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Optimization of China’s electric power sector targeting water stress and carbon emissions

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  • Zhang, Yiyi
  • Wang, Jiaqi
  • Zhang, Linmei
  • Liu, Jiefeng
  • Zheng, Hanbo
  • Fang, Jiake
  • Hou, Shengren
  • Chen, Shaoqing

Abstract

Electric power sector is a significant water consumer and a major source of carbon emissions in China. Optimizing electricity mix is critical for maintaining a stable energy supply while addressing water stress and carbon emissions associated with power generation. In this study, we developed an optimization model with the dual objectives of mitigating the risk of water scarcity and cutting carbon emissions, by adjusting the electricity mix and power generation tasks of provincial grids. Using the weighted sum method, the optimization of grids is simulated based on a scenario analysis within specified equality and boundary constraints. We quantified the impact of the spatial distribution of thermal power and power generated from clean energies (hydropower, wind power, nuclear power, and solar power) on virtual water consumption and carbon emissions at a provincial level in China. The results suggested that transferring part of power generation tasks from water-deficient areas (e.g., Shandong and Jiangsu) to water-sufficient areas (e.g., Yunnan and Guangdong) could significantly mitigate water scarcity. Water consumption of power generation could be reduced by 34.7% in highly water-deficient areas if a water-prioritized scenario is implemented. Carbon emissions related to power generation could be reduced nationwide under a carbon-prioritized scenario and a water-carbon-balanced scenario. This model could provide a synergistic perspective for improving regional water and carbon performances based on changes in electricity mix.

Suggested Citation

  • 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).
    • Handle: RePEc:eee:appene:v:271:y:2020:i:c:s0306261920307339
    DOI: 10.1016/j.apenergy.2020.115221
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    as
    1. Cristóbal, Jorge & Guillén-Gosálbez, Gonzalo & Jiménez, Laureano & Irabien, Angel, 2012. "Multi-objective optimization of coal-fired electricity production with CO2 capture," Applied Energy, Elsevier, vol. 98(C), pages 266-272.
    2. Fang, Delin & Chen, Bin, 2018. "Linkage analysis for water-carbon nexus in China," Applied Energy, Elsevier, vol. 225(C), pages 682-695.
    3. Wang, Lu & Wei, Yi-Ming & Brown, Marilyn A., 2017. "Global transition to low-carbon electricity: A bibliometric analysis," Applied Energy, Elsevier, vol. 205(C), pages 57-68.
    4. Feng, Kuishuang & Hubacek, Klaus & Siu, Yim Ling & Li, Xin, 2014. "The energy and water nexus in Chinese electricity production: A hybrid life cycle analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 39(C), pages 342-355.
    5. Li, Xin & Feng, Kuishuang & Siu, Yim Ling & Hubacek, Klaus, 2012. "Energy-water nexus of wind power in China: The balancing act between CO2 emissions and water consumption," Energy Policy, Elsevier, vol. 45(C), pages 440-448.
    6. Yang, Lisha & Lin, Boqiang, 2016. "Carbon dioxide-emission in China׳s power industry: Evidence and policy implications," Renewable and Sustainable Energy Reviews, Elsevier, vol. 60(C), pages 258-267.
    7. Wang, Xue-Chao & Klemeš, Jiří Jaromír & Wang, Yutao & Dong, Xiaobin & Wei, Hejie & Xu, Zihan & Varbanov, Petar Sabev, 2020. "Water-Energy-Carbon Emissions nexus analysis of China: An environmental input-output model-based approach," Applied Energy, Elsevier, vol. 261(C).
    8. Tsolas, Spyridon D. & Karim, M. Nazmul & Hasan, M.M. Faruque, 2018. "Optimization of water-energy nexus: A network representation-based graphical approach," Applied Energy, Elsevier, vol. 224(C), pages 230-250.
    9. Liao, Xiawei & Zhao, Xu & Hall, Jim W. & Guan, Dabo, 2018. "Categorising virtual water transfers through China’s electric power sector," Applied Energy, Elsevier, vol. 226(C), pages 252-260.
    10. Pratama, Yoga Wienda & Purwanto, Widodo Wahyu & Tezuka, Tetsuo & McLellan, Benjamin Craig & Hartono, Djoni & Hidayatno, Akhmad & Daud, Yunus, 2017. "Multi-objective optimization of a multiregional electricity system in an archipelagic state: The role of renewable energy in energy system sustainability," Renewable and Sustainable Energy Reviews, Elsevier, vol. 77(C), pages 423-439.
    11. Dong, Jun & Feng, Tian-tian & Sun, Hong-xing & Cai, Hong-xin & Li, Rong & Yang, Yisheng, 2016. "Clean distributed generation in China: Policy options and international experience," Renewable and Sustainable Energy Reviews, Elsevier, vol. 57(C), pages 753-764.
    12. Wang, Saige & Liu, Yating & Chen, Bin, 2018. "Multiregional input–output and ecological network analyses for regional energy–water nexus within China," Applied Energy, Elsevier, vol. 227(C), pages 353-364.
    13. Meng, Fanxin & Liu, Gengyuan & Chang, Yuan & Su, Meirong & Hu, Yuanchao & Yang, Zhifeng, 2019. "Quantification of urban water-carbon nexus using disaggregated input-output model: A case study in Beijing (China)," Energy, Elsevier, vol. 171(C), pages 403-418.
    14. Guo, Ruipeng & Zhu, Xiaojie & Chen, Bin & Yue, Yunli, 2016. "Ecological network analysis of the virtual water network within China’s electric power system during 2007–2012," Applied Energy, Elsevier, vol. 168(C), pages 110-121.
    15. Zhang, Qi & Mclellan, Benjamin C. & Tezuka, Tetsuo & Ishihara, Keiichi N., 2013. "An integrated model for long-term power generation planning toward future smart electricity systems," Applied Energy, Elsevier, vol. 112(C), pages 1424-1437.
    16. Yuan, Rong & Behrens, Paul & Tukker, Arnold & Rodrigues, João F.D., 2018. "Carbon overhead: The impact of the expansion in low-carbon electricity in China 2015–2040," Energy Policy, Elsevier, vol. 119(C), pages 97-104.
    17. Zhai, Mengyu & Huang, Guohe & Liu, Lirong & Zheng, Boyue & Guan, Yuru, 2020. "Inter-regional carbon flows embodied in electricity transmission: network simulation for energy-carbon nexus," Renewable and Sustainable Energy Reviews, Elsevier, vol. 118(C).
    18. Li, Lili & Taeihagh, Araz, 2020. "An in-depth analysis of the evolution of the policy mix for the sustainable energy transition in China from 1981 to 2020," Applied Energy, Elsevier, vol. 263(C).
    19. Sharifzadeh, Mahdi & Hien, Raymond Khoo Teck & Shah, Nilay, 2019. "China’s roadmap to low-carbon electricity and water: Disentangling greenhouse gas (GHG) emissions from electricity-water nexus via renewable wind and solar power generation, and carbon capture and sto," Applied Energy, Elsevier, vol. 235(C), pages 31-42.
    20. Mileva, Ana & Johnston, Josiah & Nelson, James H. & Kammen, Daniel M., 2016. "Power system balancing for deep decarbonization of the electricity sector," Applied Energy, Elsevier, vol. 162(C), pages 1001-1009.
    21. Liu, Yitong & Chen, Bin & Wei, Wendong & Shao, Ling & Li, Zhi & Jiang, Weizhong & Chen, Guoqian, 2020. "Global water use associated with energy supply, demand and international trade of China," Applied Energy, Elsevier, vol. 257(C).
    22. Zhu, Xiaojie & Guo, Ruipeng & Chen, Bin & Zhang, Jing & Hayat, Tasawar & Alsaedi, Ahmed, 2015. "Embodiment of virtual water of power generation in the electric power system in China," Applied Energy, Elsevier, vol. 151(C), pages 345-354.
    23. Chen, Shaoqing & Chen, Bin, 2016. "Urban energy–water nexus: A network perspective," Applied Energy, Elsevier, vol. 184(C), pages 905-914.
    24. Wang, Yongpei & Yan, Weilong & Zhuang, Shangwen & Zhang, Qian, 2019. "Competition or complementarity ? The hydropower and thermal power nexus in China," Renewable Energy, Elsevier, vol. 138(C), pages 531-541.
    25. Muis, Z.A. & Hashim, H. & Manan, Z.A. & Taha, F.M. & Douglas, P.L., 2010. "Optimal planning of renewable energy-integrated electricity generation schemes with CO2 reduction target," Renewable Energy, Elsevier, vol. 35(11), pages 2562-2570.
    26. Zhang, Yiyi & Fang, Jiake & Wang, Saige & Yao, Huilu, 2020. "Energy-water nexus in electricity trade network: A case study of interprovincial electricity trade in China," Applied Energy, Elsevier, vol. 257(C).
    27. Zhang, Chao & Zhong, Lijin & Liang, Sai & Sanders, Kelly T. & Wang, Jiao & Xu, Ming, 2017. "Virtual scarce water embodied in inter-provincial electricity transmission in China," Applied Energy, Elsevier, vol. 187(C), pages 438-448.
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