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Investigating influential techno-economic factors for combined heat and power production using optimization and metamodeling

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  • Weinberger, Gottfried
  • Moshfegh, Bahram

Abstract

This paper investigates the interaction of a wide range of electricity and fuel prices and technical factors of combined heat and power production in a district heating system. A linear programming-based optimization model with the objective to minimize system cost was used to study the energy systems in the cities of Gävle and Sandviken in Sweden. The comprehensive outcomes from optimization and parametric studies have been analyzed using a polynomial-based metamodel. System costs include variable costs for the production and revenues for sale of heat and electricity. The metamodel is used as an analytical and explanatory tool to interpret input-output relationships. Municipal district heating systems of Gävle and Sandviken in Sweden are studied as an interconnected regional system with improved and new combined heat and power plants. The results show that effects from electricity and fuel prices are important, but that variations in energy system cost may also be caused by many cross-factor interactions with technical factors. A comparative system performance analysis with defined cases and optimal factor setting shows a substantial increase in the electricity production, here by up to 650 GWh annually. The profitability of investing in a new plant depends highly on the considered investment risk and electricity and fuel market prices. CO2 emission savings by up to 466 kton annually can be accomplished if marginal electricity production from coal-condensing power plants is avoided and biofuel is released at the same time.

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  • Weinberger, Gottfried & Moshfegh, Bahram, 2018. "Investigating influential techno-economic factors for combined heat and power production using optimization and metamodeling," Applied Energy, Elsevier, vol. 232(C), pages 555-571.
    • Handle: RePEc:eee:appene:v:232:y:2018:i:c:p:555-571
    DOI: 10.1016/j.apenergy.2018.09.206
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    1. Gebremedhin, Alemayehu, 2014. "Optimal utilisation of heat demand in district heating system—A case study," Renewable and Sustainable Energy Reviews, Elsevier, vol. 30(C), pages 230-236.
    2. Amiri, Shahnaz & Trygg, Louise & Moshfegh, Bahram, 2009. "Assessment of the natural gas potential for heat and power generation in the County of Östergötland in Sweden," Energy Policy, Elsevier, vol. 37(2), pages 496-506, February.
    3. Carpaneto, Enrico & Chicco, Gianfranco & Mancarella, Pierluigi & Russo, Angela, 2011. "Cogeneration planning under uncertainty: Part I: Multiple time frame approach," Applied Energy, Elsevier, vol. 88(4), pages 1059-1067, April.
    4. Henning, Dag, 1997. "MODEST—An energy-system optimisation model applicable to local utilities and countries," Energy, Elsevier, vol. 22(12), pages 1135-1150.
    5. Karlsson, Magnus & Gebremedhin, Alemayehu & Klugman, Sofia & Henning, Dag & Moshfegh, Bahram, 2009. "Regional energy system optimization - Potential for a regional heat market," Applied Energy, Elsevier, vol. 86(4), pages 441-451, April.
    6. Ommen, Torben & Markussen, Wiebke Brix & Elmegaard, Brian, 2016. "Lowering district heating temperatures – Impact to system performance in current and future Danish energy scenarios," Energy, Elsevier, vol. 94(C), pages 273-291.
    7. Kleijnen, Jack P. C. & Sargent, Robert G., 2000. "A methodology for fitting and validating metamodels in simulation," European Journal of Operational Research, Elsevier, vol. 120(1), pages 14-29, January.
    8. Sundberg, G & Karlsson, B.G, 2000. "Interaction effects in optimising a municipal energy system," Energy, Elsevier, vol. 25(9), pages 877-891.
    9. Buoro, D. & Casisi, M. & De Nardi, A. & Pinamonti, P. & Reini, M., 2013. "Multicriteria optimization of a distributed energy supply system for an industrial area," Energy, Elsevier, vol. 58(C), pages 128-137.
    10. Morvaj, Boran & Evins, Ralph & Carmeliet, Jan, 2016. "Optimising urban energy systems: Simultaneous system sizing, operation and district heating network layout," Energy, Elsevier, vol. 116(P1), pages 619-636.
    11. Geyer, Philipp & Schlüter, Arno, 2014. "Automated metamodel generation for Design Space Exploration and decision-making – A novel method supporting performance-oriented building design and retrofitting," Applied Energy, Elsevier, vol. 119(C), pages 537-556.
    12. Danestig, Maria & Gebremehdin, Alemayehu & Karlsson, Bjorn, 2007. "Stockholm CHP potential--An opportunity for CO2 reductions?," Energy Policy, Elsevier, vol. 35(9), pages 4650-4660, September.
    13. Rezaie, Behnaz & Rosen, Marc A., 2012. "District heating and cooling: Review of technology and potential enhancements," Applied Energy, Elsevier, vol. 93(C), pages 2-10.
    14. Romanchenko, Dmytro & Odenberger, Mikael & Göransson, Lisa & Johnsson, Filip, 2017. "Impact of electricity price fluctuations on the operation of district heating systems: A case study of district heating in Göteborg, Sweden," Applied Energy, Elsevier, vol. 204(C), pages 16-30.
    15. Amiri, S. & Moshfegh, B., 2010. "Possibilities and consequences of deregulation of the European electricity market for connection of heat sparse areas to district heating systems," Applied Energy, Elsevier, vol. 87(7), pages 2401-2410, July.
    16. Weinberger, Gottfried & Amiri, Shahnaz & Moshfegh, Bahram, 2017. "On the benefit of integration of a district heating system with industrial excess heat: An economic and environmental analysis," Applied Energy, Elsevier, vol. 191(C), pages 454-468.
    17. Amiri, Shahnaz & Henning, Dag & Karlsson, Björn G., 2013. "Simulation and introduction of a CHP plant in a Swedish biogas system," Renewable Energy, Elsevier, vol. 49(C), pages 242-249.
    18. Persson, Urban & Werner, Sven, 2011. "Heat distribution and the future competitiveness of district heating," Applied Energy, Elsevier, vol. 88(3), pages 568-576, March.
    19. Åberg, M. & Widén, J. & Henning, D., 2012. "Sensitivity of district heating system operation to heat demand reductions and electricity price variations: A Swedish example," Energy, Elsevier, vol. 41(1), pages 525-540.
    20. Holmgren, Kristina, 2006. "Role of a district-heating network as a user of waste-heat supply from various sources - the case of Göteborg," Applied Energy, Elsevier, vol. 83(12), pages 1351-1367, December.
    21. Hansson, Julia & Berndes, Gran & Johnsson, Filip & Kjrstad, Jan, 2009. "Co-firing biomass with coal for electricity generation--An assessment of the potential in EU27," Energy Policy, Elsevier, vol. 37(4), pages 1444-1455, April.
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