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Heuristic optimization of clusters of heat pumps: A simulation and case study of residential frequency reserve

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  • Romero Rodríguez, Laura
  • Brennenstuhl, Marcus
  • Yadack, Malcolm
  • Boch, Pirmin
  • Eicker, Ursula

Abstract

The technological challenges of adapting energy systems to the addition of more renewables are intricately interrelated with the ways in which markets incentivize their development and deployment. Households with own onsite distributed generation augmented by electrical and thermal storage capacities (prosumers), can adjust energy use based on the current needs of the electricity grid. Heat pumps, as an established technology for enhancing energy efficiency, are increasingly seen as having potential for shifting electricity use and contributing to Demand Response (DR).

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  • Romero Rodríguez, Laura & Brennenstuhl, Marcus & Yadack, Malcolm & Boch, Pirmin & Eicker, Ursula, 2019. "Heuristic optimization of clusters of heat pumps: A simulation and case study of residential frequency reserve," Applied Energy, Elsevier, vol. 233, pages 943-958.
    • Handle: RePEc:eee:appene:v:233-234:y:2019:i::p:943-958
    DOI: 10.1016/j.apenergy.2018.09.103
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    2. Zhuang, Chaoqun & Choudhary, Ruchi & Mavrogianni, Anna, 2023. "Uncertainty-based optimal energy retrofit methodology for building heat electrification with enhanced energy flexibility and climate adaptability," Applied Energy, Elsevier, vol. 341(C).
    3. Golmohamadi, Hessam, 2021. "Stochastic energy optimization of residential heat pumps in uncertain electricity markets," Applied Energy, Elsevier, vol. 303(C).
    4. Davor Zoričić & Goran Knežević & Marija Miletić & Denis Dolinar & Danijela Miloš Sprčić, 2022. "Integrated Risk Analysis of Aggregators: Policy Implications for the Development of the Competitive Aggregator Industry," Energies, MDPI, vol. 15(14), pages 1-22, July.
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    6. Poplavskaya, Ksenia & Lago, Jesus & de Vries, Laurens, 2020. "Effect of market design on strategic bidding behavior: Model-based analysis of European electricity balancing markets," Applied Energy, Elsevier, vol. 270(C).
    7. Lygnerud, Kristina & Ottosson, Jonas & Kensby, Johan & Johansson, Linnea, 2021. "Business models combining heat pumps and district heating in buildings generate cost and emission savings," Energy, Elsevier, vol. 234(C).
    8. Dhirendran Munith Kumar & Pietro Catrini & Antonio Piacentino & Maurizio Cirrincione, 2023. "Integrated Thermodynamic and Control Modeling of an Air-to-Water Heat Pump for Estimating Energy-Saving Potential and Flexibility in the Building Sector," Sustainability, MDPI, vol. 15(11), pages 1-23, May.
    9. Meesenburg, Wiebke & Markussen, Wiebke Brix & Ommen, Torben & Elmegaard, Brian, 2020. "Optimizing control of two-stage ammonia heat pump for fast regulation of power uptake," Applied Energy, Elsevier, vol. 271(C).

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