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Thermal-hydraulic modelling of a flexible substation layout for low-temperature waste heat recovery into district heating

Author

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  • Anania, D.
  • Russo, G.
  • Palombo, A.
  • Orizio, F.
  • Fedrizzi, R.
  • Cozzini, M.

Abstract

This study investigates a thermal substation designed for low-temperature waste heat recovery in district heating networks, where the served user has both heating and cooling demands. The proposed bidirectional substation, equipped with heat pumps and thermal storage units, enables the recovery of excess waste heat in the district heating network and compensates local heating needs when waste heat availability is insufficient. A flexible and detailed TRNSYS-based model is developed to simulate various hydraulic configurations of the substation, tailored for both low- and high-temperature district heating networks, ensuring adaptability to different temperature requirements in diverse applications. The model is applied to a demonstration site in Ospitaletto, Italy, where waste heat is recovered from a steel mill and used to replace gas boilers for space heating and hot water in the factory's canteen and showers. The model's accuracy is validated through a comparison with monitored data, ensuring reliable performance predictions. Performance estimation error is under 5%, demonstrating the model's high reliability. The simulation results show that the system can achieve up to 75% reduction in non-renewable primary energy consumption and carbon emissions, while also allowing the recovery of about 90% of unused waste heat for supply to other connected users.

Suggested Citation

  • Anania, D. & Russo, G. & Palombo, A. & Orizio, F. & Fedrizzi, R. & Cozzini, M., 2025. "Thermal-hydraulic modelling of a flexible substation layout for low-temperature waste heat recovery into district heating," Energy, Elsevier, vol. 328(C).
  • Handle: RePEc:eee:energy:v:328:y:2025:i:c:s0360544225020286
    DOI: 10.1016/j.energy.2025.136386
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    References listed on IDEAS

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    1. Kauko, Hanne & Kvalsvik, Karoline Husevåg & Rohde, Daniel & Nord, Natasa & Utne, Åmund, 2018. "Dynamic modeling of local district heating grids with prosumers: A case study for Norway," Energy, Elsevier, vol. 151(C), pages 261-271.
    2. Fang, Hao & Xia, Jianjun & Jiang, Yi, 2015. "Key issues and solutions in a district heating system using low-grade industrial waste heat," Energy, Elsevier, vol. 86(C), pages 589-602.
    3. Alessandro Casasso & Pietro Capodaglio & Fulvio Simonetto & Rajandrea Sethi, 2019. "Environmental and Economic Benefits from the Phase-out of Residential Oil Heating: A Study from the Aosta Valley Region (Italy)," Sustainability, MDPI, vol. 11(13), pages 1-16, July.
    4. Paolo Sdringola & Mattia Ricci & Maria Alessandra Ancona & Federico Gianaroli & Cristina Capodaglio & Francesco Melino, 2023. "Modelling a Prototype of Bidirectional Substation for District Heating with Thermal Prosumers," Sustainability, MDPI, vol. 15(6), pages 1-21, March.
    5. Li, Haoran & Hou, Juan & Hong, Tianzhen & Nord, Natasa, 2022. "Distinguish between the economic optimal and lowest distribution temperatures for heat-prosumer-based district heating systems with short-term thermal energy storage," Energy, Elsevier, vol. 248(C).
    6. Khosravi, A. & Laukkanen, T. & Vuorinen, V. & Syri, S., 2021. "Waste heat recovery from a data centre and 5G smart poles for low-temperature district heating network," Energy, Elsevier, vol. 218(C).
    7. Li, Yemao & Xia, Jianjun & Fang, Hao & Su, Yingbo & Jiang, Yi, 2016. "Case study on industrial surplus heat of steel plants for district heating in Northern China," Energy, Elsevier, vol. 102(C), pages 397-405.
    8. Lund, Rasmus & Persson, Urban, 2016. "Mapping of potential heat sources for heat pumps for district heating in Denmark," Energy, Elsevier, vol. 110(C), pages 129-138.
    9. Abugabbara, Marwan & Javed, Saqib & Johansson, Dennis, 2022. "A simulation model for the design and analysis of district systems with simultaneous heating and cooling demands," Energy, Elsevier, vol. 261(PA).
    10. Wahlroos, Mikko & Pärssinen, Matti & Manner, Jukka & Syri, Sanna, 2017. "Utilizing data center waste heat in district heating – Impacts on energy efficiency and prospects for low-temperature district heating networks," Energy, Elsevier, vol. 140(P1), pages 1228-1238.
    11. Brange, Lisa & Englund, Jessica & Lauenburg, Patrick, 2016. "Prosumers in district heating networks – A Swedish case study," Applied Energy, Elsevier, vol. 164(C), pages 492-500.
    12. Selva Calixto & Marco Cozzini & Giampaolo Manzolini, 2021. "Modelling of an Existing Neutral Temperature District Heating Network: Detailed and Approximate Approaches," Energies, MDPI, vol. 14(2), pages 1-16, January.
    13. Huang, Pei & Copertaro, Benedetta & Zhang, Xingxing & Shen, Jingchun & Löfgren, Isabelle & Rönnelid, Mats & Fahlen, Jan & Andersson, Dan & Svanfeldt, Mikael, 2020. "A review of data centers as prosumers in district energy systems: Renewable energy integration and waste heat reuse for district heating," Applied Energy, Elsevier, vol. 258(C).
    14. Licklederer, Thomas & Hamacher, Thomas & Kramer, Michael & Perić, Vedran S., 2021. "Thermohydraulic model of Smart Thermal Grids with bidirectional power flow between prosumers," Energy, Elsevier, vol. 230(C).
    15. Xu, Z.Y. & Wang, R.Z. & Yang, Chun, 2019. "Perspectives for low-temperature waste heat recovery," Energy, Elsevier, vol. 176(C), pages 1037-1043.
    16. Fang, Hao & Xia, Jianjun & Zhu, Kan & Su, Yingbo & Jiang, Yi, 2013. "Industrial waste heat utilization for low temperature district heating," Energy Policy, Elsevier, vol. 62(C), pages 236-246.
    17. Lund, Henrik & Østergaard, Poul Alberg & Connolly, David & Mathiesen, Brian Vad, 2017. "Smart energy and smart energy systems," Energy, Elsevier, vol. 137(C), pages 556-565.
    18. Revesz, Akos & Jones, Phil & Dunham, Chris & Davies, Gareth & Marques, Catarina & Matabuena, Rodrigo & Scott, Jim & Maidment, Graeme, 2020. "Developing novel 5th generation district energy networks," Energy, Elsevier, vol. 201(C).
    19. Lund, Henrik & Werner, Sven & Wiltshire, Robin & Svendsen, Svend & Thorsen, Jan Eric & Hvelplund, Frede & Mathiesen, Brian Vad, 2014. "4th Generation District Heating (4GDH)," Energy, Elsevier, vol. 68(C), pages 1-11.
    20. Buonomano, A. & Forzano, C. & Mongibello, L. & Palombo, A. & Russo, G., 2024. "Optimising low-temperature district heating networks: A simulation-based approach with experimental verification," Energy, Elsevier, vol. 304(C).
    21. Wirtz, Marco & Neumaier, Lisa & Remmen, Peter & Müller, Dirk, 2021. "Temperature control in 5th generation district heating and cooling networks: An MILP-based operation optimization," Applied Energy, Elsevier, vol. 288(C).
    22. Nord, Natasa & Shakerin, Mohammad & Tereshchenko, Tymofii & Verda, Vittorio & Borchiellini, Romano, 2021. "Data informed physical models for district heating grids with distributed heat sources to understand thermal and hydraulic aspects," Energy, Elsevier, vol. 222(C).
    23. Dino, Giuseppe Edoardo & Catrini, Pietro & Buscemi, Alessandro & Piacentino, Antonio & Palomba, Valeria & Frazzica, Andrea, 2023. "Modeling of a bidirectional substation in a district heating network: Validation, dynamic analysis, and application to a solar prosumer," Energy, Elsevier, vol. 284(C).
    24. Licklederer, Thomas & Zinsmeister, Daniel & Lukas, Lorenz & Speer, Fabian & Hamacher, Thomas & Perić, Vedran S., 2024. "Control of bidirectional prosumer substations in smart thermal grids: A weighted proportional-integral control approach," Applied Energy, Elsevier, vol. 354(PA).
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