bin, 2016. "Emergy-based sustainability evaluation of wind power generation systems," Applied Energy, Elsevier, vol. 177(C), pages 239-246.
    12. Michaela Gkantou & Carlos Rebelo & Charalampos Baniotopoulos, 2020. "Life Cycle Assessment of Tall Onshore Hybrid Steel Wind Turbine Towers," Energies, MDPI, vol. 13(15), pages 1-21, August.
    13. Li, Qiangfeng & Duan, Huabo & Xie, Minghui & Kang, Peng & Ma, Yi & Zhong, Ruoyu & Gao, Tianming & Zhong, Weiqiong & Wen, Bojie & Bai, Feng & Vuppaladadiyam, Arun K., 2021. "Life cycle assessment and life cycle cost analysis of a 40 MW wind farm with consideration of the infrastructure," Renewable and Sustainable Energy Reviews, Elsevier, vol. 138(C).
    14. Summerfield-Ryan, Oliver & Park, Susan, 2023. "The power of wind: The global wind energy industry's successes and failures," Ecological Economics, Elsevier, vol. 210(C).
    15. Kaldellis, J.K. & Apostolou, D., 2017. "Life cycle energy and carbon footprint of offshore wind energy. Comparison with onshore counterpart," Renewable Energy, Elsevier, vol. 108(C), pages 72-84.
    16. Shalini Verma & Akshoy Ranjan Paul & Nawshad Haque, 2022. "Selected Environmental Impact Indicators Assessment of Wind Energy in India Using a Life Cycle Assessment," Energies, MDPI, vol. 15(11), pages 1-16, May.
    17. Nian, Victor & Liu, Yang & Zhong, Sheng, 2019. "Life cycle cost-benefit analysis of offshore wind energy under the climatic conditions in Southeast Asia – Setting the bottom-line for deployment," Applied Energy, Elsevier, vol. 233, pages 1003-1014.
    18. Yang, Jin & Chen, Bin, 2013. "Integrated evaluation of embodied energy, greenhouse gas emission and economic performance of a typical wind farm in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 27(C), pages 559-568.
    19. Louise Christine Dammeier & Joyce H. C. Bosmans & Mark A. J. Huijbregts, 2023. "Variability in greenhouse gas footprints of the global wind farm fleet," Journal of Industrial Ecology, Yale University, vol. 27(1), pages 272-282, February.
    20. Yashuang Feng & Lixiao Zhang, 2023. "The GHG Intensities of Wind Power Plants in China from a Life-Cycle Perspective: The Impacts of Geographical Location, Turbine Technology and Management Level," Sustainability, MDPI, vol. 15(5), pages 1-17, March.

    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:renene:v:93:y:2016:i:c:p:369-382. 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.journals.elsevier.com/renewable-energy .

    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.