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Technical and economic analysis of the provision of ancillary services through the flexibility of HVAC system in shopping centers

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  • Tina, Giuseppe Marco
  • Aneli, Stefano
  • Gagliano, Antonio

Abstract

To address the increasing demand for ancillary services, new demand response strategies (DR) are being developed that involve the building sector to provide flexibility to the transmission system operator (TSO). In this respect, commercial buildings have great potential to become key players in providing flexibility to the TSO by changing their load profiles for heating, ventilation and air conditioning. This study presents a case study of a Mediterranean shopping centre heated and cooled by a heat pump and participating in the ancillary services market according to the specific rules of the Italian pilot project UVAM. The analyses start from the daily consumption profile assuming conventional operation for the HVAC system (baseline) during cooling and heating periods. Then two DR strategies are investigated, the first of which is to change the indoor set point temperature and the second is to reduce the electricity power to the HVAC systems, without introducing pre-cooling or pre-heating periods. The results show that the studied flexibility strategies allow to obtain, for each DR event, over 60 kW of downward flexibility power and a reduction of energy consumption between 128 and 160 kWh during summer, and over 50 kW of downward flexibility power and a reduction of energy consumption between 40 and 160 kWh. This study identifies opportunities and barriers for commercial buildings to participate in the ancillary services market. However, the proposed DR strategies may lead to an unacceptable percentage of dissatisfaction (PPD), especially during the cooling season.

Suggested Citation

  • Tina, Giuseppe Marco & Aneli, Stefano & Gagliano, Antonio, 2022. "Technical and economic analysis of the provision of ancillary services through the flexibility of HVAC system in shopping centers," Energy, Elsevier, vol. 258(C).
  • Handle: RePEc:eee:energy:v:258:y:2022:i:c:s0360544222017637
    DOI: 10.1016/j.energy.2022.124860
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    References listed on IDEAS

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    1. Tang, Hong & Wang, Shengwei & Li, Hangxin, 2021. "Flexibility categorization, sources, capabilities and technologies for energy-flexible and grid-responsive buildings: State-of-the-art and future perspective," Energy, Elsevier, vol. 219(C).
    2. Lü, Xiaoshu & Lu, Tao & Kibert, Charles J. & Viljanen, Martti, 2015. "Modeling and forecasting energy consumption for heterogeneous buildings using a physical–statistical approach," Applied Energy, Elsevier, vol. 144(C), pages 261-275.
    3. Hughes, Larry, 2010. "Meeting residential space heating demand with wind-generated electricity," Renewable Energy, Elsevier, vol. 35(8), pages 1765-1772.
    4. Li, Pei-Hao & Pye, Steve, 2018. "Assessing the benefits of demand-side flexibility in residential and transport sectors from an integrated energy systems perspective," Applied Energy, Elsevier, vol. 228(C), pages 965-979.
    5. Wang, Shengwei & Tang, Rui, 2017. "Supply-based feedback control strategy of air-conditioning systems for direct load control of buildings responding to urgent requests of smart grids," Applied Energy, Elsevier, vol. 201(C), pages 419-432.
    6. Johnson, Samuel C. & Rhodes, Joshua D. & Webber, Michael E., 2020. "Understanding the impact of non-synchronous wind and solar generation on grid stability and identifying mitigation pathways," Applied Energy, Elsevier, vol. 262(C).
    7. Saffari, Mohammad & de Gracia, Alvaro & Fernández, Cèsar & Belusko, Martin & Boer, Dieter & Cabeza, Luisa F., 2018. "Optimized demand side management (DSM) of peak electricity demand by coupling low temperature thermal energy storage (TES) and solar PV," Applied Energy, Elsevier, vol. 211(C), pages 604-616.
    8. Pupo-Roncallo, Oscar & Campillo, Javier & Ingham, Derek & Hughes, Kevin & Pourkashanian, Mohammed, 2019. "Large scale integration of renewable energy sources (RES) in the future Colombian energy system," Energy, Elsevier, vol. 186(C).
    9. Eid, Cherrelle & Codani, Paul & Perez, Yannick & Reneses, Javier & Hakvoort, Rudi, 2016. "Managing electric flexibility from Distributed Energy Resources: A review of incentives for market design," Renewable and Sustainable Energy Reviews, Elsevier, vol. 64(C), pages 237-247.
    10. Fernández-Guillamón, Ana & Gómez-Lázaro, Emilio & Muljadi, Eduard & Molina-García, Ángel, 2019. "Power systems with high renewable energy sources: A review of inertia and frequency control strategies over time," Renewable and Sustainable Energy Reviews, Elsevier, vol. 115(C).
    11. Sandels, C. & Brodén, D. & Widén, J. & Nordström, L. & Andersson, E., 2016. "Modeling office building consumer load with a combined physical and behavioral approach: Simulation and validation," Applied Energy, Elsevier, vol. 162(C), pages 472-485.
    12. Kirby, Brendan & Kueck, John & Laughner, Theo & Morris, Keith, 2008. "Spinning Reserve from Hotel Load Response," The Electricity Journal, Elsevier, vol. 21(10), pages 59-66, December.
    13. Hu, Maomao & Xiao, Fu & Jørgensen, John Bagterp & Wang, Shengwei, 2019. "Frequency control of air conditioners in response to real-time dynamic electricity prices in smart grids," Applied Energy, Elsevier, vol. 242(C), pages 92-106.
    14. Cherrelle Eid & Paul Codani & Yannick Perez & Javier Reneses & Rudi Hakvoort, 2016. "Managing electric flexibility from Distributed Energy Resources: A review of incentives for market design," Post-Print hal-01792419, HAL.
    15. Cole, Wesley J. & Rhodes, Joshua D. & Gorman, William & Perez, Krystian X. & Webber, Michael E. & Edgar, Thomas F., 2014. "Community-scale residential air conditioning control for effective grid management," Applied Energy, Elsevier, vol. 130(C), pages 428-436.
    16. Tang, Hong & Wang, Shengwei, 2021. "Energy flexibility quantification of grid-responsive buildings: Energy flexibility index and assessment of their effectiveness for applications," Energy, Elsevier, vol. 221(C).
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    2. Etxandi-Santolaya, Maite & Colet-Subirachs, Alba & Barbero, Mattia & Corchero, Cristina, 2023. "Development of a platform for the assessment of demand-side flexibility in a microgrid laboratory," Applied Energy, Elsevier, vol. 331(C).
    3. Li, Jiamei & Ai, Qian & Chen, Minyu, 2023. "Strategic behavior modeling and energy management for electric-thermal-carbon-natural gas integrated energy system considering ancillary service," Energy, Elsevier, vol. 278(C).

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