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The Impact of Electricity Consumption Profile in Underground Mines to Cooperate with RES

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  • Sylwester Kaczmarzewski

    (Mineral and Energy Economy Research Institute, Polish Academy of Sciences, Wybickiego St. 7A, 31-261 Kraków, Poland)

  • Piotr Olczak

    (Mineral and Energy Economy Research Institute, Polish Academy of Sciences, Wybickiego St. 7A, 31-261 Kraków, Poland)

  • Maciej Sołtysik

    (Faculty of Electrical Engineering, Częstochowa University of Technology, Armii Krajowej St. 17, 42-200 Częstochowa, Poland)

Abstract

In Poland, a dynamic increase in the share of renewable energy sources in the national energy mix has been observed in recent years. Until now, these were mainly installations used for the needs of single-family houses and large-scale installations used on the RES auction market. However, due to the fact that the carbon footprint of the offered products is taken into account, this aspect is becoming more and more important. The carbon footprint can be offset by, among others, by covering the energy needs of the industrial plant by its own renewable energy sources. The article analyzes four sample electricity demand profiles of production plants operating in the mining industry, mainly located in Upper Silesia. Using statistical methods, the fitting of potential photovoltaic sources production profiles to the electricity consumption profiles in the analyzed case studies was checked. The analysis was carried out for each hour of the day and for the profiles weighted by the electricity price from the Polish Power Exchange on the Day-Ahead Market, because matching profiles at different hours has a different monetary value and, as a result, a different impact on operation costs. The highest correlation coefficient between electricity consumption and insolation on an annual basis was −0.29 in the Spearman rho-statistic for the case of M1 enterprise. On the other hand, the highest value at the level of 0.48 was achieved by the Pearson r-correlation coefficient determined on a monthly basis between the monetary value of electricity consumed and insolation in June for the M2 enterprise.

Suggested Citation

  • Sylwester Kaczmarzewski & Piotr Olczak & Maciej Sołtysik, 2021. "The Impact of Electricity Consumption Profile in Underground Mines to Cooperate with RES," Energies, MDPI, vol. 14(18), pages 1-20, September.
  • Handle: RePEc:gam:jeners:v:14:y:2021:i:18:p:5775-:d:634802
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    1. Kam, Olle Michel & Noël, Stéphane & Ramenah, Harry & Kasser, Pierre & Tanougast, Camel, 2021. "Comparative Weibull distribution methods for reliable global solar irradiance assessment in France areas," Renewable Energy, Elsevier, vol. 165(P1), pages 194-210.
    2. Benjamin Böckl & Matthias Greiml & Lukas Leitner & Patrick Pichler & Lukas Kriechbaum & Thomas Kienberger, 2019. "HyFlow—A Hybrid Load Flow-Modelling Framework to Evaluate the Effects of Energy Storage and Sector Coupling on the Electrical Load Flows," Energies, MDPI, vol. 12(5), pages 1-25, March.
    3. Hauke Jan & Kossowski Tomasz, 2011. "Comparison of Values of Pearson's and Spearman's Correlation Coefficients on the Same Sets of Data," Quaestiones Geographicae, Sciendo, vol. 30(2), pages 87-93, June.
    4. Yarhands Dissou Arthur. & Kwasi Baah Gyamfi & S.K Appiah, 2013. "Probability Distributional Analysis of Hourly Solar Irradiation in Kumasi-Ghana," International Journal of Business and Social Research, LAR Center Press, vol. 3(3), pages 63-75, March.
    5. Piotr Olczak & Małgorzata Olek & Dominika Matuszewska & Artur Dyczko & Tomasz Mania, 2021. "Monofacial and Bifacial Micro PV Installation as Element of Energy Transition—The Case of Poland," Energies, MDPI, vol. 14(2), pages 1-22, January.
    6. Józef Paska & Tomasz Surma & Paweł Terlikowski & Krzysztof Zagrajek, 2020. "Electricity Generation from Renewable Energy Sources in Poland as a Part of Commitment to the Polish and EU Energy Policy," Energies, MDPI, vol. 13(16), pages 1-31, August.
    7. Jakub Jasiński & Mariusz Kozakiewicz & Maciej Sołtysik, 2021. "The Effectiveness of Energy Cooperatives Operating on the Capacity Market," Energies, MDPI, vol. 14(11), pages 1-20, May.
    8. Agnieszka Żelazna & Justyna Gołębiowska & Agata Zdyb & Artur Pawłowski, 2020. "A Hybrid vs. On-Grid Photovoltaic System: Multicriteria Analysis of Environmental, Economic, and Technical Aspects in Life Cycle Perspective," Energies, MDPI, vol. 13(15), pages 1-16, August.
    9. Muhammad Umar Afzaal & Intisar Ali Sajjad & Ahmed Bilal Awan & Kashif Nisar Paracha & Muhammad Faisal Nadeem Khan & Abdul Rauf Bhatti & Muhammad Zubair & Waqas ur Rehman & Salman Amin & Shaikh Saaqib , 2020. "Probabilistic Generation Model of Solar Irradiance for Grid Connected Photovoltaic Systems Using Weibull Distribution," Sustainability, MDPI, vol. 12(6), pages 1-17, March.
    10. Mitja Antončič & Igor Papič & Boštjan Blažič, 2019. "Robust and Fast State Estimation for Poorly-Observable Low Voltage Distribution Networks Based on the Kalman Filter Algorithm," Energies, MDPI, vol. 12(23), pages 1-18, November.
    11. Olusayo A. Ajeigbe & Josiah L. Munda & Yskandar Hamam, 2019. "Optimal Allocation of Renewable Energy Hybrid Distributed Generations for Small-Signal Stability Enhancement," Energies, MDPI, vol. 12(24), pages 1-31, December.
    12. Zhou, Sheng & Wang, Yu & Zhou, Yuyu & Clarke, Leon E. & Edmonds, James A., 2018. "Roles of wind and solar energy in China’s power sector: Implications of intermittency constraints," Applied Energy, Elsevier, vol. 213(C), pages 22-30.
    13. Marcin Malec & Grzegorz Kinelski & Marzena Czarnecka, 2021. "The Impact of COVID-19 on Electricity Demand Profiles: A Case Study of Selected Business Clients in Poland," Energies, MDPI, vol. 14(17), pages 1-17, August.
    14. Yarhands Dissou Arthur. & Kwasi Baah Gyamfi & S.K Appiah, 2013. "Probability Distributional Analysis of Hourly Solar Irradiation in Kumasi-Ghana," International Journal of Business and Social Research, MIR Center for Socio-Economic Research, vol. 3(3), pages 63-75, March.
    15. Chul-Yong Lee & Jaekyun Ahn, 2020. "Stochastic Modeling of the Levelized Cost of Electricity for Solar PV," Energies, MDPI, vol. 13(11), pages 1-18, June.
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    2. Zbigniew J. Makieła & Grzegorz Kinelski & Jakub Stęchły & Mariusz Raczek & Krzysztof Wrana & Janusz Michałek, 2022. "Tools for Network Smart City Management—The Case Study of Potential Possibility of Managing Energy and Associated Emissions in Metropolitan Areas," Energies, MDPI, vol. 15(7), pages 1-21, March.
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    4. Arkadiusz Dobrzycki & Jacek Roman, 2022. "Correlation between the Production of Electricity by Offshore Wind Farms and the Demand for Electricity in Polish Conditions," Energies, MDPI, vol. 15(10), pages 1-18, May.

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