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Multi-objective optimization of energy-water nexus from spatial resource reallocation perspective in China

Author

Listed:
  • Zhang, Kai
  • Zhang, Yiyi
  • Xi, Shan
  • Liu, Jiefeng
  • Li, Jiashuo
  • Hou, Shengren
  • Chen, Bin

Abstract

With China’s vast territory and high regional heterogeneity in the spatial energy and water resources distribution, provincial-level embodied energy (EE) and virtual water (VW) reallocation are critical to regional energy and water recourse management but unfortunately, remain far from completed. In this paper, considering the heterogeneity of energy and water resources endowments among provinces, we constructed a dual objectives optimization framework to minimize national energy stress and water stress. Also, we evaluated the EE and VW flows’ synergy impact on mitigating energy and water stress. We found that the spatial resources reallocation has a significant role on mitigating energy and water stress in high-stress regions. The results show that the net energy inflow can increase by 33.5%, and the net water inflow can increase by 42.1% in high-stress regions. The EE and VW flows’ impact on mitigating resource stress is affected by the spatial resource endowments’ heterogeneity. The flows that have the most positive impact on mitigating regional energy and water stress are Shanxi-Jiangsu and Jiangxi-Shanghai, respectively, while the most negative flows are Jiangsu-Henan and Xinjiang-Heilongjiang, respectively. The EE and VW flows among provinces have synergy in mitigating energy and water stress. Policy makers should not only focus on the local resources’ consumption, but on the inter-provincial recourse flow and spatial resource endowments’ heterogeneity. Inter-provincial cooperation is recommended, with reducing the scale of EE and VW trade that has negative impact, which can mitigate regional energy and water stress.

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  • Zhang, Kai & Zhang, Yiyi & Xi, Shan & Liu, Jiefeng & Li, Jiashuo & Hou, Shengren & Chen, Bin, 2022. "Multi-objective optimization of energy-water nexus from spatial resource reallocation perspective in China," Applied Energy, Elsevier, vol. 314(C).
  • Handle: RePEc:eee:appene:v:314:y:2022:i:c:s0306261922003415
    DOI: 10.1016/j.apenergy.2022.118919
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    as
    1. Zhang, Xiaodong & Vesselinov, Velimir V., 2016. "Energy-water nexus: Balancing the tradeoffs between two-level decision makers," Applied Energy, Elsevier, vol. 183(C), pages 77-87.
    2. Duan, Cuncun & Chen, Bin, 2017. "Energy–water nexus of international energy trade of China," Applied Energy, Elsevier, vol. 194(C), pages 725-734.
    3. Zhang, Bo & Chen, Z.M. & Xia, X.H. & Xu, X.Y. & Chen, Y.B., 2013. "The impact of domestic trade on China's regional energy uses: A multi-regional input–output modeling," Energy Policy, Elsevier, vol. 63(C), pages 1169-1181.
    4. Kang, Jidong & Ng, Tsan Sheng & Su, Bin, 2020. "Optimizing electricity mix for CO2 emissions reduction: A robust input-output linear programming model," European Journal of Operational Research, Elsevier, vol. 287(1), pages 280-292.
    5. Chen, Z.M. & Chen, G.Q., 2011. "An overview of energy consumption of the globalized world economy," Energy Policy, Elsevier, vol. 39(10), pages 5920-5928, October.
    6. An, Hui & Xu, Jianjun & Ma, Xuejiao, 2020. "Does technological progress and industrial structure reduce electricity consumption? Evidence from spatial and heterogeneity analysis," Structural Change and Economic Dynamics, Elsevier, vol. 52(C), pages 206-220.
    7. Khan, Zarrar & Linares, Pedro & Rutten, Martine & Parkinson, Simon & Johnson, Nils & García-González, Javier, 2018. "Spatial and temporal synchronization of water and energy systems: Towards a single integrated optimization model for long-term resource planning," Applied Energy, Elsevier, vol. 210(C), pages 499-517.
    8. Lenzen, Manfred & Moran, Daniel & Bhaduri, Anik & Kanemoto, Keiichiro & Bekchanov, Maksud & Geschke, Arne & Foran, Barney, 2013. "International trade of scarce water," Ecological Economics, Elsevier, vol. 94(C), pages 78-85.
    9. Yuan, Kuang-Yu & Lin, Ying-Chen & Chiueh, Pei-Te & Lo, Shang-Lien, 2018. "Spatial optimization of the food, energy, and water nexus: A life cycle assessment-based approach," Energy Policy, Elsevier, vol. 119(C), pages 502-514.
    10. Zhifu Mi & Jing Meng & Dabo Guan & Yuli Shan & Malin Song & Yi-Ming Wei & Zhu Liu & Klaus Hubacek, 2017. "Chinese CO2 emission flows have reversed since the global financial crisis," Nature Communications, Nature, vol. 8(1), pages 1-10, December.
    11. Baños, R. & Manzano-Agugliaro, F. & Montoya, F.G. & Gil, C. & Alcayde, A. & Gómez, J., 2011. "Optimization methods applied to renewable and sustainable energy: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(4), pages 1753-1766, May.
    12. Liu, Yating & Chen, Bin, 2020. "Water-energy scarcity nexus risk in the national trade system based on multiregional input-output and network environ analyses," Applied Energy, Elsevier, vol. 268(C).
    13. Chu, Chu & Ritter, William & Sun, Xiaohui, 2019. "Spatial variances of water-energy nexus in China and its implications for provincial resource interdependence," Energy Policy, Elsevier, vol. 125(C), pages 487-502.
    14. Liu, Yazhou & Bian, Jiacong & Li, Xiangmei & Liu, Shuyi & Lageson, David & Yin, Yingkai, 2020. "The optimization of regional industrial structure under the water-energy constraint: A case study on Hebei Province in China," Energy Policy, Elsevier, vol. 143(C).
    15. Jin, Yi & Tang, Xu & Feng, Cuiyang & Höök, Mikael, 2017. "Energy and water conservation synergy in China: 2007–2012," Resources, Conservation & Recycling, Elsevier, vol. 127(C), pages 206-215.
    16. 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).
    17. 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.
    18. Chini, Christopher M. & Stillwell, Ashlynn S., 2020. "The changing virtual water trade network of the European electric grid," Applied Energy, Elsevier, vol. 260(C).
    19. Pan, Lingying & Liu, Pei & Ma, Linwei & Li, Zheng, 2012. "A supply chain based assessment of water issues in the coal industry in China," Energy Policy, Elsevier, vol. 48(C), pages 93-102.
    20. Leontief, Wassily, 1970. "Environmental Repercussions and the Economic Structure: An Input-Output Approach," The Review of Economics and Statistics, MIT Press, vol. 52(3), pages 262-271, August.
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