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On the heating potential of a single buried pipe using deterministic and intelligent techniques

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  • Mihalakakou, G

Abstract

The present paper deals with the heating potential of a single buried pipe using real climatic data. The use of buried pipes in buildings for heating and cooling purposes has gained increasing acceptance in recent years. The system’s heating potential was calculated using an accurate, dynamic, deterministic, numerical model. Multiyear ambient air and soil climatic data for the city of Athens have been used as inputs to the deterministic model and the results were compared. Furthermore, a neural network approach was used for estimating the thermal performance of the system in heating for the city of Athens. Moreover, the influence of several climatic parameters used as inputs to the neural model such as the ambient air temperature, the ground temperature and the relative humidity is investigated and analysed.

Suggested Citation

  • Mihalakakou, G, 2003. "On the heating potential of a single buried pipe using deterministic and intelligent techniques," Renewable Energy, Elsevier, vol. 28(6), pages 917-927.
    • Handle: RePEc:eee:renene:v:28:y:2003:i:6:p:917-927
    DOI: 10.1016/S0960-1481(02)00183-0
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    Cited by:

    1. Yue, Yingjun & Yan, Zengfeng & Ni, Pingan & Lei, Fuming & Yao, Shanshan, 2024. "Machine learning-based multi-performance prediction and analysis of Earth-Air Heat Exchanger," Renewable Energy, Elsevier, vol. 227(C).
    2. Soni, Suresh Kumar & Pandey, Mukesh & Bartaria, Vishvendra Nath, 2015. "Ground coupled heat exchangers: A review and applications," Renewable and Sustainable Energy Reviews, Elsevier, vol. 47(C), pages 83-92.
    3. Mihalakakou, Giouli & Souliotis, Manolis & Papadaki, Maria & Halkos, George & Paravantis, John & Makridis, Sofoklis & Papaefthimiou, Spiros, 2022. "Applications of earth-to-air heat exchangers: A holistic review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 155(C).
    4. Lebbihiat, Nacer & Atia, Abdelmalek & Arıcı, Müslüm & Meneceur, Noureddine & Hadjadj, Abdessamia & Chetioui, Youcef, 2022. "Thermal performance analysis of helical ground-air heat exchanger under hot climate: In situ measurement and numerical simulation," Energy, Elsevier, vol. 254(PC).
    5. Bansal, Vikas & Misra, Rohit & Agarwal, Ghanshyam Das & Mathur, Jyotirmay, 2013. "Transient effect of soil thermal conductivity and duration of operation on performance of Earth Air Tunnel Heat Exchanger," Applied Energy, Elsevier, vol. 103(C), pages 1-11.
    6. Hasan, Mushtaq I. & Jabbar, Eman Kareem, 2021. "Fabricating and testing of the ground coupled air conditioner for residential applications in Iraqi weather," Energy, Elsevier, vol. 216(C).
    7. Lekhal, Mohammed Cherif & Benzaama, Mohammed-Hichem & Kindinis, Andrea & Mokhtari, Abderahmane-Mejedoub & Belarbi, Rafik, 2021. "Effect of geo-climatic conditions and pipe material on heating performance of earth-air heat exchangers," Renewable Energy, Elsevier, vol. 163(C), pages 22-40.
    8. Lin, Yaolin & Feng, Haoming & Yang, Wei & Hao, Xiaoli & Tian, Lin & Yuan, Xingping, 2022. "Thermal performance optimization of a semi-nested building coupled with an earth-to-air heat exchanger using iterative Taguchi method," Renewable Energy, Elsevier, vol. 195(C), pages 1275-1290.

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