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Development of a stochastic multistage lifecycle programming model for electric power system planning – A case study for the Province of Saskatchewan, Canada

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  • Zhang, Xiaoyue
  • Huang, Guohe
  • Liu, Lirong
  • Li, Kailong

Abstract

In this study, a stochastic multistage lifecycle programming model (SMLP) for supporting the management of power systems and the associated economic and environmental risks is proposed. A two-fold objective is pursued. First, information on lifecycle GHG emissions from 10 forms of power generation technologies is comprehensively reviewed and characterized. Second, optimized pathways for the electricity system transition with specific consideration of lifecycle GHG emissions and lifecycle costs are identified. This work presents methodological advances in integrating the lifecycle concept with a power system optimization model, which can enhance the robustness of the resulting decision support. A case study for the Province of Saskatchewan is undertaken, where various uncertainties and risks are quantified and trade-offs among a number of system objectives/criteria are analyzed. According to the review, the lowest average emission per unit power generation is hydropower (12.8 g CO2-eq/kWh), closely followed by offshore wind power (14.6 g CO2-eq/kWh) and on-shore wind power (15.3 g CO2-eq/kWh). According to the modeling results, on-shore wind power is likely to become the dominant form of power generation in Saskatchewan by the end of the planning horizon; import power would play a big part in securing the province's electricity supply in the future. It is expected that the modeling results can help support the formulation of regional energy and relevant socio-economic and environmental policies.

Suggested Citation

  • Zhang, Xiaoyue & Huang, Guohe & Liu, Lirong & Li, Kailong, 2022. "Development of a stochastic multistage lifecycle programming model for electric power system planning – A case study for the Province of Saskatchewan, Canada," Renewable and Sustainable Energy Reviews, Elsevier, vol. 158(C).
  • Handle: RePEc:eee:rensus:v:158:y:2022:i:c:s136403212101306x
    DOI: 10.1016/j.rser.2021.112044
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    as
    1. Li, Zhe & Du, Hailong & Xiao, Yan & Guo, Jinsong, 2017. "Carbon footprints of two large hydro-projects in China: Life-cycle assessment according to ISO/TS 14067," Renewable Energy, Elsevier, vol. 114(PB), pages 534-546.
    2. WorldFish, 2020. "Annual Report 2019," Monographs, The WorldFish Center, number 40875, April.
    3. Hammond, Geoffrey P. & Howard, Hayley R. & Jones, Craig I., 2013. "The energy and environmental implications of UK more electric transition pathways: A whole systems perspective," Energy Policy, Elsevier, vol. 52(C), pages 103-116.
    4. 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.
    5. Raadal, Hanne Lerche & Vold, Bjørn Ivar & Myhr, Anders & Nygaard, Tor Anders, 2014. "GHG emissions and energy performance of offshore wind power," Renewable Energy, Elsevier, vol. 66(C), pages 314-324.
    6. Desideri, Umberto & Proietti, Stefania & Zepparelli, Francesco & Sdringola, Paolo & Bini, Silvia, 2012. "Life Cycle Assessment of a ground-mounted 1778kWp photovoltaic plant and comparison with traditional energy production systems," Applied Energy, Elsevier, vol. 97(C), pages 930-943.
    7. Beagle, E. & Belmont, E., 2019. "Comparative life cycle assessment of biomass utilization for electricity generation in the European Union and the United States," Energy Policy, Elsevier, vol. 128(C), pages 267-275.
    8. Reimers, Britta & Özdirik, Burcu & Kaltschmitt, Martin, 2014. "Greenhouse gas emissions from electricity generated by offshore wind farms," Renewable Energy, Elsevier, vol. 72(C), pages 428-438.
    9. Yin, J.N. & Huang, G.H. & Xie, Y.L. & An, Y.K., 2021. "Carbon-subsidized inter-regional electric power system planning under cost-risk tradeoff and uncertainty: A case study of Inner Mongolia, China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 135(C).
    10. 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.
    11. Briones Hidrovo, Andrei & Uche, Javier & Martínez-Gracia, Amaya, 2017. "Accounting for GHG net reservoir emissions of hydropower in Ecuador," Renewable Energy, Elsevier, vol. 112(C), pages 209-221.
    12. Song, Qingbin & Wang, Zhishi & Li, Jinhui & Duan, Huabo & Yu, Danfeng & Liu, Gang, 2018. "Comparative life cycle GHG emissions from local electricity generation using heavy oil, natural gas, and MSW incineration in Macau," Renewable and Sustainable Energy Reviews, Elsevier, vol. 81(P2), pages 2450-2459.
    13. Kabayo, Jeremiah & Marques, Pedro & Garcia, Rita & Freire, Fausto, 2019. "Life-cycle sustainability assessment of key electricity generation systems in Portugal," Energy, Elsevier, vol. 176(C), pages 131-142.
    14. Pascale, Andrew & Urmee, Tania & Moore, Andrew, 2011. "Life cycle assessment of a community hydroelectric power system in rural Thailand," Renewable Energy, Elsevier, vol. 36(11), pages 2799-2808.
    15. Pomponi, Francesco & Hart, Jim, 2021. "The greenhouse gas emissions of nuclear energy – Life cycle assessment of a European pressurised reactor," Applied Energy, Elsevier, vol. 290(C).
    16. Egre, Dominique & Milewski, Joseph C., 2002. "The diversity of hydropower projects," Energy Policy, Elsevier, vol. 30(14), pages 1225-1230, November.
    17. Cai, Y.P. & Huang, G.H. & Tan, Q. & Yang, Z.F., 2011. "An integrated approach for climate-change impact analysis and adaptation planning under multi-level uncertainties. Part I: Methodology," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(6), pages 2779-2790, August.
    18. Ding, Ning & Liu, Jingru & Yang, Jianxin & Yang, Dong, 2017. "Comparative life cycle assessment of regional electricity supplies in China," Resources, Conservation & Recycling, Elsevier, vol. 119(C), pages 47-59.
    19. Li, Y.F. & Huang, G.H. & Li, Y.P. & Xu, Y. & Chen, W.T., 2010. "Regional-scale electric power system planning under uncertainty--A multistage interval-stochastic integer linear programming approach," Energy Policy, Elsevier, vol. 38(1), pages 475-490, January.
    20. Alvarez, Sergio & Sosa, María & Rubio, Agustín, 2015. "Product and corporate carbon footprint using the compound method based on financial accounts. The case of Osorio wind farms," Applied Energy, Elsevier, vol. 139(C), pages 196-204.
    21. Mahmud, M. A. Parvez & Huda, Nazmul & Farjana, Shahjadi Hisan & Lang, Candace, 2019. "A strategic impact assessment of hydropower plants in alpine and non-alpine areas of Europe," Applied Energy, Elsevier, vol. 250(C), pages 198-214.
    22. Huang, G. H., 1998. "A hybrid inexact-stochastic water management model," European Journal of Operational Research, Elsevier, vol. 107(1), pages 137-158, May.
    23. 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.
    24. Zhang, Yiyi & Wang, Jiaqi & Zhang, Linmei & Liu, Jiefeng & Zheng, Hanbo & Fang, Jiake & Hou, Shengren & Chen, Shaoqing, 2020. "Optimization of China’s electric power sector targeting water stress and carbon emissions," Applied Energy, Elsevier, vol. 271(C).
    25. Santoyo-Castelazo, E. & Gujba, H. & Azapagic, A., 2011. "Life cycle assessment of electricity generation in Mexico," Energy, Elsevier, vol. 36(3), pages 1488-1499.
    26. Wang, Like & Wang, Yuan & Du, Huibin & Zuo, Jian & Yi Man Li, Rita & Zhou, Zhihua & Bi, Fenfen & Garvlehn, McSimon P., 2019. "A comparative life-cycle assessment of hydro-, nuclear and wind power: A China study," Applied Energy, Elsevier, vol. 249(C), pages 37-45.
    27. Garcia, Rita & Marques, Pedro & Freire, Fausto, 2014. "Life-cycle assessment of electricity in Portugal," Applied Energy, Elsevier, vol. 134(C), pages 563-572.
    28. Bonou, Alexandra & Laurent, Alexis & Olsen, Stig I., 2016. "Life cycle assessment of onshore and offshore wind energy-from theory to application," Applied Energy, Elsevier, vol. 180(C), pages 327-337.
    29. Varun & Bhat, I.K. & Prakash, Ravi, 2009. "LCA of renewable energy for electricity generation systems--A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(5), pages 1067-1073, June.
    30. Wang, Changbo & Chang, Yuan & Zhang, Lixiao & Chen, Yongsheng & Pang, Mingyue, 2018. "Quantifying uncertainties in greenhouse gas accounting of biomass power generation in China: System boundary and parameters," Energy, Elsevier, vol. 158(C), pages 121-127.
    31. Leung, Dennis Y.C. & Caramanna, Giorgio & Maroto-Valer, M. Mercedes, 2014. "An overview of current status of carbon dioxide capture and storage technologies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 39(C), pages 426-443.
    32. Yi, Qun & Zhao, Yingjie & Huang, Yi & Wei, Guoqiang & Hao, Yanhong & Feng, Jie & Mohamed, Usama & Pourkashanian, Mohamed & Nimmo, William & Li, Wenying, 2018. "Life cycle energy-economic-CO2 emissions evaluation of biomass/coal, with and without CO2 capture and storage, in a pulverized fuel combustion power plant in the United Kingdom," Applied Energy, Elsevier, vol. 225(C), pages 258-272.
    33. Whiting, Andrew & Azapagic, Adisa, 2014. "Life cycle environmental impacts of generating electricity and heat from biogas produced by anaerobic digestion," Energy, Elsevier, vol. 70(C), pages 181-193.
    34. Chai, Li & Liao, Xiawei & Yang, Liu & Yan, Xianglin, 2018. "Assessing life cycle water use and pollution of coal-fired power generation in China using input-output analysis," Applied Energy, Elsevier, vol. 231(C), pages 951-958.
    35. Ji, Ling & Huang, Guo-He & Huang, Lu-Cheng & Xie, Yu-Lei & Niu, Dong-Xiao, 2016. "Inexact stochastic risk-aversion optimal day-ahead dispatch model for electricity system management with wind power under uncertainty," Energy, Elsevier, vol. 109(C), pages 920-932.
    36. Atilgan, Burcin & Azapagic, Adisa, 2016. "Renewable electricity in Turkey: Life cycle environmental impacts," Renewable Energy, Elsevier, vol. 89(C), pages 649-657.
    37. Gao, Cheng-kang & Na, Hong-ming & Song, Kai-hui & Dyer, Noel & Tian, Fan & Xu, Qing-jiang & Xing, Yu-hong, 2019. "Environmental impact analysis of power generation from biomass and wind farms in different locations," Renewable and Sustainable Energy Reviews, Elsevier, vol. 102(C), pages 307-317.
    38. Thakur, Amit & Canter, Christina E. & Kumar, Amit, 2014. "Life-cycle energy and emission analysis of power generation from forest biomass," Applied Energy, Elsevier, vol. 128(C), pages 246-253.
    39. Hou, Guofu & Sun, Honghang & Jiang, Ziying & Pan, Ziqiang & Wang, Yibo & Zhang, Xiaodan & Zhao, Ying & Yao, Qiang, 2016. "Life cycle assessment of grid-connected photovoltaic power generation from crystalline silicon solar modules in China," Applied Energy, Elsevier, vol. 164(C), pages 882-890.
    40. 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.
    41. 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.
    42. Michael Whitaker & Garvin A. Heath & Patrick O’Donoughue & Martin Vorum, 2012. "Life Cycle Greenhouse Gas Emissions of Coal‐Fired Electricity Generation," Journal of Industrial Ecology, Yale University, vol. 16(s1), pages 53-72, April.
    43. Oshiro, Ken & Kainuma, Mikiko & Masui, Toshihiko, 2017. "Implications of Japan's 2030 target for long-term low emission pathways," Energy Policy, Elsevier, vol. 110(C), pages 581-587.
    44. Asdrubali, Francesco & Baldinelli, Giorgio & D’Alessandro, Francesco & Scrucca, Flavio, 2015. "Life cycle assessment of electricity production from renewable energies: Review and results harmonization," Renewable and Sustainable Energy Reviews, Elsevier, vol. 42(C), pages 1113-1122.
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    2. Cheng, Yang & Jin, Lei & Fu, Haiyan & Fan, Yurui & Bai, Ruolin & Wei, Yi, 2024. "Investigating the impact of climate change and policy orientation on energy–carbon–water nexus under multi-criteria analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 189(PB).

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