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A two-stage multi-criteria analysis method for planning renewable energy use and carbon saving

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  • Ahmed, Asam
  • Sutrisno, Setiadi Wicaksono
  • You, Siming

Abstract

Renewable energy use is critical for achieving climate change goals. It is essential to understand necessary to the priority, capacity, and number of units of renewable energy systems for generation planning. Multi-criteria analysis methods serve as an effective tool for planning renewable energy generation. In this work, a two-stage multi-criteria analysis method was developed to identify the priority and capacities, as well as the numbers of units of renewable energy technologies. Technical (capacity factor and power density), economic (benefit-to-cost ratio), and environmental (carbon dioxide equivalent emission) criteria were considered. The method was applied to plan Glasgow’s renewable energy use. It was found that the planned renewable energy use configuration consists of 255 units of wind turbines (3.6 MW each), 23,497 units of solar photovoltaic panels (11 kW each), 2 units of biomass combustion systems (2 MW each), and 3382 units of ground source heat pumps (22.5 kW each) corresponding to an annual carbon footprint of 109,629 tonnes carbon dioxide equivalent. Sensitivity analysis was also conducted to assess the impacts of weightings in technical, economic, and environmental criteria on the decision in the configuration of renewable energy use.

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  • Ahmed, Asam & Sutrisno, Setiadi Wicaksono & You, Siming, 2020. "A two-stage multi-criteria analysis method for planning renewable energy use and carbon saving," Energy, Elsevier, vol. 199(C).
    • Handle: RePEc:eee:energy:v:199:y:2020:i:c:s036054422030582x
    DOI: 10.1016/j.energy.2020.117475
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    as
    1. Liang, Xu & Xu, Tianfu & Feng, Bo & Jiang, Zhenjiao, 2018. "Optimization of heat extraction strategies in fault-controlled hydro-geothermal reservoirs," Energy, Elsevier, vol. 164(C), pages 853-870.
    2. Greening, Benjamin & Azapagic, Adisa, 2012. "Domestic heat pumps: Life cycle environmental impacts and potential implications for the UK," Energy, Elsevier, vol. 39(1), pages 205-217.
    3. Denholm, Paul, 2006. "Improving the technical, environmental and social performance of wind energy systems using biomass-based energy storage," Renewable Energy, Elsevier, vol. 31(9), pages 1355-1370.
    4. Ma, Zhiwei & Bao, Huashan & Roskilly, Anthony Paul, 2019. "Seasonal solar thermal energy storage using thermochemical sorption in domestic dwellings in the UK," Energy, Elsevier, vol. 166(C), pages 213-222.
    5. Amponsah, Nana Yaw & Troldborg, Mads & Kington, Bethany & Aalders, Inge & Hough, Rupert Lloyd, 2014. "Greenhouse gas emissions from renewable energy sources: A review of lifecycle considerations," Renewable and Sustainable Energy Reviews, Elsevier, vol. 39(C), pages 461-475.
    6. Liu, Liansheng & Kong, Fanxin & Liu, Xue & Peng, Yu & Wang, Qinglong, 2015. "A review on electric vehicles interacting with renewable energy in smart grid," Renewable and Sustainable Energy Reviews, Elsevier, vol. 51(C), pages 648-661.
    7. Speirs, Jamie & McGlade, Christophe & Slade, Raphael, 2015. "Uncertainty in the availability of natural resources: Fossil fuels, critical metals and biomass," Energy Policy, Elsevier, vol. 87(C), pages 654-664.
    8. Abdullah, M.A. & Muttaqi, K.M. & Agalgaonkar, A.P., 2015. "Sustainable energy system design with distributed renewable resources considering economic, environmental and uncertainty aspects," Renewable Energy, Elsevier, vol. 78(C), pages 165-172.
    9. Perimenis, Anastasios & Walimwipi, Hartley & Zinoviev, Sergey & Müller-Langer, Franziska & Miertus, Stanislav, 2011. "Development of a decision support tool for the assessment of biofuels," Energy Policy, Elsevier, vol. 39(3), pages 1782-1793, March.
    10. Štreimikienė, Dalia & Šliogerienė, Jūratė & Turskis, Zenonas, 2016. "Multi-criteria analysis of electricity generation technologies in Lithuania," Renewable Energy, Elsevier, vol. 85(C), pages 148-156.
    11. Georgiou, Dimitris & Mohammed, Essam Sh. & Rozakis, Stelios, 2015. "Multi-criteria decision making on the energy supply configuration of autonomous desalination units," Renewable Energy, Elsevier, vol. 75(C), pages 459-467.
    12. Mourmouris, J.C. & Potolias, C., 2013. "A multi-criteria methodology for energy planning and developing renewable energy sources at a regional level: A case study Thassos, Greece," Energy Policy, Elsevier, vol. 52(C), pages 522-530.
    13. Yang, Yulan & Li, Baizhan & Yao, Runming, 2010. "A method of identifying and weighting indicators of energy efficiency assessment in Chinese residential buildings," Energy Policy, Elsevier, vol. 38(12), pages 7687-7697, December.
    14. Mazzeo, Domenico & Oliveti, Giuseppe & Baglivo, Cristina & Congedo, Paolo M., 2018. "Energy reliability-constrained method for the multi-objective optimization of a photovoltaic-wind hybrid system with battery storage," Energy, Elsevier, vol. 156(C), pages 688-708.
    15. Kaya, Tolga & Kahraman, Cengiz, 2010. "Multicriteria renewable energy planning using an integrated fuzzy VIKOR & AHP methodology: The case of Istanbul," Energy, Elsevier, vol. 35(6), pages 2517-2527.
    16. Walker, Sara Louise & Hope, Alex & Bentley, Edward, 2014. "Modelling steady state performance of a local electricity distribution system under UK 2050 carbon pathway scenarios," Energy, Elsevier, vol. 78(C), pages 604-621.
    17. Bajpai, Prabodh & Dash, Vaishalee, 2012. "Hybrid renewable energy systems for power generation in stand-alone applications: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(5), pages 2926-2939.
    18. Mazzeo, Domenico, 2019. "Nocturnal electric vehicle charging interacting with a residential photovoltaic-battery system: a 3E (energy, economic and environmental) analysis," Energy, Elsevier, vol. 168(C), pages 310-331.
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