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Model predictive control of air-based building integrated PV/T systems for optimal HVAC integration

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  • Sigounis, Anna-Maria
  • Vallianos, Charalampos
  • Athienitis, Andreas

Abstract

High performance of HVAC connected Building Integrated Photovoltaic/Thermal (BIPV/T) systems relies on appropriate control. However, optimal control is often overlooked, resulting in systems that operate inefficiently. This paper investigates how model predictive control (MPC) can improve the operation of open loop air-based BIPV/T systems connected to multiple thermal applications.

Suggested Citation

  • Sigounis, Anna-Maria & Vallianos, Charalampos & Athienitis, Andreas, 2023. "Model predictive control of air-based building integrated PV/T systems for optimal HVAC integration," Renewable Energy, Elsevier, vol. 212(C), pages 655-668.
    • Handle: RePEc:eee:renene:v:212:y:2023:i:c:p:655-668
    DOI: 10.1016/j.renene.2023.05.059
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    References listed on IDEAS

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    1. Luo, Yongqiang & Zhang, Ling & Bozlar, Michael & Liu, Zhongbing & Guo, Hongshan & Meggers, Forrest, 2019. "Active building envelope systems toward renewable and sustainable energy," Renewable and Sustainable Energy Reviews, Elsevier, vol. 104(C), pages 470-491.
    2. Ma, Juanli & Fung, Alan S. & Brands, Monica & Abul Moyeed, Osama Mohammad & Mhanna, Ahmad & Juan, Neil, 2021. "Effects of photovoltaic/thermal (PV/T) control strategies on the performance of liquid-based PV/T assisted heat pump for space heating," Renewable Energy, Elsevier, vol. 172(C), pages 753-764.
    3. Rounis, Efstratios Dimitrios & Athienitis, Andreas & Stathopoulos, Theodore, 2021. "Review of air-based PV/T and BIPV/T systems - Performance and modelling," Renewable Energy, Elsevier, vol. 163(C), pages 1729-1753.
    4. Sarran, Lucile & Smith, Kevin M. & Hviid, Christian A. & Rode, Carsten, 2022. "Grey-box modelling and virtual sensors enabling continuous commissioning of hydronic floor heating," Energy, Elsevier, vol. 261(PB).
    5. Yang, Tingting & Athienitis, Andreas K., 2015. "Experimental investigation of a two-inlet air-based building integrated photovoltaic/thermal (BIPV/T) system," Applied Energy, Elsevier, vol. 159(C), pages 70-79.
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    Cited by:

    1. Qi, Di & Zhang, Kunlun & Zhao, Chuangyao & Li, Ang & Song, Bingye & Li, Angui, 2024. "Optimized model predictive control for solar assisted earth air heat exchanger system in greenhouse," Renewable Energy, Elsevier, vol. 228(C).
    2. Tang, Lingfeng & Xie, Haipeng & Wang, Yongguan & Xu, Zhanbo, 2025. "Deeply flexible commercial building HVAC system control: A physics-aware deep learning-embedded MPC approach," Applied Energy, Elsevier, vol. 388(C).
    3. Hu, Zehuan & Gao, Yuan & Sun, Luning & Mae, Masayuki & Imaizumi, Taiji, 2024. "Improved robust model predictive control for residential building air conditioning and photovoltaic power generation with battery energy storage system under weather forecast uncertainty," Applied Energy, Elsevier, vol. 371(C).

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