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Optimizing power-to-H2 participation in the Nord Pool electricity market: Effects of different bidding strategies on plant operation

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  • Janke, Leandro
  • McDonagh, Shane
  • Weinrich, Sören
  • Murphy, Jerry
  • Nilsson, Daniel
  • Hansson, Per-Anders
  • Nordberg, Åke

Abstract

The operation of power-to-X systems requires measures to control the cost and sustainability of electricity purchased from spot markets. This study investigated different bidding strategies for the day-ahead market with a special focus on Sweden. A price independent order (PIO) strategy was developed assisted by forecasting electricity prices with an artificial neural network. For comparison, a price dependent order (PDO) with fixed bid price was used. The bidding strategies were used to simulate H2 production with both alkaline and proton exchange membrane electrolysers in different years and technological scenarios. Results showed that using PIO to control H2 production helped to avoid the purchase of expensive and carbon intense electricity during peak loads, but it also reduced the total number of operating hours compared to PDO. For this reason, under optimal conditions for both bidding strategies, PDO resulted in an average of 10.9% lower levelised cost of H2, and more attractive cash flows and net present values than PIO. Nevertheless, PIO showed to be a useful strategy to control costs in years with unexpected hourly price behaviour such as 2018. Furthermore, PIO could be successfully demonstrated in a practical case study to fulfil the on-demand requirement of an industrial captive customer.

Suggested Citation

  • Janke, Leandro & McDonagh, Shane & Weinrich, Sören & Murphy, Jerry & Nilsson, Daniel & Hansson, Per-Anders & Nordberg, Åke, 2020. "Optimizing power-to-H2 participation in the Nord Pool electricity market: Effects of different bidding strategies on plant operation," Renewable Energy, Elsevier, vol. 156(C), pages 820-836.
  • Handle: RePEc:eee:renene:v:156:y:2020:i:c:p:820-836
    DOI: 10.1016/j.renene.2020.04.080
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    as
    1. Cyril Martin de Lagarde & Frédéric Lantz, 2018. "How renewable production depresses electricity prices: Evidence from the German market," Post-Print hal-01985024, HAL.
    2. McKenna, R.C. & Bchini, Q. & Weinand, J.M. & Michaelis, J. & König, S. & Köppel, W. & Fichtner, W., 2018. "The future role of Power-to-Gas in the energy transition: Regional and local techno-economic analyses in Baden-Württemberg," Applied Energy, Elsevier, vol. 212(C), pages 386-400.
    3. Blanco, Herib & Nijs, Wouter & Ruf, Johannes & Faaij, André, 2018. "Potential for hydrogen and Power-to-Liquid in a low-carbon EU energy system using cost optimization," Applied Energy, Elsevier, vol. 232(C), pages 617-639.
    4. McDonagh, Shane & Wall, David M. & Deane, Paul & Murphy, Jerry D., 2019. "The effect of electricity markets, and renewable electricity penetration, on the levelised cost of energy of an advanced electro-fuel system incorporating carbon capture and utilisation," Renewable Energy, Elsevier, vol. 131(C), pages 364-371.
    5. Panapakidis, Ioannis P. & Dagoumas, Athanasios S., 2016. "Day-ahead electricity price forecasting via the application of artificial neural network based models," Applied Energy, Elsevier, vol. 172(C), pages 132-151.
    6. Weron, Rafał, 2014. "Electricity price forecasting: A review of the state-of-the-art with a look into the future," International Journal of Forecasting, Elsevier, vol. 30(4), pages 1030-1081.
    7. Vo, Truc T.Q. & Xia, Ao & Wall, David M. & Murphy, Jerry D., 2017. "Use of surplus wind electricity in Ireland to produce compressed renewable gaseous transport fuel through biological power to gas systems," Renewable Energy, Elsevier, vol. 105(C), pages 495-504.
    8. Lago, Jesus & De Ridder, Fjo & Vrancx, Peter & De Schutter, Bart, 2018. "Forecasting day-ahead electricity prices in Europe: The importance of considering market integration," Applied Energy, Elsevier, vol. 211(C), pages 890-903.
    9. Ahern, Eoin P. & Deane, Paul & Persson, Tobias & Ó Gallachóir, Brian & Murphy, Jerry D., 2015. "A perspective on the potential role of renewable gas in a smart energy island system," Renewable Energy, Elsevier, vol. 78(C), pages 648-656.
    10. McDonagh, Shane & Ahmed, Shorif & Desmond, Cian & Murphy, Jerry D, 2020. "Hydrogen from offshore wind: Investor perspective on the profitability of a hybrid system including for curtailment," Applied Energy, Elsevier, vol. 265(C).
    11. Martin de Lagarde, Cyril & Lantz, Frédéric, 2018. "How renewable production depresses electricity prices: Evidence from the German market," Energy Policy, Elsevier, vol. 117(C), pages 263-277.
    12. Fischer, David & Kaufmann, Florian & Hollinger, Raphael & Voglstätter, Christopher, 2018. "Real live demonstration of MPC for a power-to-gas plant," Applied Energy, Elsevier, vol. 228(C), pages 833-842.
    13. Gorre, Jachin & Ruoss, Fabian & Karjunen, Hannu & Schaffert, Johannes & Tynjälä, Tero, 2020. "Cost benefits of optimizing hydrogen storage and methanation capacities for Power-to-Gas plants in dynamic operation," Applied Energy, Elsevier, vol. 257(C).
    14. Blanco, Herib & Faaij, André, 2018. "A review at the role of storage in energy systems with a focus on Power to Gas and long-term storage," Renewable and Sustainable Energy Reviews, Elsevier, vol. 81(P1), pages 1049-1086.
    15. McDonagh, Shane & Deane, Paul & Rajendran, Karthik & Murphy, Jerry D., 2019. "Are electrofuels a sustainable transport fuel? Analysis of the effect of controls on carbon, curtailment, and cost of hydrogen," Applied Energy, Elsevier, vol. 247(C), pages 716-730.
    16. Frank, Elimar & Gorre, Jachin & Ruoss, Fabian & Friedl, Markus J., 2018. "Calculation and analysis of efficiencies and annual performances of Power-to-Gas systems," Applied Energy, Elsevier, vol. 218(C), pages 217-231.
    17. Gorre, Jachin & Ortloff, Felix & van Leeuwen, Charlotte, 2019. "Production costs for synthetic methane in 2030 and 2050 of an optimized Power-to-Gas plant with intermediate hydrogen storage," Applied Energy, Elsevier, vol. 253(C), pages 1-1.
    18. Cyril Martin de Lagarde & Frédéric Lantz, 2018. "How renewable production depresses electricity prices: Evidence from the German market," Post-Print hal-01986207, HAL.
    19. McDonagh, Shane & O'Shea, Richard & Wall, David M. & Deane, J.P. & Murphy, Jerry D., 2018. "Modelling of a power-to-gas system to predict the levelised cost of energy of an advanced renewable gaseous transport fuel," Applied Energy, Elsevier, vol. 215(C), pages 444-456.
    20. Götz, Manuel & Lefebvre, Jonathan & Mörs, Friedemann & McDaniel Koch, Amy & Graf, Frank & Bajohr, Siegfried & Reimert, Rainer & Kolb, Thomas, 2016. "Renewable Power-to-Gas: A technological and economic review," Renewable Energy, Elsevier, vol. 85(C), pages 1371-1390.
    21. Nordin, Nur Dalilah & Rahman, Hasimah Abdul, 2019. "Comparison of optimum design, sizing, and economic analysis of standalone photovoltaic/battery without and with hydrogen production systems," Renewable Energy, Elsevier, vol. 141(C), pages 107-123.
    22. Blanco, Herib & Nijs, Wouter & Ruf, Johannes & Faaij, André, 2018. "Potential of Power-to-Methane in the EU energy transition to a low carbon system using cost optimization," Applied Energy, Elsevier, vol. 232(C), pages 323-340.
    23. Lago, Jesus & De Ridder, Fjo & De Schutter, Bart, 2018. "Forecasting spot electricity prices: Deep learning approaches and empirical comparison of traditional algorithms," Applied Energy, Elsevier, vol. 221(C), pages 386-405.
    24. Grueger, Fabian & Möhrke, Fabian & Robinius, Martin & Stolten, Detlef, 2017. "Early power to gas applications: Reducing wind farm forecast errors and providing secondary control reserve," Applied Energy, Elsevier, vol. 192(C), pages 551-562.
    25. Buttler, Alexander & Spliethoff, Hartmut, 2018. "Current status of water electrolysis for energy storage, grid balancing and sector coupling via power-to-gas and power-to-liquids: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 82(P3), pages 2440-2454.
    26. Robinius, Martin & Raje, Tanmay & Nykamp, Stefan & Rott, Tobias & Müller, Martin & Grube, Thomas & Katzenbach, Burkhard & Küppers, Stefan & Stolten, Detlef, 2018. "Power-to-Gas: Electrolyzers as an alternative to network expansion – An example from a distribution system operator," Applied Energy, Elsevier, vol. 210(C), pages 182-197.
    27. Bird, Lori & Lew, Debra & Milligan, Michael & Carlini, E. Maria & Estanqueiro, Ana & Flynn, Damian & Gomez-Lazaro, Emilio & Holttinen, Hannele & Menemenlis, Nickie & Orths, Antje & Eriksen, Peter Børr, 2016. "Wind and solar energy curtailment: A review of international experience," Renewable and Sustainable Energy Reviews, Elsevier, vol. 65(C), pages 577-586.
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