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Impact of wind penetration in electricity markets on optimal power-to-heat capacities in a local district heating system

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  • Dorotić, Hrvoje
  • Ban, Marko
  • Pukšec, Tomislav
  • Duić, Neven

Abstract

While the share of intermittent renewable energy sources in a power sector is constantly increasing, demand response technologies are becoming a crucial part of interconnected energy systems. The district heating sector has a great potential of offering such services if power-to-heat and thermal storage technologies are implemented. This is a well-known method of utilizing low-price electricity from the power market. However, power-to-heat optimal supply capacities are rarely studied with respect to different market conditions, especially from the point of view of multi-objective optimization. This paper shows an analysis of the impact of a wind production increase in a power market on optimal power-to-heat capacities in a local district heating system. To obtain these results, a district heating optimization model was developed by using linear programming, while the power market prices reduction is analysed by using historical bidding market data and shifting of the supply curve. The district heating model was created in the open-source and free programming language called Julia. The model was tested on a case study of the Nord Pool electricity market and a numerical example of a district heating system. The main outcome of this research is to show how district heating supply technologies operate in different market conditions and how they affect optimal power-to-heat and thermal storage capacities. Heat pump capacities linearly follow wind production increase in power markets.

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  • Dorotić, Hrvoje & Ban, Marko & Pukšec, Tomislav & Duić, Neven, 2020. "Impact of wind penetration in electricity markets on optimal power-to-heat capacities in a local district heating system," Renewable and Sustainable Energy Reviews, Elsevier, vol. 132(C).
    • Handle: RePEc:eee:rensus:v:132:y:2020:i:c:s1364032120303865
    DOI: 10.1016/j.rser.2020.110095
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    1. Chinmoy, Lakshmi & Iniyan, S. & Goic, Ranko, 2019. "Modeling wind power investments, policies and social benefits for deregulated electricity market – A review," Applied Energy, Elsevier, vol. 242(C), pages 364-377.
    2. Li, Gong & Shi, Jing, 2012. "Agent-based modeling for trading wind power with uncertainty in the day-ahead wholesale electricity markets of single-sided auctions," Applied Energy, Elsevier, vol. 99(C), pages 13-22.
    3. Falke, Tobias & Krengel, Stefan & Meinerzhagen, Ann-Kathrin & Schnettler, Armin, 2016. "Multi-objective optimization and simulation model for the design of distributed energy systems," Applied Energy, Elsevier, vol. 184(C), pages 1508-1516.
    4. Fogelberg, Sara & Lazarczyk, Ewa, 2017. "Wind power volatility and its impact on production failures in the Nordic electricity market," Renewable Energy, Elsevier, vol. 105(C), pages 96-105.
    5. Lamaison, Nicolas & Collette, Simon & Vallée, Mathieu & Bavière, Roland, 2019. "Storage influence in a combined biomass and power-to-heat district heating production plant," Energy, Elsevier, vol. 186(C).
    6. Gravelsins, Armands & Pakere, Ieva & Tukulis, Anrijs & Blumberga, Dagnija, 2019. "Solar power in district heating. P2H flexibility concept," Energy, Elsevier, vol. 181(C), pages 1023-1035.
    7. Jimenez-Navarro, Juan-Pablo & Kavvadias, Konstantinos & Filippidou, Faidra & Pavičević, Matija & Quoilin, Sylvain, 2020. "Coupling the heating and power sectors: The role of centralised combined heat and power plants and district heat in a European decarbonised power system," Applied Energy, Elsevier, vol. 270(C).
    8. Wang, Jiawei & You, Shi & Zong, Yi & Cai, Hanmin & Træholt, Chresten & Dong, Zhao Yang, 2019. "Investigation of real-time flexibility of combined heat and power plants in district heating applications," Applied Energy, Elsevier, vol. 237(C), pages 196-209.
    9. Wang, Dan & Hu, Qing'e & Jia, Hongjie & Hou, Kai & Du, Wei & Chen, Ning & Wang, Xudong & Fan, Menghua, 2019. "Integrated demand response in district electricity-heating network considering double auction retail energy market based on demand-side energy stations," Applied Energy, Elsevier, vol. 248(C), pages 656-678.
    10. Wang, Jinda & Zhou, Zhigang & Zhao, Jianing & Zheng, Jinfu & Guan, Zhiqiang, 2019. "Optimizing for clean-heating improvements in a district energy system with high penetration of wind power," Energy, Elsevier, vol. 175(C), pages 1085-1099.
    11. Ito, Masakazu & Takano, Akihisa & Shinji, Takao & Yagi, Takahiro & Hayashi, Yasuhiro, 2017. "Electricity adjustment for capacity market auction by a district heating and cooling system," Applied Energy, Elsevier, vol. 206(C), pages 623-633.
    12. Lund, H. & Möller, B. & Mathiesen, B.V. & Dyrelund, A., 2010. "The role of district heating in future renewable energy systems," Energy, Elsevier, vol. 35(3), pages 1381-1390.
    13. Dominković, Dominik Franjo & Wahlroos, Mikko & Syri, Sanna & Pedersen, Allan Schrøder, 2018. "Influence of different technologies on dynamic pricing in district heating systems: Comparative case studies," Energy, Elsevier, vol. 153(C), pages 136-148.
    14. Felten, Björn, 2020. "An integrated model of coupled heat and power sectors for large-scale energy system analyses," Applied Energy, Elsevier, vol. 266(C).
    15. Amiri, Shahnaz & Weinberger, Gottfried, 2018. "Increased cogeneration of renewable electricity through energy cooperation in a Swedish district heating system - A case study," Renewable Energy, Elsevier, vol. 116(PA), pages 866-877.
    16. Mazhar, Abdur Rehman & Liu, Shuli & Shukla, Ashish, 2018. "A state of art review on the district heating systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 96(C), pages 420-439.
    17. Averfalk, Helge & Ingvarsson, Paul & Persson, Urban & Gong, Mei & Werner, Sven, 2017. "Large heat pumps in Swedish district heating systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 79(C), pages 1275-1284.
    18. Djørup, Søren & Thellufsen, Jakob Zinck & Sorknæs, Peter, 2018. "The electricity market in a renewable energy system," Energy, Elsevier, vol. 162(C), pages 148-157.
    19. Sayegh, M.A. & Danielewicz, J. & Nannou, T. & Miniewicz, M. & Jadwiszczak, P. & Piekarska, K. & Jouhara, H., 2017. "Trends of European research and development in district heating technologies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 68(P2), pages 1183-1192.
    20. Lund, Henrik & Duic, Neven & Østergaard, Poul Alberg & Mathiesen, Brian Vad, 2018. "Future district heating systems and technologies: On the role of smart energy systems and 4th generation district heating," Energy, Elsevier, vol. 165(PA), pages 614-619.
    21. Odeh, Rodrigo Pérez & Watts, David, 2019. "Impacts of wind and solar spatial diversification on its market value: A case study of the Chilean electricity market," Renewable and Sustainable Energy Reviews, Elsevier, vol. 111(C), pages 442-461.
    22. Zheng, Jinfu & Zhou, Zhigang & Zhao, Jianing & Wang, Jinda, 2018. "Effects of the operation regulation modes of district heating system on an integrated heat and power dispatch system for wind power integration," Applied Energy, Elsevier, vol. 230(C), pages 1126-1139.
    23. Østergaard, Poul Alberg & Jantzen, Jan & Marczinkowski, Hannah Mareike & Kristensen, Michael, 2019. "Business and socioeconomic assessment of introducing heat pumps with heat storage in small-scale district heating systems," Renewable Energy, Elsevier, vol. 139(C), pages 904-914.
    24. Moser, Simon & Puschnigg, Stefan & Rodin, Valerie, 2020. "Designing the Heat Merit Order to determine the value of industrial waste heat for district heating systems," Energy, Elsevier, vol. 200(C).
    25. Lake, Andrew & Rezaie, Behanz & Beyerlein, Steven, 2017. "Review of district heating and cooling systems for a sustainable future," Renewable and Sustainable Energy Reviews, Elsevier, vol. 67(C), pages 417-425.
    26. Levihn, Fabian, 2017. "CHP and heat pumps to balance renewable power production: Lessons from the district heating network in Stockholm," Energy, Elsevier, vol. 137(C), pages 670-678.
    27. Liu, Wen & Klip, Diederik & Zappa, William & Jelles, Sytse & Kramer, Gert Jan & van den Broek, Machteld, 2019. "The marginal-cost pricing for a competitive wholesale district heating market: A case study in the Netherlands," Energy, Elsevier, vol. 189(C).
    28. Jiménez Navarro, Juan Pablo & Cejudo López, José Manuel & Connolly, David, 2017. "The effect of feed-in-tariff supporting schemes on the viability of a district heating and cooling production system," Energy, Elsevier, vol. 134(C), pages 438-448.
    29. Kontu, K. & Rinne, S. & Junnila, S., 2019. "Introducing modern heat pumps to existing district heating systems – Global lessons from viable decarbonizing of district heating in Finland," Energy, Elsevier, vol. 166(C), pages 862-870.
    30. Pirouti, Marouf & Bagdanavicius, Audrius & Ekanayake, Janaka & Wu, Jianzhong & Jenkins, Nick, 2013. "Energy consumption and economic analyses of a district heating network," Energy, Elsevier, vol. 57(C), pages 149-159.
    31. Terreros, O. & Spreitzhofer, J. & Basciotti, D. & Schmidt, R.R. & Esterl, T. & Pober, M. & Kerschbaumer, M. & Ziegler, M., 2020. "Electricity market options for heat pumps in rural district heating networks in Austria," Energy, Elsevier, vol. 196(C).
    32. Mosquera-López, Stephanía & Nursimulu, Anjali, 2019. "Drivers of electricity price dynamics: Comparative analysis of spot and futures markets," Energy Policy, Elsevier, vol. 126(C), pages 76-87.
    33. Buffa, Simone & Cozzini, Marco & D’Antoni, Matteo & Baratieri, Marco & Fedrizzi, Roberto, 2019. "5th generation district heating and cooling systems: A review of existing cases in Europe," Renewable and Sustainable Energy Reviews, Elsevier, vol. 104(C), pages 504-522.
    34. Østergaard, Poul Alberg & Andersen, Anders N., 2016. "Booster heat pumps and central heat pumps in district heating," Applied Energy, Elsevier, vol. 184(C), pages 1374-1388.
    35. Böttger, Diana & Götz, Mario & Theofilidi, Myrto & Bruckner, Thomas, 2015. "Control power provision with power-to-heat plants in systems with high shares of renewable energy sources – An illustrative analysis for Germany based on the use of electric boilers in district heatin," Energy, Elsevier, vol. 82(C), pages 157-167.
    36. Prebeg, Pero & Gasparovic, Goran & Krajacic, Goran & Duic, Neven, 2016. "Long-term energy planning of Croatian power system using multi-objective optimization with focus on renewable energy and integration of electric vehicles," Applied Energy, Elsevier, vol. 184(C), pages 1493-1507.
    37. Østergaard, Poul Alberg & Andersen, Anders N., 2018. "Economic feasibility of booster heat pumps in heat pump-based district heating systems," Energy, Elsevier, vol. 155(C), pages 921-929.
    38. Leitner, Benedikt & Widl, Edmund & Gawlik, Wolfgang & Hofmann, René, 2019. "A method for technical assessment of power-to-heat use cases to couple local district heating and electrical distribution grids," Energy, Elsevier, vol. 182(C), pages 729-738.
    39. Dorotić, Hrvoje & Pukšec, Tomislav & Duić, Neven, 2019. "Multi-objective optimization of district heating and cooling systems for a one-year time horizon," Energy, Elsevier, vol. 169(C), pages 319-328.
    40. Arabkoohsar, Ahmad & Alsagri, Ali Sulaiman, 2020. "Thermodynamic analysis of ultralow-temperature district heating system with shared power heat pumps and triple-pipes," Energy, Elsevier, vol. 194(C).
    41. Wei, Dajun & Chen, Alian & Sun, Bo & Zhang, Chenghui, 2016. "Multi-objective optimal operation and energy coupling analysis of combined cooling and heating system," Energy, Elsevier, vol. 98(C), pages 296-307.
    42. Sandberg, Eli & Kirkerud, Jon Gustav & Trømborg, Erik & Bolkesjø, Torjus Folsland, 2019. "Energy system impacts of grid tariff structures for flexible power-to-district heat," Energy, Elsevier, vol. 168(C), pages 772-781.
    43. Hennessy, Jay & Li, Hailong & Wallin, Fredrik & Thorin, Eva, 2018. "Towards smart thermal grids: Techno-economic feasibility of commercial heat-to-power technologies for district heating," Applied Energy, Elsevier, vol. 228(C), pages 766-776.
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