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Effective Management of Energy Consumption during the COVID-19 Pandemic: The Role of ICT Solutions

Author

Listed:
  • Wadim Strielkowski

    (Department of Trade and Finance, Faculty of Economics and Management, Czech University of Life Sciences Prague, Kamýcká 129, Prague 6, 165 00 Prague, Czech Republic)

  • Irina Firsova

    (Department of Logistics and Marketing, Faculty of Economics and Business, Financial University under the Government of the Russian Federation, Leningradskiy Prospekt 55, 125993 Moscow, Russia)

  • Inna Lukashenko

    (Department of World Finance, Faculty of International Economic Relations, Financial University under the Government of the Russian Federation, Leningradskiy Prospekt 49, 125993 Moscow, Russia)

  • Jurgita Raudeliūnienė

    (Department of Business Technologies and Entrepreneurship, Vilnius Gediminas Technical University, Sauletekio 11, 10223 Vilnius, Lithuania)

  • Manuela Tvaronavičienė

    (Department of Business Technologies and Entrepreneurship, Vilnius Gediminas Technical University, Sauletekio 11, 10223 Vilnius, Lithuania)

Abstract

This research tackles effective and functional management practices in energy consumption using advanced technological solutions to mitigate unexpected events. This study specifically focuses on the recent COVID-19 pandemic that led to a reduction in energy consumption and therefore meddled with the project management’s status quo for the energy sources. Moreover, this research analyzes the role of information and communication technology (ICT) solutions in energy management before and after the recent coronavirus pandemic turmoil. This study also examined the role and place of sustainable energy resources in the effective management of energy consumption during the COVID-19 pandemic. The main purpose of this research is to demonstrate how the recent coronavirus pandemic affected energy consumption and energy prices in many countries and how it paved the way for the new ICT in managing energy consumption. This study elaborated a model to show how these changes evolved in selected European Union (EU) Member States. It turns out that adjusted electricity consumption, as well as the average daily spot electricity prices for the baseload power in the EU countries, declined, and this trend is likely to continue in the next years to come. Due to the COVID-19 pandemic, substantial changes in the economy led to reduced office space usage, cutting commuting and business trips, and bringing commercial travel almost to a halt, further shifting the energy balance towards renewable energy sources (RES). Besides, it becomes apparent that ICT solutions used in maintaining and superintending the energy balance are gaining popularity and wide recognition worldwide and will help pave the way towards modern and smart high-renewables grids.

Suggested Citation

  • Wadim Strielkowski & Irina Firsova & Inna Lukashenko & Jurgita Raudeliūnienė & Manuela Tvaronavičienė, 2021. "Effective Management of Energy Consumption during the COVID-19 Pandemic: The Role of ICT Solutions," Energies, MDPI, vol. 14(4), pages 1-17, February.
  • Handle: RePEc:gam:jeners:v:14:y:2021:i:4:p:893-:d:496061
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    References listed on IDEAS

    as
    1. Editorial, 2020. "Covid-19 and Climate Change," Journal, Review of Agrarian Studies, vol. 10(1), pages 5-6, January-J.
    2. Evgeny Lisin & Daria Shuvalova & Irina Volkova & Wadim Strielkowski, 2018. "Sustainable Development of Regional Power Systems and the Consumption of Electric Energy," Sustainability, MDPI, vol. 10(4), pages 1-10, April.
    3. Ang, B.W. & Su, Bin, 2016. "Carbon emission intensity in electricity production: A global analysis," Energy Policy, Elsevier, vol. 94(C), pages 56-63.
    4. Lin, Boqiang & Bae, Nuri & Bega, François, 2020. "China's Belt & Road Initiative nuclear export: Implications for energy cooperation," Energy Policy, Elsevier, vol. 142(C).
    5. Ugis Sarma & Girts Karnitis & Janis Zuters & Edvins Karnitis, 2019. "District heating networks: enhancement of the efficiency," Post-Print hal-02188841, HAL.
    6. Sergey Tishkov & Anton Shcherbak & Valentina Karginova-Gubinova & Alexander Volkov & Arsen Tleppayev & Antonina Pakhomova, 2020. "Assessment the role of renewable energy in socio-economic development of rural and Arctic regions," Entrepreneurship and Sustainability Issues, VsI Entrepreneurship and Sustainability Center, vol. 7(4), pages 3354-3368, June.
    7. Fernández-Guillamón, Ana & Gómez-Lázaro, Emilio & Muljadi, Eduard & Molina-García, Ángel, 2019. "Power systems with high renewable energy sources: A review of inertia and frequency control strategies over time," Renewable and Sustainable Energy Reviews, Elsevier, vol. 115(C).
    8. Kevin J. Warner & Glenn A. Jones, 2017. "The Climate-Independent Need for Renewable Energy in the 21st Century," Energies, MDPI, vol. 10(8), pages 1-13, August.
    9. Roth, Jonathan & Lim, Benjamin & Jain, Rishee K. & Grueneich, Dian, 2020. "Examining the feasibility of using open data to benchmark building energy usage in cities: A data science and policy perspective," Energy Policy, Elsevier, vol. 139(C).
    10. Klemeš, Jiří Jaromír & Fan, Yee Van & Jiang, Peng, 2020. "The energy and environmental footprints of COVID-19 fighting measures – PPE, disinfection, supply chains," Energy, Elsevier, vol. 211(C).
    11. Newbery, David & Pollitt, Michael G. & Ritz, Robert A. & Strielkowski, Wadim, 2018. "Market design for a high-renewables European electricity system," Renewable and Sustainable Energy Reviews, Elsevier, vol. 91(C), pages 695-707.
    12. Angel Hsu & Jonas Tan & Yi Ming Ng & Wayne Toh & Regina Vanda & Nihit Goyal, 2020. "Performance determinants show European cities are delivering on climate mitigation," Nature Climate Change, Nature, vol. 10(11), pages 1015-1022, November.
    13. Tomas PlÄ—ta & Manuela TvaronaviÄ ienÄ— & Manuela TvaronaviÄ ienÄ— & Silvia Della Casa & Silvia Della Casa & Konstantin Agafonov, 2020. "Cyber-attacks to critical energy infrastructure and management issues: overview of selected cases," Insights into Regional Development, VsI Entrepreneurship and Sustainability Center, vol. 2(3), pages 703-715, September.
    14. Morgan Bazilian & Michael Bradshaw & Andreas Goldthau & Kirsten Westphal, 2019. "Model and manage the changing geopolitics of energy," Nature, Nature, vol. 569(7754), pages 29-31, May.
    15. Wu, X.D. & Guo, J.L. & Ji, Xi & Chen, G.Q., 2019. "Energy use in world economy from household-consumption-based perspective," Energy Policy, Elsevier, vol. 127(C), pages 287-298.
    16. Lahcen El Iysaouy & Najiba El Amrani El Idrissi & Manuela TvaronaviÄ ienÄ— & Mhammed Lahbabi & Abdelmajid Oumnad, 2019. "Towards energy efficiency: case of Morocco," Insights into Regional Development, VsI Entrepreneurship and Sustainability Center, vol. 1(3), pages 259-271, September.
    17. Sapkota, Krishna & Oni, Abayomi Olufemi & Kumar, Amit & Linwei, Ma, 2018. "The development of a techno-economic model for the extraction, transportation, upgrading, and shipping of Canadian oil sands products to the Asia-Pacific region," Applied Energy, Elsevier, vol. 223(C), pages 273-292.
    18. Xu, Mei & Xie, Pu & Xie, Bai-Chen, 2020. "Study of China's optimal solar photovoltaic power development path to 2050," Resources Policy, Elsevier, vol. 65(C).
    19. Mohamed Ramadan A. Rezk & Leonardo Piccinetti & Amr Radwan & Nahed M. Salem & Mahmoud M. Sakr & Anas Khasawneh, 2020. "Egypt beyond COVID 19, the best and the worst-case scenarios," Entrepreneurship and Sustainability Issues, VsI Entrepreneurship and Sustainability Center, vol. 8(2), pages 147-162, December.
    20. Suppanunta Romprasert & Kittisak Jermsittiparsert, 2019. "Energy Risk Management and Cost of Economic Production Biodiesel Project," International Journal of Energy Economics and Policy, Econjournals, vol. 9(6), pages 349-357.
    21. Javed, Muhammad Shahzad & Ma, Tao & Jurasz, Jakub & Amin, Muhammad Yasir, 2020. "Solar and wind power generation systems with pumped hydro storage: Review and future perspectives," Renewable Energy, Elsevier, vol. 148(C), pages 176-192.
    22. George E. Halkos & Eleni-Christina Gkampoura, 2020. "Reviewing Usage, Potentials, and Limitations of Renewable Energy Sources," Energies, MDPI, vol. 13(11), pages 1-19, June.
    23. Vakulchuk, Roman & Overland, Indra & Scholten, Daniel, 2020. "Renewable energy and geopolitics: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 122(C).
    24. Sinsel, Simon R. & Riemke, Rhea L. & Hoffmann, Volker H., 2020. "Challenges and solution technologies for the integration of variable renewable energy sources—a review," Renewable Energy, Elsevier, vol. 145(C), pages 2271-2285.
    25. Ou, Shiqi & Hao, Xu & Lin, Zhenhong & Wang, Hewu & Bouchard, Jessey & He, Xin & Przesmitzki, Steven & Wu, Zhixin & Zheng, Jihu & Lv, Renzhi & Qi, Liang & LaClair, Tim J., 2019. "Light-duty plug-in electric vehicles in China: An overview on the market and its comparisons to the United States," Renewable and Sustainable Energy Reviews, Elsevier, vol. 112(C), pages 747-761.
    26. Liu, Yuanxin & Zheng, Ruijin & Chen, Sisi & Yuan, Jiahai, 2019. "The economy of wind-integrated-energy-storage projects in China's upcoming power market: A real options approach," Resources Policy, Elsevier, vol. 63(C), pages 1-1.
    27. Razmjoo, A. & Gakenia Kaigutha, L. & Vaziri Rad, M.A. & Marzband, M. & Davarpanah, A. & Denai, M., 2021. "A Technical analysis investigating energy sustainability utilizing reliable renewable energy sources to reduce CO2 emissions in a high potential area," Renewable Energy, Elsevier, vol. 164(C), pages 46-57.
    28. Ahl, Amanda & Yarime, Masaru & Tanaka, Kenji & Sagawa, Daishi, 2019. "Review of blockchain-based distributed energy: Implications for institutional development," Renewable and Sustainable Energy Reviews, Elsevier, vol. 107(C), pages 200-211.
    29. Zhou, Kaile & Fu, Chao & Yang, Shanlin, 2016. "Big data driven smart energy management: From big data to big insights," Renewable and Sustainable Energy Reviews, Elsevier, vol. 56(C), pages 215-225.
    30. Laura Igaliyeva & Shakizada Niyazbekova & Madina Serikova & Zita Kenzhegaliyeva & Galym Mussirov & Anna Zueva & Yuliya Gabdrashitovna Tyurina & Leila A. Maisigova, 2020. "Towards environmental security via energy efficiency: a case study," Entrepreneurship and Sustainability Issues, VsI Entrepreneurship and Sustainability Center, vol. 7(4), pages 3488-3499, June.
    31. Ugis Sarma & Ugis Sarma & Girts Karnitis & Janis Zuters & Edvins Karnitis, 2019. "District heating networks: enhancement of the efficiency," Insights into Regional Development, VsI Entrepreneurship and Sustainability Center, vol. 1(3), pages 200-213, September.
    32. Phuong V. Nguyen & Khoa T. Tran, 2020. "Explicating energy saving intention from the prospect of small medium enterprises," Entrepreneurship and Sustainability Issues, VsI Entrepreneurship and Sustainability Center, vol. 8(2), pages 716-734, December.
    33. Mikhail Nikolaevich Dudin & Mikhail Nikolaevich Dudin & Evgenia Evgenevna Frolova & Evgenia Evgenevna Frolova & Olga Vadimirovna Protopopova & Oktay Mamedov & Stanislav Valerievich Odintsov, 2019. "Study of innovative technologies in the energy industry: nontraditional and renewable energy sources," Entrepreneurship and Sustainability Issues, VsI Entrepreneurship and Sustainability Center, vol. 6(4), pages 1704-1713, June.
    34. Wang, Qingqing & Lu, Mei & Bai, Zimeng & Wang, Ke, 2020. "Coronavirus pandemic reduced China’s CO2 emissions in short-term, while stimulus packages may lead to emissions growth in medium- and long-term," Applied Energy, Elsevier, vol. 278(C).
    35. Lahcen El Iysaouy & Najiba El Amrani El Idrissi & Manuela Tvaronavičienė & Mhammed Lahbabi & Abdelmajid Oumnad, 2019. "Towards energy efficiency: case of Morocco," Post-Print hal-02189638, HAL.
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