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Application of thermal energy storage with electrified heating and cooling in a cold climate

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  • Ryan, Erich
  • McDaniel, Benjamin
  • Kosanovic, Dragoljub

Abstract

Ground source heat pumps (GSHPs) have been shown to be an effective means of decarbonizing building heating and cooling, but the operation of these systems at scale presents challenges to sites and the grid due to increases in peak demand. In this study, we investigate how the use of Thermal Energy Storage (TES), in the form of stratified water storage, could reduce the peak daily demand associated with GSHP systems and thus improve their cost effectiveness. This system was compared to a Combined Heat and Power (CHP) plant, to investigate the potential cost and emissions impacts of electrification on large energy users transitioning from high efficiency fossil fuel equipment. This study builds on previous research by using a significant campus area, and investigating the various impacts of an electrified system versus a state of the art fossil fuel system. An established method of TRNSYS modeling is used for the heat pumps and borehole heat exchangers (BHEs), along with the TES. The GSHP system with TES is modeled to follow industry standards and sized to provide an optimal balance of capital and operating costs. Costs were investigated for a unique large energy user rate structure, as well as for a more common generalized rate structure. The results show that the addition of TES to the GSHP system could reduce operating costs by 4.5%, but still incurs a 5.64% cost increase from the baseline CHP system. It is also shown, however, that a tactical integration of heat pumps into the CHP system is the most cost effective solution, only increasing the operating costs by 4.71%. Likewise, the impacts of different rate structures are highlighted, with the TES only resulting in 0.75% cost savings under the generalized utility rate. Furthermore, it is shown that thermal storage has great potential for demand reduction, with the addition of storage incurring a decrease of 7–22% in annual peak demand kW, dependent on the rate structure.

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  • Ryan, Erich & McDaniel, Benjamin & Kosanovic, Dragoljub, 2022. "Application of thermal energy storage with electrified heating and cooling in a cold climate," Applied Energy, Elsevier, vol. 328(C).
    • Handle: RePEc:eee:appene:v:328:y:2022:i:c:s0306261922014040
    DOI: 10.1016/j.apenergy.2022.120147
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    1. Arce, Pablo & Medrano, Marc & Gil, Antoni & Oró, Eduard & Cabeza, Luisa F., 2011. "Overview of thermal energy storage (TES) potential energy savings and climate change mitigation in Spain and Europe," Applied Energy, Elsevier, vol. 88(8), pages 2764-2774, August.
    2. Ahmadi, Seyed Ehsan & Sadeghi, Delnia & Marzband, Mousa & Abusorrah, Abdullah & Sedraoui, Khaled, 2022. "Decentralized bi-level stochastic optimization approach for multi-agent multi-energy networked micro-grids with multi-energy storage technologies," Energy, Elsevier, vol. 245(C).
    3. White, Philip R. & Rhodes, Joshua D. & Wilson, Eric J.H. & Webber, Michael E., 2021. "Quantifying the impact of residential space heating electrification on the Texas electric grid," Applied Energy, Elsevier, vol. 298(C).
    4. Antoniadis, Christodoulos N. & Martinopoulos, Georgios, 2019. "Optimization of a building integrated solar thermal system with seasonal storage using TRNSYS," Renewable Energy, Elsevier, vol. 137(C), pages 56-66.
    5. Thomaßen, Georg & Kavvadias, Konstantinos & Jiménez Navarro, Juan Pablo, 2021. "The decarbonisation of the EU heating sector through electrification: A parametric analysis," Energy Policy, Elsevier, vol. 148(PA).
    6. Kamal, Rajeev & Moloney, Francesca & Wickramaratne, Chatura & Narasimhan, Arunkumar & Goswami, D.Y., 2019. "Strategic control and cost optimization of thermal energy storage in buildings using EnergyPlus," Applied Energy, Elsevier, vol. 246(C), pages 77-90.
    7. Baeten, Brecht & Rogiers, Frederik & Helsen, Lieve, 2017. "Reduction of heat pump induced peak electricity use and required generation capacity through thermal energy storage and demand response," Applied Energy, Elsevier, vol. 195(C), pages 184-195.
    8. Bartolini, Andrea & Mazzoni, Stefano & Comodi, Gabriele & Romagnoli, Alessandro, 2021. "Impact of carbon pricing on distributed energy systems planning," Applied Energy, Elsevier, vol. 301(C).
    9. 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).
    10. Mohammad Shakerin & Vilde Eikeskog & Yantong Li & Trond Thorgeir Harsem & Natasa Nord & Haoran Li, 2022. "Investigation of Combined Heating and Cooling Systems with Short- and Long-Term Storages," Sustainability, MDPI, vol. 14(9), pages 1-22, May.
    11. Guelpa, Elisa & Verda, Vittorio, 2019. "Thermal energy storage in district heating and cooling systems: A review," Applied Energy, Elsevier, vol. 252(C), pages 1-1.
    12. Olympios, Andreas V. & Pantaleo, Antonio M. & Sapin, Paul & Markides, Christos N., 2020. "On the value of combined heat and power (CHP) systems and heat pumps incentralised and distributed heating systems: Lessons from multi-fidelitymodelling approaches," Applied Energy, Elsevier, vol. 274(C).
    13. Egging-Bratseth, Ruud & Kauko, Hanne & Knudsen, Brage Rugstad & Bakke, Sara Angell & Ettayebi, Amina & Haufe, Ina Renate, 2021. "Seasonal storage and demand side management in district heating systems with demand uncertainty," Applied Energy, Elsevier, vol. 285(C).
    14. Li, Haoran & Hou, Juan & Tian, Zhiyong & Hong, Tianzhen & Nord, Natasa & Rohde, Daniel, 2022. "Optimize heat prosumers' economic performance under current heating price models by using water tank thermal energy storage," Energy, Elsevier, vol. 239(PB).
    15. Chen, Xi & Yang, Hongxing, 2012. "Performance analysis of a proposed solar assisted ground coupled heat pump system," Applied Energy, Elsevier, vol. 97(C), pages 888-896.
    16. Tarroja, Brian & Chiang, Felicia & AghaKouchak, Amir & Samuelsen, Scott & Raghavan, Shuba V. & Wei, Max & Sun, Kaiyu & Hong, Tianzhen, 2018. "Translating climate change and heating system electrification impacts on building energy use to future greenhouse gas emissions and electric grid capacity requirements in California," Applied Energy, Elsevier, vol. 225(C), pages 522-534.
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    1. Samia Hamdane & Luís C. Pires & Pedro D. Gaspar & Pedro D. Silva, 2024. "Innovative Strategies for Thermal Energy Optimization and Renewable Energy Integration in Net-Zero-Energy Buildings: A Comprehensive Review," Energies, MDPI, vol. 17(22), pages 1-24, November.
    2. Untrau, Alix & Sochard, Sabine & Marias, Frédéric & Reneaume, Jean-Michel & Le Roux, Galo A.C. & Serra, Sylvain, 2023. "A fast and accurate 1-dimensional model for dynamic simulation and optimization of a stratified thermal energy storage," Applied Energy, Elsevier, vol. 333(C).

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