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Design and optimization of performance guarantees for hybrid power plants

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  • Ackermann, Simon
  • Szabo, Andrei
  • Bamberger, Joachim
  • Steinke, Florian

Abstract

This article introduces the problem of performance guarantee design for hybrid power plants (HPPs) with renewable generation. To solve it we propose a novel framework for the determination of performance guarantee levels under weather and load uncertainty. The framework is intended as a decision support tool for HPP solution providers during contract negotiations with owners, where they have to strike a balance between competitive bidding and possible contractual penalties. It is formulated as a stochastic risk-constrained optimization problem, which maximizes guarantee values subject to the risk preferences of the solution provider. HPP performance variability is included into the framework via detailed plant operation simulations. Furthermore, it allows to condition the guarantee levels on the stochastic availability of renewable resources and loads. We demonstrate the application of the framework with the design of a renewable energy output guarantee for a PV-battery storage-diesel plant. Moreover, we introduce guarantee benchmark models based on the performance ratio, least square and quantile regression and illustrate the advantages of the proposed framework in comparison to them. Performance guarantees computed with the proposed framework simplify performance risk assessment for owners and financiers in HPPs, which may lower financing costs of HPP solutions and speed up their adoption.

Suggested Citation

  • Ackermann, Simon & Szabo, Andrei & Bamberger, Joachim & Steinke, Florian, 2022. "Design and optimization of performance guarantees for hybrid power plants," Energy, Elsevier, vol. 239(PA).
  • Handle: RePEc:eee:energy:v:239:y:2022:i:pa:s0360544221019903
    DOI: 10.1016/j.energy.2021.121742
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    as
    1. Anoune, Kamal & Bouya, Mohsine & Astito, Abdelali & Abdellah, Abdellatif Ben, 2018. "Sizing methods and optimization techniques for PV-wind based hybrid renewable energy system: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 93(C), pages 652-673.
    2. Katsaprakakis, Dimitris Al., 2016. "Hybrid power plants in non-interconnected insular systems," Applied Energy, Elsevier, vol. 164(C), pages 268-283.
    3. Deng, Qianli & Jiang, Xianglin & Cui, Qingbin & Zhang, Limao, 2015. "Strategic design of cost savings guarantee in energy performance contracting under uncertainty," Applied Energy, Elsevier, vol. 139(C), pages 68-80.
    4. Cross, Sam & Padfield, David & Ant-Wuorinen, Risto & King, Phillip & Syri, Sanna, 2017. "Benchmarking island power systems: Results, challenges, and solutions for long term sustainability," Renewable and Sustainable Energy Reviews, Elsevier, vol. 80(C), pages 1269-1291.
    5. Kumbartzky, Nadine & Schacht, Matthias & Schulz, Katrin & Werners, Brigitte, 2017. "Optimal operation of a CHP plant participating in the German electricity balancing and day-ahead spot market," European Journal of Operational Research, Elsevier, vol. 261(1), pages 390-404.
    6. Çelik, Doğan & Meral, Mehmet Emin, 2019. "A novel control strategy for grid connected distributed generation system to maximize power delivery capability," Energy, Elsevier, vol. 186(C).
    7. Deng, Qianli & Jiang, Xianglin & Zhang, Limao & Cui, Qingbin, 2015. "Making optimal investment decisions for energy service companies under uncertainty: A case study," Energy, Elsevier, vol. 88(C), pages 234-243.
    8. Dionysios Pramangioulis & Konstantinos Atsonios & Nikos Nikolopoulos & Dimitrios Rakopoulos & Panagiotis Grammelis & Emmanuel Kakaras, 2019. "A Methodology for Determination and Definition of Key Performance Indicators for Smart Grids Development in Island Energy Systems," Energies, MDPI, vol. 12(2), pages 1-22, January.
    9. Bahramara, S. & Moghaddam, M. Parsa & Haghifam, M.R., 2016. "Optimal planning of hybrid renewable energy systems using HOMER: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 62(C), pages 609-620.
    10. Andrea Masini & Emanuela Menichetti, 2013. "Investment decisions in the renewable energy sector: An analysis of non-financial drivers," Post-Print hal-00796331, HAL.
    11. Hu, Jing & Harmsen, Robert & Crijns-Graus, Wina & Worrell, Ernst, 2018. "Barriers to investment in utility-scale variable renewable electricity (VRE) generation projects," Renewable Energy, Elsevier, vol. 121(C), pages 730-744.
    12. Deshmukh, M.K. & Deshmukh, S.S., 2008. "Modeling of hybrid renewable energy systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 12(1), pages 235-249, January.
    13. Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.
    14. Xu, Beibei & Chen, Diyi & Venkateshkumar, M. & Xiao, Yu & Yue, Yan & Xing, Yanqiu & Li, Peiquan, 2019. "Modeling a pumped storage hydropower integrated to a hybrid power system with solar-wind power and its stability analysis," Applied Energy, Elsevier, vol. 248(C), pages 446-462.
    15. Antonio J. Conejo & Miguel Carrión & Juan M. Morales, 2010. "Decision Making Under Uncertainty in Electricity Markets," International Series in Operations Research and Management Science, Springer, number 978-1-4419-7421-1, April.
    16. Blechinger, P. & Cader, C. & Bertheau, P. & Huyskens, H. & Seguin, R. & Breyer, C., 2016. "Global analysis of the techno-economic potential of renewable energy hybrid systems on small islands," Energy Policy, Elsevier, vol. 98(C), pages 674-687.
    17. Olatomiwa, Lanre & Mekhilef, Saad & Ismail, M.S. & Moghavvemi, M., 2016. "Energy management strategies in hybrid renewable energy systems: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 62(C), pages 821-835.
    18. Sengupta, Manajit & Xie, Yu & Lopez, Anthony & Habte, Aron & Maclaurin, Galen & Shelby, James, 2018. "The National Solar Radiation Data Base (NSRDB)," Renewable and Sustainable Energy Reviews, Elsevier, vol. 89(C), pages 51-60.
    19. Upadhyay, Subho & Sharma, M.P., 2014. "A review on configurations, control and sizing methodologies of hybrid energy systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 38(C), pages 47-63.
    20. Mills, Evan & Kromer, Steve & Weiss, Gary & Mathew, Paul A., 2006. "From volatility to value: analysing and managing financial and performance risk in energy savings projects," Energy Policy, Elsevier, vol. 34(2), pages 188-199, January.
    21. Erdinc, Ozan & Paterakis, Nikolaos G. & Catalão, João P.S., 2015. "Overview of insular power systems under increasing penetration of renewable energy sources: Opportunities and challenges," Renewable and Sustainable Energy Reviews, Elsevier, vol. 52(C), pages 333-346.
    22. Andrea Masini & Emanuela Menichetti, 2013. "Investment Decisions in the Renewable Energy Sector: An Analysis of Non-Financial Drivers," Working Papers hal-01947453, HAL.
    23. Wang, Xiaonan & Palazoglu, Ahmet & El-Farra, Nael H., 2015. "Operational optimization and demand response of hybrid renewable energy systems," Applied Energy, Elsevier, vol. 143(C), pages 324-335.
    24. Masini, Andrea & Menichetti, Emanuela, 2013. "Investment decisions in the renewable energy sector: An analysis of non-financial drivers," Technological Forecasting and Social Change, Elsevier, vol. 80(3), pages 510-524.
    25. Bajpai, Prabodh & Dash, Vaishalee, 2012. "Hybrid renewable energy systems for power generation in stand-alone applications: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(5), pages 2926-2939.
    26. Sinha, Sunanda & Chandel, S.S., 2014. "Review of software tools for hybrid renewable energy systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 32(C), pages 192-205.
    27. Khalid, Ahmad Mohd & Mitra, Indradip & Warmuth, Werner & Schacht, Volker, 2016. "Performance ratio – Crucial parameter for grid connected PV plants," Renewable and Sustainable Energy Reviews, Elsevier, vol. 65(C), pages 1139-1158.
    28. Masini, Andrea & Menichetti , Emanuela, 2013. "Investment Decisions in the Renewable Energy Sector: An Analysis of Non-Financial Drivers," HEC Research Papers Series 976, HEC Paris.
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