Luca Socci
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Research Subjects
Luca Socci has a total of 38 co-authors. Here are the top co-authors by number of shared publications:
- Andrea Rocchetti
Thermodynamics and Heat Transfer Research Group, Department of Industrial Engineering, University of Florence, 50139 Firenze, Italy
15 shared publications - Lorenzo Talluri
University of Florence
7 shared publications - Antonio Verzino
Thermodynamics and Heat Transfer Research Group, c/o Department of Industrial Engineering, University of Florence, 50139 Firenze, Italy
3 shared publications Giampaolo Manfrida
3 shared publicationsAlberto Rey-Hernandez
2 shared publicationsAndrea Rocchetti
University of Florence - Department of Industrial Engineering
2 shared publications
Latest Publications
- Open Access
- 12 June 2026
- Published by MDPI AG in Sustainability
- Vol. 18 (12) , 6061
Data Centre Waste Heat for Building Heating: A Comparative Energy Analysis in Italy
The decarbonisation of the building sector represents a key challenge for the European energy transition, particularly in the heating segment, which is still largely dependent on fossil fuels. In this context, data centres (DCs) offer a promising opportunity as local sources of recoverable waste heat. This study investigates the use of data centre waste heat for building heating through a comparative annual energy analysis applied to two building typologies in a Mediterranean climate (Italy): a residential building and a school. Three scenarios are considered: non-integrated scenario S0 (data centre with its own cooling system and buildings with gas-fired boilers), non-integrated scenario S1 (data centre with its own cooling system and buildings with air-to-water heat pumps), and integrated scenario S2 (data centre cooling system coupled with the buildings through waste heat recovery and heat pump technology). A theoretical 300 kW data centre was considered as the waste heat source. The integrated scenario significantly improves system performance. In the residential case, the seasonal COP increases from 2.15 to 4.50, reducing electricity consumption from 289.5 MWh to 128.9 MWh. In the school case, the COP increases from 2.51 to 8.00, with electricity consumption decreasing from 161.3 MWh to 49.1 MWh. These improvements lead to reductions in non-renewable primary energy demand of up to 63% and 79% for the residential and school buildings, respectively, compared to the baseline scenario. The results demonstrate that data centres can act as decentralised thermal sources, supporting the transition towards low-carbon and Nearly Zero-Energy Buildings.
- 12 June 2026
- Published by MDPI AG in Sustainability
- Vol. 18 (12) , 6061
Open AccessData Centre Waste Heat for Building Heating: A Comparative Energy Analysis in Italy
The decarbonisation of the building sector represents a key challenge for the European energy transition, particularly in the heating segment, which is still largely dependent on fossil fuels. In this context, data centres (DCs) offer a promising opportunity as local sources of recoverable waste heat. This study investigates the use of data centre waste heat for building heating through a comparative annual energy analysis applied to two building typologies in a Mediterranean climate (Italy): a residential building and a school. Three scenarios are considered: non-integrated scenario S0 (data centre with its own cooling system and buildings with gas-fired boilers), non-integrated scenario S1 (data centre with its own cooling system and buildings with air-to-water heat pumps), and integrated scenario S2 (data centre cooling system coupled with the buildings through waste heat recovery and heat pump technology). A theoretical 300 kW data centre was considered as the waste heat source. The integrated scenario significantly improves system performance. In the residential case, the seasonal COP increases from 2.15 to 4.50, reducing electricity consumption from 289.5 MWh to 128.9 MWh. In the school case, the COP increases from 2.51 to 8.00, with electricity consumption decreasing from 161.3 MWh to 49.1 MWh. These improvements lead to reductions in non-renewable primary energy demand of up to 63% and 79% for the residential and school buildings, respectively, compared to the baseline scenario. The results demonstrate that data centres can act as decentralised thermal sources, supporting the transition towards low-carbon and Nearly Zero-Energy Buildings.
- Open Access
Smart Reuse of Waste Heat from Data Centres: Energy and Exergy Analysis for a District-Heating Network in Bulgaria
The rapid growth of data centres is driving higher electricity consumption and continuous generation of low-grade waste heat. Integrating this heat into district-heating networks offers a smart strategy for thermal management in urban areas. In this context, this study presents an energy and exergy analysis of an integrated system comprising a data centre, vapour-compression heat pumps, thermochemical energy storage, and a third-generation district-heating network in Varna (Bulgaria). The proposed system relies on data-centre waste-heat recovery via vapour-compression heat pumps and thermochemical energy storage, enabling seasonal decoupling between heat availability and demand. Despite the relatively small size of the data centre (500 kW) compared to the district-heating system (average thermal demand of 9.3 MW), recovered waste heat can supply up to 3.0% of the annual heat demand and over 20% of the instantaneous load. The integrated configuration consistently improves overall exergy efficiency, confirming its thermodynamic advantage. These findings show that data centres can act as reliable thermal assets for existing district-heating networks, with heat pumps and thermal energy storage emerging as key enablers for district-heating decarbonisation.
Open AccessSmart Reuse of Waste Heat from Data Centres: Energy and Exergy Analysis for a District-Heating Network in Bulgaria
The rapid growth of data centres is driving higher electricity consumption and continuous generation of low-grade waste heat. Integrating this heat into district-heating networks offers a smart strategy for thermal management in urban areas. In this context, this study presents an energy and exergy analysis of an integrated system comprising a data centre, vapour-compression heat pumps, thermochemical energy storage, and a third-generation district-heating network in Varna (Bulgaria). The proposed system relies on data-centre waste-heat recovery via vapour-compression heat pumps and thermochemical energy storage, enabling seasonal decoupling between heat availability and demand. Despite the relatively small size of the data centre (500 kW) compared to the district-heating system (average thermal demand of 9.3 MW), recovered waste heat can supply up to 3.0% of the annual heat demand and over 20% of the instantaneous load. The integrated configuration consistently improves overall exergy efficiency, confirming its thermodynamic advantage. These findings show that data centres can act as reliable thermal assets for existing district-heating networks, with heat pumps and thermal energy storage emerging as key enablers for district-heating decarbonisation.
- 23 November 2025
- Published by Springer Nature
- p. 372-382
Use of Solid Desiccant Materials in HVAC Dehumidification: Analysis of a Case Study
- 23 November 2025
- Published by Springer Nature
- p. 372-382
Use of Solid Desiccant Materials in HVAC Dehumidification: Analysis of a Case Study
- Open Access
- 6 August 2025
- Published by Elsevier in Sustainable Energy Technologies and Assessments
- Vol. 82
Modelling of a desiccant-coated heat and mass exchanger for airflow dehumidification in HVAC systems
- 6 August 2025
- Published by Elsevier in Sustainable Energy Technologies and Assessments
- Vol. 82
Open AccessModelling of a desiccant-coated heat and mass exchanger for airflow dehumidification in HVAC systems
- Open Access
- 28 July 2025
- Published by Elsevier in Applied Energy
- Vol. 399
Literature review of R744 mixtures for heating and cooling application and future prospective for their CFD multiphase modelling
- 28 July 2025
- Published by Elsevier in Applied Energy
- Vol. 399
Open AccessLiterature review of R744 mixtures for heating and cooling application and future prospective for their CFD multiphase modelling
- Open Access
- 15 March 2025
- Published by Elsevier in Thermal Science and Engineering Progress
- Vol. 61
Study of a novel Humidification-Dehumidification Desalination system hybridised with Indirect Evaporative Cooling and Vapour Compression Refrigeration
- 15 March 2025
- Published by Elsevier in Thermal Science and Engineering Progress
- Vol. 61
Open AccessStudy of a novel Humidification-Dehumidification Desalination system hybridised with Indirect Evaporative Cooling and Vapour Compression Refrigeration
- Open Access
- 7 January 2025
- Published by Elsevier in Journal of Building Engineering
- Vol. 101
Desiccant thermally controlled dehumidification in HVAC systems: Energy and exergy analysis, evaluation of different materials
- 7 January 2025
- Published by Elsevier in Journal of Building Engineering
- Vol. 101
Open AccessDesiccant thermally controlled dehumidification in HVAC systems: Energy and exergy analysis, evaluation of different materials
- Open Access
- 14 November 2024
- Published by Elsevier in Sustainable Energy Technologies and Assessments
- Vol. 72
Ceramic Air-to-Air Recuperator for energy recovery in HVAC systems: CFD analysis and comparison with experimental tests
- 14 November 2024
- Published by Elsevier in Sustainable Energy Technologies and Assessments
- Vol. 72
Open AccessCeramic Air-to-Air Recuperator for energy recovery in HVAC systems: CFD analysis and comparison with experimental tests
- Open Access
- 3 November 2024
- Published by Elsevier in International Journal of Hydrogen Energy
- Vol. 92, 1448-1462
Exploiting the Ocean Thermal Energy Conversion (OTEC) technology for green hydrogen production and storage: Exergo-economic analysis
- 3 November 2024
- Published by Elsevier in International Journal of Hydrogen Energy
- Vol. 92, 1448-1462
Open AccessExploiting the Ocean Thermal Energy Conversion (OTEC) technology for green hydrogen production and storage: Exergo-economic analysis