Simulation-driven design and optimisation of fifth-generation district heating and cooling networks integrated into renewable-based collaborative energy initiatives
• Novel design can simultaneously enhance dew-point efficiency and cooling capacity. • A quantitative study is conducted on the distribution of along-channel parameters. • Customized perforation can realize the reallocation of thermal and mass parameters. • A new dimensionless near-saturation evaluation index is introduced. • The regulation mechanisms of single and multi-parameter are revealed. Fifth-generation district heating and cooling (5GDHC) systems offer a key solution to accelerate the electrification of thermal demands in urban areas, promoting renewable integration and energy sharing. This study addresses the need for energy-flexible network designs that enhance efficiency by increasing thermal inertia and operational adaptability. Different layouts of 5GDHC systems are proposed and optimised, including a single-network design with water tank to increase network thermal inertia, and a single-network design with a water tank integrating solar technologies combined with power-to-heat/cool strategies. A dynamic simulation of a mixed-use district in Sorrento (Italy) including data centre waste heat recovery is carried out, supported by surrogate modelling to ensure scalability. Compared to a conventional two-network baseline systems (electricity consumption of 19.9 MWh for heating demands, and 95.7 MWh for cooling demands), a single-network design achieves global electricity savings of 20 %, increased up to 45 % when solar technologies are integrated. Power-to-heat/cool strategies boost solar self-consumption from 40 % to 84 %. The developed simulation tool is exploited to provide a surrogate model that maintains a 9 % deviation from detailed simulations. Using this surrogate modelling, the performance of the single-network design is assessed across various European climates (Almeria, Turin, and Freiburg) and district configurations, demonstrating optimal electricity savings of ∼22 %. These results demonstrate the viability and scalability of 5GDHC optimisation strategies, whereas this work introduces novel methods for their design and evaluation, supporting real-world implementation in diverse urban settings.
Authors
- Annamaria Buonomano (ORCID: https://orcid.org/0000-0002-8254-580X)
- Cesare Forzano (ORCID: https://orcid.org/0000-0002-5151-7224)
- G. Russo (ORCID: https://orcid.org/0000-0001-5069-0693)
- Giovanni Francesco Giuzio (ORCID: https://orcid.org/0000-0002-0404-1577)
- Adolfo Palombo (ORCID: https://orcid.org/0000-0003-2469-0897)
- Giuseppe Langella (ORCID: https://orcid.org/0000-0002-6747-0598)
- Robert Maka (ORCID: https://orcid.org/0000-0003-0094-0580)
Institutions
- University of Naples Federico II (IT)
Publication Details
- Journal
- Energy Conversion and Management
- Published
- 2025-07-24
- DOI
- https://doi.org/10.1016/j.enconman.2025.120232
- Citations
- 2
- Primary Topic
- Integrated Energy Systems Optimization
- Type
- article
- Field-Weighted Citation Impact
- 1.46
Funders
- European Commission
- Ministero dell'Università e della Ricerca