Luca Socci

Dr. Luca Socci

Industrial Engineering - Thermo Group, University of Florence, Florence, Tuscany, Italy
orcid
Researcher (Italian Regulation: RTD A - IIND 07/A)

Research Focus & Metrics

Academic Career Length

6Years (2021-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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25 March 2024 in Energies
Verified
Journal Article
Open access
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AZAndrea Zini
Andrea Zini
Luca SocciLuca Socci
Luca Socci
GVGuglielmo Vaccaro
Guglielmo Vaccaro
Andrea RocchettiAndrea Rocchetti
Andrea Rocchetti
Lorenzo TalluriLorenzo Talluri
Lorenzo Talluri
Heat pumps have the potential for several applications across various industrial sectors, showcasing significant promise, especially in sectors such as pulp and paper, food and beverage, chemical, non-metallic minerals, and machinery. Envisioning the near future, there is confidence that heat pumps can achieve temperatures above 200 °C, offering substantial potential for utilization in these sectors. Nevertheless, a crucial aspect for the advancement of high-temperature heat pumps is the selection of the fluid. Fluid selection involves considerations of both thermodynamic efficiency and environmental impact, requiring fluids with zero ODP, negligible GWP, and no PFAS. Moreover, it is essential to consider the risks to human health associated with a specific fluid. Despite extensive research, particularly in the realm of vapour compression heat pumps, choosing the most suitable working fluid for these applications is a complex undertaking. Therefore, this paper conducts a theoretical analysis to evaluate potential fluids with suitable thermodynamic properties for high-temperature heat pumps (HTHPs). The comparative results gleaned from this study provide valuable insights for the comprehensive analysis of fluids, showing promise within temperature ranges dictated by specific applications. The metrics employed in the comparison emphasise the merits of fluids in terms of the overall performance, dimensions, and operating ranges of applicable compressor, heat exchange capacity, transport properties, and safety. One noteworthy finding from the analysis is that maintaining a constant HTHP lift (at 40 K) results in having the highest COP across all fluids when the condensing temperature ranges between 85% and 90% of their respective critical temperatures. According to the results of the analysis, natural fluids, including water and alcohols like ethanol or methanol, emerge as particularly compelling candidates.

3 November 2024 in International Journal of Hydrogen Energy
Verified
Journal Article
Open access
LCLorenzo Ciappi
Lorenzo Ciappi
Luca SocciLuca Socci
Luca Socci
MCMattia Calabrese
Mattia Calabrese
CFChiara Di Francesco
Chiara Di Francesco
FSFederica Savelli
Federica Savelli
Daniele FiaschiDaniele Fiaschi
Daniele Fiaschi


25 November 2022 in Energies
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Journal Article
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Andrea RocchettiAndrea Rocchetti
Andrea Rocchetti
MLMartina Lippi
Martina Lippi
Luca SocciLuca Socci
Luca Socci
Paride GulloParide Gullo
Paride Gullo
VKVahid Khorshidi
Vahid Khorshidi
Lorenzo TalluriLorenzo Talluri
Lorenzo Talluri
In this paper, the use of Metal-Organic Framework (MOF) materials as an option for the energy efficiency enhancement of HVAC systems is investigated. In particular, the possibility of using MOFs as dehumidifying materials to reduce the latent load associated with the moisture content of the airflows is studied. A literature review is proposed, highlighting the benefits of using MOFs instead of other adsorbents (e.g., silica-gel) and discussing the unique features (high water uptake capacity and low regeneration temperatures) that make MOFs a preferential desiccant. The possibility to finely tune these properties is also underlined, reporting some explicative examples. A theoretical proposal of a psychrometric transformation, to be performed in a HVAC system equipped with a MOF-Assisted Dehumidifier (MAD), is presented. This transformation is compared with a traditional one (cooling and dehumidification operated by a cooling coil with low temperatures of the coolant). The preliminary numerical simulations, conducted on a reference case study in Florence, Italy, show an estimated energy saving of 30–50%, leading us to consider the use of this technology as a very competitive one in the air-conditioning sector.

3 February 2026 in Energies
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Journal Article
Open access
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AVAntonio Verzino
Antonio Verzino
Lorenzo TalluriLorenzo Talluri
Lorenzo Talluri
Andrea RocchettiAndrea Rocchetti
Andrea Rocchetti
Luca SocciLuca Socci
Luca Socci
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.