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Strategic energy flows in input-output relations: a temporal multilayer approach

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Listed:
  • Gian Paolo Clemente
  • Alessandra Cornaro
  • Rosanna Grassi
  • Giorgio Rizzini

Abstract

The energy consumption, the transfer of resources through the international trade, the transition towards renewable energies and the environmental sustainability appear as key drivers in order to evaluate the resilience of the energy systems. Concerning the consumptions, in the literature a great attention has been paid to direct energy, but the production of goods and services also involves indirect energy. Hence, in this work we consider different types of embodied energy sources and the time evolution of the sectors' and countries' interactions. Flows are indeed used to construct a directed and weighted temporal multilayer network based respectively on renewable and non-renewable sources, where sectors are nodes and layers are countries. We provide a methodological approach for analysing the network reliability and resilience and for identifying critical sectors and economies in the system by applying the Multi-Dimensional HITS algorithm. Then, we evaluate central arcs in the network at each time period by proposing a novel topological indicator based on the maximum flow problem. In this way, we provide a full view of economies, sectors and connections that play a relevant role over time in the network and whose removal could heavily affect the stability of the system. We provide a numerical analysis based on the embodied energy flows among countries and sectors in the period from 1990 to 2016. Results prove that the methods are effective in catching the different patterns between renewable and non-renewable energy sources.

Suggested Citation

  • Gian Paolo Clemente & Alessandra Cornaro & Rosanna Grassi & Giorgio Rizzini, 2022. "Strategic energy flows in input-output relations: a temporal multilayer approach," Papers 2212.11585, arXiv.org.
    • Handle: RePEc:arx:papers:2212.11585
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    References listed on IDEAS

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    1. Alessandra Cornaro & Giorgio Rizzini, 2022. "Environmentally extended input-output analysis in complex networks: a multilayer approach," Papers 2206.08745, arXiv.org.
    2. Brown, M. T. & Herendeen, R. A., 1996. "Embodied energy analysis and EMERGY analysis: a comparative view," Ecological Economics, Elsevier, vol. 19(3), pages 219-235, December.
    3. Thomson, Harriet & Snell, Carolyn, 2013. "Quantifying the prevalence of fuel poverty across the European Union," Energy Policy, Elsevier, vol. 52(C), pages 563-572.
    4. Andrew F. Fritzsche, 1989. "The Health Risks of Energy Production," Risk Analysis, John Wiley & Sons, vol. 9(4), pages 565-577, December.
    5. Hao, Xiaoqing & An, Haizhong & Qi, Hai & Gao, Xiangyun, 2016. "Evolution of the exergy flow network embodied in the global fossil energy trade: Based on complex network," Applied Energy, Elsevier, vol. 162(C), pages 1515-1522.
    6. Manfred Lenzen & Daniel Moran & Keiichiro Kanemoto & Arne Geschke, 2013. "Building Eora: A Global Multi-Region Input-Output Database At High Country And Sector Resolution," Economic Systems Research, Taylor & Francis Journals, vol. 25(1), pages 20-49, March.
    7. Shi, Jianglan & Li, Huajiao & Guan, Jianhe & Sun, Xiaoqi & Guan, Qing & Liu, Xiaojia, 2017. "Evolutionary features of global embodied energy flow between sectors: A complex network approach," Energy, Elsevier, vol. 140(P1), pages 395-405.
    8. Chen, B. & Li, J.S. & Wu, X.F. & Han, M.Y. & Zeng, L. & Li, Z. & Chen, G.Q., 2018. "Global energy flows embodied in international trade: A combination of environmentally extended input–output analysis and complex network analysis," Applied Energy, Elsevier, vol. 210(C), pages 98-107.
    9. Saeed Solaymani, 2021. "A Review on Energy and Renewable Energy Policies in Iran," Sustainability, MDPI, vol. 13(13), pages 1-23, June.
    10. Sun, Xudong & Li, Jiashuo & Qiao, Han & Zhang, Bo, 2017. "Energy implications of China's regional development: New insights from multi-regional input-output analysis," Applied Energy, Elsevier, vol. 196(C), pages 118-131.
    11. Jannis Langer & Jaco Quist & Kornelis Blok, 2021. "Review of Renewable Energy Potentials in Indonesia and Their Contribution to a 100% Renewable Electricity System," Energies, MDPI, vol. 14(21), pages 1-21, October.
    12. Overland, Indra & Juraev, Javlon & Vakulchuk, Roman, 2022. "Are renewable energy sources more evenly distributed than fossil fuels?," Renewable Energy, Elsevier, vol. 200(C), pages 379-386.
    13. Radhanon Diewvilai & Kulyos Audomvongseree, 2022. "Possible Pathways toward Carbon Neutrality in Thailand’s Electricity Sector by 2050 through the Introduction of H 2 Blending in Natural Gas and Solar PV with BESS," Energies, MDPI, vol. 15(11), pages 1-26, May.
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