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Electrification and digitalization effects on sectoral energy demand and consumption: A prospective study towards 2050

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  • Li, Xiang
  • Lepour, Dorsan
  • Heymann, Fabian
  • Maréchal, François

Abstract

Energy transition is blurring the boundaries between the demand and supply sides with growing participation of prosumer resources. The intensifying pace of electrification and digitalization during the past decade tends to continue, leading to potential techno-economic-social challenges in energy strategy. However, it remains difficult to quantify their impacts on a national-level energy system, due to the trade-offs between increasing energy applications and decreasing energy consumption thanks to efficiency improvement. Using Switzerland as a case study, this work unveils the combined effects of (a) macro-economic drivers, (b) climate temperature rise, (c) system optimization, and (d) digitalization, on the end-use demand and final energy consumption in four major energy sectors, considering: industry, residence, mobility, and services. A systematic bottom-up and top-down approach was adopted, taking into account historical data by sector. The results show that: (1) the overall electricity consumption tends to increase by 20%–32%, while fuel consumption drops by 38%–95%, leading to (2) a total energy consumption reduction by 16%–59%, including the contribution from digitalization 10%–30%. (3) ICT (Information and Communication Technologies) is likely to become increasingly energy intensive, accounting for 25%–35% of electricity consumption, but can play an energy-supplying role through (4) data center heat recovery, promising to cut 15% national heating demand. Finally, the study highlights the importance of an early planning on investment decision and system operation to accommodate the development of electrification and digitalization, in order to meet the carbon neutrality target by 2050.

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  • Li, Xiang & Lepour, Dorsan & Heymann, Fabian & Maréchal, François, 2023. "Electrification and digitalization effects on sectoral energy demand and consumption: A prospective study towards 2050," Energy, Elsevier, vol. 279(C).
  • Handle: RePEc:eee:energy:v:279:y:2023:i:c:s0360544223013865
    DOI: 10.1016/j.energy.2023.127992
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    References listed on IDEAS

    as
    1. Berger, Matthias & Worlitschek, Jörg, 2018. "A novel approach for estimating residential space heating demand," Energy, Elsevier, vol. 159(C), pages 294-301.
    2. Cédric Gossart, 2015. "Rebound effects and ICT : a review of the literature," Post-Print hal-01258112, HAL.
    3. Ebrahimi, Khosrow & Jones, Gerard F. & Fleischer, Amy S., 2014. "A review of data center cooling technology, operating conditions and the corresponding low-grade waste heat recovery opportunities," Renewable and Sustainable Energy Reviews, Elsevier, vol. 31(C), pages 622-638.
    4. Nicola Jones, 2018. "How to stop data centres from gobbling up the world’s electricity," Nature, Nature, vol. 561(7722), pages 163-166, September.
    5. Ram, Manish & Aghahosseini, Arman & Breyer, Christian, 2020. "Job creation during the global energy transition towards 100% renewable power system by 2050," Technological Forecasting and Social Change, Elsevier, vol. 151(C).
    6. Mearns, Euan & Sornette, Didier, 2023. "Are 2050 energy transition plans viable? A detailed analysis of projected Swiss electricity supply and demand in 2050," Energy Policy, Elsevier, vol. 175(C).
    7. Anderson, Austin & Rezaie, Behnaz, 2019. "Geothermal technology: Trends and potential role in a sustainable future," Applied Energy, Elsevier, vol. 248(C), pages 18-34.
    8. Thimet, P.J. & Mavromatidis, G., 2022. "Review of model-based electricity system transition scenarios: An analysis for Switzerland, Germany, France, and Italy," Renewable and Sustainable Energy Reviews, Elsevier, vol. 159(C).
    9. Lechtenböhmer, Stefan & Nilsson, Lars J. & Åhman, Max & Schneider, Clemens, 2016. "Decarbonising the energy intensive basic materials industry through electrification – Implications for future EU electricity demand," Energy, Elsevier, vol. 115(P3), pages 1623-1631.
    10. Cédric Gossart, 2015. "Rebound effects and ICT : a review of the literature," Grenoble Ecole de Management (Post-Print) hal-01258112, HAL.
    11. Crozier, Constance & Morstyn, Thomas & McCulloch, Malcolm, 2020. "The opportunity for smart charging to mitigate the impact of electric vehicles on transmission and distribution systems," Applied Energy, Elsevier, vol. 268(C).
    12. Poudenx, Pascal & Merida, Walter, 2007. "Energy demand and greenhouse gas emissions from urban passenger transportation versus availability of renewable energy: The example of the Canadian Lower Fraser Valley," Energy, Elsevier, vol. 32(1), pages 1-9.
    13. Neirotti, Francesco & Noussan, Michel & Simonetti, Marco, 2020. "Towards the electrification of buildings heating - Real heat pumps electricity mixes based on high resolution operational profiles," Energy, Elsevier, vol. 195(C).
    14. Bohringer, Christoph & Rutherford, Thomas F., 2008. "Combining bottom-up and top-down," Energy Economics, Elsevier, vol. 30(2), pages 574-596, March.
    15. Koopmans, Carl C. & te Velde, Dirk Willem, 2001. "Bridging the energy efficiency gap: using bottom-up information in a top-down energy demand model," Energy Economics, Elsevier, vol. 23(1), pages 57-75, January.
    16. Xiaoxia Chen & Mélanie Despeisse & Björn Johansson, 2020. "Environmental Sustainability of Digitalization in Manufacturing: A Review," Sustainability, MDPI, vol. 12(24), pages 1-31, December.
    17. Anders S. G. Andrae & Tomas Edler, 2015. "On Global Electricity Usage of Communication Technology: Trends to 2030," Challenges, MDPI, vol. 6(1), pages 1-41, April.
    18. Panos, Evangelos & Kober, Tom & Wokaun, Alexander, 2019. "Long term evaluation of electric storage technologies vs alternative flexibility options for the Swiss energy system," Applied Energy, Elsevier, vol. 252(C), pages 1-1.
    19. Lange, Steffen & Pohl, Johanna & Santarius, Tilman, 2020. "Digitalization and energy consumption. Does ICT reduce energy demand?," Ecological Economics, Elsevier, vol. 176(C).
    Full references (including those not matched with items on IDEAS)

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