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Application of the Analytic Hierarchy Process Method to Select the Final Solution for Multi-Criteria Optimization of the Structure of a Hybrid Generation System with Energy Storage

Author

Listed:
  • Andrzej Tomczewski

    (Department of Theoretical and Applied Electrical Engineering, Institute of Electrical Engineering and Electronics, Faculty of Control, Robotics and Electrical Engineering, Poznan University of Technology, 60-965 Poznań, Poland
    These authors contributed equally to this work.)

  • Stanisław Mikulski

    (Department of Theoretical and Applied Electrical Engineering, Institute of Electrical Engineering and Electronics, Faculty of Control, Robotics and Electrical Engineering, Poznan University of Technology, 60-965 Poznań, Poland
    These authors contributed equally to this work.)

  • Jan Szymenderski

    (Department of Theoretical and Applied Electrical Engineering, Institute of Electrical Engineering and Electronics, Faculty of Control, Robotics and Electrical Engineering, Poznan University of Technology, 60-965 Poznań, Poland
    These authors contributed equally to this work.)

Abstract

This paper concerns the application of the AHP (analytic hierarchy process) multi-criteria decision support method for the final selection of the structure of a hybrid power system with RESs (renewable energy sources) and EES (electrical energy storage) from a set of solutions obtained through multi-criteria optimization. These solutions, depending on their position within the Pareto front, may differ significantly in terms of the values of the criteria functions, or may be located very close to each other in the solution space. The role of the expert is to select the final solution, taking into account many additional criteria, often of a subjective nature. The article optimizes the structure of the proposed system using the multi-criteria NSGA-II (Non-dominated Sorting Genetic Algorithm) method, taking into account three technical criteria. The AHP method was used to select the final solution, which allows determination of the ranking of solution variants, taking into account selected additional criteria. In the analyzed case, these are primarily economic indicators, technical conditions, and preferences of the system recipients. In addition to determining the ranking of solutions, a sensitivity analysis was performed, which gives the expert extensive knowledge on the impact of individual criteria on the order of variants in the ranking. It was shown that in the case of selecting hybrid structures of generating systems with EES for a specific type of receiver, the use of the AHP method significantly facilitates making the final decision.

Suggested Citation

  • Andrzej Tomczewski & Stanisław Mikulski & Jan Szymenderski, 2024. "Application of the Analytic Hierarchy Process Method to Select the Final Solution for Multi-Criteria Optimization of the Structure of a Hybrid Generation System with Energy Storage," Energies, MDPI, vol. 17(24), pages 1-22, December.
    • Handle: RePEc:gam:jeners:v:17:y:2024:i:24:p:6435-:d:1548699
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    References listed on IDEAS

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    1. Cho, Sangmin & Kim, Jinsoo & Lim, Deokoh, 2024. "Optimal design of renewable energy certificate multipliers using an LCOE-Integrated AHP model: A case study of South Korea," Renewable Energy, Elsevier, vol. 226(C).
    2. Andrzej Tomczewski & Stanisław Mikulski & Adam Piotrowski & Sławomir Sowa & Krzysztof Wróbel, 2023. "Multicriteria Optimisation of the Structure of a Hybrid Power Supply System for a Single-Family Housing Estate in Poland, Taking into Account Different Electromobility Development Scenarios," Energies, MDPI, vol. 16(10), pages 1-21, May.
    3. Lai, Vincent S. & Wong, Bo K. & Cheung, Waiman, 2002. "Group decision making in a multiple criteria environment: A case using the AHP in software selection," European Journal of Operational Research, Elsevier, vol. 137(1), pages 134-144, February.
    4. Junpai Chen & Yue Chen & Yitong Zhu & Mingyan Xiao & Hongfei Yang & Huaming Huang & Linli Li, 2023. "Assessing the Sustainability of Urban Community Renewal Projects in Southern China Based on a Hybrid MADM Approach," Sustainability, MDPI, vol. 15(4), pages 1-33, February.
    5. Saraswat, S.K. & Digalwar, Abhijeet K. & Yadav, S.S. & Kumar, Gaurav, 2021. "MCDM and GIS based modelling technique for assessment of solar and wind farm locations in India," Renewable Energy, Elsevier, vol. 169(C), pages 865-884.
    6. Abdul, Daud & Wenqi, Jiang & Tanveer, Arsalan, 2022. "Prioritization of renewable energy source for electricity generation through AHP-VIKOR integrated methodology," Renewable Energy, Elsevier, vol. 184(C), pages 1018-1032.
    7. Larichev, O. I. & Moshkovich, H. M., 1995. "ZAPROS-LM -- A method and system for ordering multiattribute alternatives," European Journal of Operational Research, Elsevier, vol. 82(3), pages 503-521, May.
    8. Ilbahar, Esra & Kahraman, Cengiz & Cebi, Selcuk, 2022. "Risk assessment of renewable energy investments: A modified failure mode and effect analysis based on prospect theory and intuitionistic fuzzy AHP," Energy, Elsevier, vol. 239(PA).
    9. Ali, Shahid & Stewart, Rodney A. & Sahin, Oz & Vieira, Abel Silva, 2023. "Integrated GIS-AHP-based approach for off-river pumped hydro energy storage site selection," Applied Energy, Elsevier, vol. 337(C).
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