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A Simulation Model of Power Demand Management by Manufacturing Enterprises under the Conditions of Energy Sector Transformation

Author

Listed:
  • Justyna Smagowicz

    (Faculty of Management, Warsaw University of Technology, 02-524 Warsaw, Poland)

  • Cezary Szwed

    (Faculty of Management, Warsaw University of Technology, 02-524 Warsaw, Poland)

  • Dawid Dąbal

    (InterMarium Ltd., 31-548 Kraków, Poland)

  • Pavel Scholz

    (Faculty of Mechanical Engineering, Czech Technical University in Prague, 166 07 Prague, Czech Republic)

Abstract

This paper addresses electricity consumption management in manufacturing enterprises. The research aims to provide manufacturing enterprises with an effective tool to control electricity costs. Recently, some factors have been observed to affect the rapid changes in the operating conditions of enterprises. These include the transformation of the power sector toward renewable energy, the disruption of supply chains resulting from a coronavirus pandemic, political crises, and process automation. A method for the analysis and management of electricity consumption in enterprises based on simulation modeling is proposed. The simulation model contains predefined objects representing physical system elements and the data processing algorithm. The production order execution time, energy consumption, employee overtime, and machine load are included in the model. The results show that it is possible to determine the level of power available for the process completion and its influence on the production volume and realization time. In the studied case, when the available power was reduced by half, there was an increase in order execution time of nearly 25 percent and an increase in energy consumption of nearly 15 percent. The method can be used in the operational activities of enterprises as well as extended to different types of production processes.

Suggested Citation

  • Justyna Smagowicz & Cezary Szwed & Dawid Dąbal & Pavel Scholz, 2022. "A Simulation Model of Power Demand Management by Manufacturing Enterprises under the Conditions of Energy Sector Transformation," Energies, MDPI, vol. 15(9), pages 1-27, April.
  • Handle: RePEc:gam:jeners:v:15:y:2022:i:9:p:3013-:d:798054
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    as
    1. Sławomir Zator & Waldemar Skomudek, 2020. "Impact of DSM on Energy Management in a Single-Family House with a Heat Pump and Photovoltaic Installation," Energies, MDPI, vol. 13(20), pages 1-20, October.
    2. Mette Talseth Solnørdal & Lene Foss, 2018. "Closing the Energy Efficiency Gap—A Systematic Review of Empirical Articles on Drivers to Energy Efficiency in Manufacturing Firms," Energies, MDPI, vol. 11(3), pages 1-30, February.
    3. Karol Tucki & Olga Orynycz & Andrzej Wasiak & Antoni Świć & Wojciech Dybaś, 2019. "Capacity Market Implementation in Poland: Analysis of a Survey on Consequences for the Electricity Market and for Energy Management," Energies, MDPI, vol. 12(5), pages 1-16, March.
    4. Halmschlager, Verena & Hofmann, René, 2021. "Assessing the potential of combined production and energy management in Industrial Energy Hubs – Analysis of a chipboard production plant," Energy, Elsevier, vol. 226(C).
    5. Inna Čábelková & Wadim Strielkowski & Irina Firsova & Marina Korovushkina, 2020. "Public Acceptance of Renewable Energy Sources: a Case Study from the Czech Republic," Energies, MDPI, vol. 13(7), pages 1-15, April.
    6. Dariusz Dudek & Marcin Lipowski & Ilona Bondos, 2021. "Changing Energy Supplier on the Market with a Strong Position of Incumbent Suppliers—Polish Example," Energies, MDPI, vol. 14(13), pages 1-16, June.
    7. Anna Bluszcz & Anna Manowska, 2021. "The Use of Hierarchical Agglomeration Methods in Assessing the Polish Energy Market," Energies, MDPI, vol. 14(13), pages 1-18, July.
    8. Heiko Dunkelberg & Maximilian Sondermann & Henning Meschede & Jens Hesselbach, 2019. "Assessment of Flexibilisation Potential by Changing Energy Sources Using Monte Carlo Simulation," Energies, MDPI, vol. 12(4), pages 1-24, February.
    9. Ahmed Saad & Samy Faddel & Osama Mohammed, 2020. "IoT-Based Digital Twin for Energy Cyber-Physical Systems: Design and Implementation," Energies, MDPI, vol. 13(18), pages 1-21, September.
    10. Sucic, Boris & Al-Mansour, Fouad & Pusnik, Matevz & Vuk, Tomaz, 2016. "Context sensitive production planning and energy management approach in energy intensive industries," Energy, Elsevier, vol. 108(C), pages 63-73.
    11. Ramin, D. & Spinelli, S. & Brusaferri, A., 2018. "Demand-side management via optimal production scheduling in power-intensive industries: The case of metal casting process," Applied Energy, Elsevier, vol. 225(C), pages 622-636.
    12. Swords, B. & Coyle, E. & Norton, B., 2008. "An enterprise energy-information system," Applied Energy, Elsevier, vol. 85(1), pages 61-69, January.
    13. Gürtler, Konrad & Postpischil, Rafael & Quitzow, Rainer, 2019. "The dismantling of renewable energy policies: The cases of Spain and the Czech Republic," Energy Policy, Elsevier, vol. 133(C).
    14. Jun-feng Wang & Shi-qi Li & Ji-hong Liu, 2013. "A Multi-Granularity Model for Energy Consumption Simulation and Control of Discrete Manufacturing System," Springer Books, in: Ershi Qi & Jiang Shen & Runliang Dou (ed.), The 19th International Conference on Industrial Engineering and Engineering Management, edition 127, chapter 0, pages 1055-1064, Springer.
    15. Xenos, Dionysios P. & Mohd Noor, Izzati & Matloubi, Mitra & Cicciotti, Matteo & Haugen, Trond & Thornhill, Nina F., 2016. "Demand-side management and optimal operation of industrial electricity consumers: An example of an energy-intensive chemical plant," Applied Energy, Elsevier, vol. 182(C), pages 418-433.
    16. Maroua Nouiri & Damien Trentesaux & Abdelghani Bekrar, 2019. "Towards Energy Efficient Scheduling of Manufacturing Systems through Collaboration between Cyber Physical Production and Energy Systems," Energies, MDPI, vol. 12(23), pages 1-30, November.
    17. Wang, Yong & Li, Lin, 2013. "Time-of-use based electricity demand response for sustainable manufacturing systems," Energy, Elsevier, vol. 63(C), pages 233-244.
    18. Lee, Dasheng & Cheng, Chin-Chi, 2016. "Energy savings by energy management systems: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 56(C), pages 760-777.
    19. Lidia Gawlik, 2018. "The Polish power industry in energy transformation process," Mineral Economics, Springer;Raw Materials Group (RMG);Luleå University of Technology, vol. 31(1), pages 229-237, May.
    20. Sanober Hassan Khattak & Michael Oates & Rick Greenough, 2018. "Towards Improved Energy and Resource Management in Manufacturing," Energies, MDPI, vol. 11(4), pages 1-15, April.
    21. Diogo Santos & João C. Ferreira, 2019. "IoT Power Monitoring System for Smart Environments," Sustainability, MDPI, vol. 11(19), pages 1-24, September.
    22. Garwood, Tom Lloyd & Hughes, Ben Richard & Oates, Michael R. & O’Connor, Dominic & Hughes, Ruby, 2018. "A review of energy simulation tools for the manufacturing sector," Renewable and Sustainable Energy Reviews, Elsevier, vol. 81(P1), pages 895-911.
    23. Rosaura Castrillón-Mendoza & Javier M. Rey-Hernández & Francisco J. Rey-Martínez, 2020. "Industrial Decarbonization by a New Energy-Baseline Methodology. Case Study," Sustainability, MDPI, vol. 12(5), pages 1-19, March.
    24. Mohammadi, Mohammad & Noorollahi, Younes & Mohammadi-ivatloo, Behnam & Hosseinzadeh, Mehdi & Yousefi, Hossein & Khorasani, Sasan Torabzadeh, 2018. "Optimal management of energy hubs and smart energy hubs – A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 89(C), pages 33-50.
    25. Mařík, Karel & Schindler, Zdenek & Stluka, Petr, 2008. "Decision support tools for advanced energy management," Energy, Elsevier, vol. 33(6), pages 858-873.
    26. Sivek, Martin & Jirásek, Jakub & Kavina, Pavel & Vojnarová, Markéta & Kurková, Tereza & Bašová, Andrea, 2020. "Divorce after hundreds of years of marriage: Prospects for coal mining in the Czech Republic with regard to the European Union," Energy Policy, Elsevier, vol. 142(C).
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