Marco Cozzini

Dr. Marco Cozzini


Research Focus & Metrics

Academic Career Length

11Years (2016-Present)

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

Representative Publications

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12 January 2021 in Energies
Verified
Journal Article
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SCSelva Calixto
Selva Calixto
MCMarco Cozzini
Marco Cozzini
Giampaolo ManzoliniGiampaolo Manzolini
Giampaolo Manzolini
This paper deals with the modelling of an existing neutral-temperature district heating network, meaning that the distribution temperature is close to the ambient temperature, with decentralised heat pumps. The considered case is located in Ospitaletto, Italy. Heat sources are given by industrial waste heat at about 25 °C and aquifer wells at about 15 °C. Two models are used to analyse the network: a detailed model able to calculate local values of operating parameters and an approximate model focused on energy balances aggregating all users with a lumped demand. Both models include the behaviour of heat pumps, a feature not available in other district heating modelling tools. An entire year of operation is considered, with an hourly time resolution. Load profiles are provided as inputs, while the main outputs consist of energy balances and primary energy consumptions. The corresponding results are compared, showing a reasonable agreement, where the approximate model underestimates the overall electricity consumptions by about 15% with respect to the detailed model. On the other hand, the different information levels and execution times (the detailed model requires about 30 min to solve the considered network for a full year with hourly time steps, while the approximate model is almost immediate) make the two models suitable for different purposes, like the simulation of control solutions for the detailed one and scenario analysis for the other.

5 April 2024 in Applied Thermal Engineering
Verified
Journal Article
Open access
AJA.M. Jodeiri
A.M. Jodeiri
ASA. Soppelsa
A. Soppelsa
FTFrancesco Turrin
Francesco Turrin
MPMauro Pipiciello
Mauro Pipiciello
MCMarco Cozzini
Marco Cozzini
RFR. Fedrizzi
R. Fedrizzi

28 August 2018 in Proceedings
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Conference Paper
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TLTatiana Loureiro
Tatiana Loureiro
MRMiika Rama
Miika Rama
RSRaymond Sterling
Raymond Sterling
MCMarco Cozzini
Marco Cozzini
MVMeritxell Vinyals
Meritxell Vinyals
PGPhilipp Geyer
Philipp Geyer
Workshop organized by INDIGO project as a collaborative activity among EU funded projects in the area of District Heating and Cooling. The objective of the workshop was twofold: (1) to create a cluster of European funded projects working in the area of District Energy Systems; and (2) to create a networking opportunity in which to share experiences on the results and difficulties of the researches, and to identify synergies.

16 September 2025 in Energies
Verified
Journal Article
Open access
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DRDmitry Romanov
Dmitry Romanov
IBIngela Becker-Grupe
Ingela Becker-Grupe
AJAmir M. Jodeiri
Amir M. Jodeiri
MCMarco Cozzini
Marco Cozzini
SHStefan Holler
Stefan Holler
Compared to shallow geothermal systems, coaxial medium-deep and deep borehole heat exchangers (MDBHE and DBHE) offer higher temperatures and heat extraction rates while requiring less surface area, making them attractive options for sustainable heat supply in combination with ground-source heat pumps (GSHP). However, existing simulation tools for such systems are often limited in computational efficiency or open-source availability. To address this gap, we propose a rapid modeling approach using the open-source Python package “pygfunction” (v2.3.0). Its workflow was adjusted to accept the fluid inlet temperature as input. The effective undisturbed ground temperature and ground thermophysical properties were weight-averaged considering stratified ground layers. Validation of the approach was conducted by comparing simulation results with 12 references, including established models and experimental data. The proposed method enables fast estimation of fluid temperatures and heat extraction rates for single boreholes and small-scale bore fields in both homogeneous and heterogeneous geological conditions at depths of 700–3000 m, thus supporting rapid assessments of the coefficient of performance (COP) of GSHP. The approach systematically underestimates fluid outlet temperatures by up to 2–3 °C, resulting in a maximum underestimation of COP of 4%. Under significant groundwater flow or extreme geothermal gradients, these errors may increase to 4 °C and 6%, respectively. Based on the available data, these discrepancies may result in errors in GSHP electric power estimation of approximately ±10%. The method offers practical value for GSHP performance evaluation, geothermal potential mapping, and district heating network planning, supporting geologists, engineers, planners, and decision-makers.

30 April 2024 in Energies
Verified
Journal Article
Open access
PDF file
SCSelva Calixto
Selva Calixto
MCMarco Cozzini
Marco Cozzini
RFRoberto Fedrizzi
Roberto Fedrizzi
Giampaolo ManzoliniGiampaolo Manzolini
Giampaolo Manzolini
Neutral-temperature district heating and cooling (NT-DHC) is a recent concept in the district heating sector. The current literature does not directly address the ability to create comprehensive master plans for NT-DHC systems and reliably model their performance. This research presents a new approach for the evaluation and planning of NT-DHC systems. The methodology involves the use of a knapsack optimization algorithm to perform a comprehensive analysis of the conditions that make the NT-DHC solution competitive against individual heating and cooling technologies. The algorithm determines the optimal combination of potential extensions that maximizes overall economic value. The results of a case study, which was conducted in Italy, show that NT-DHC is more suitable in dense urban areas, while air-to-water heat pumps are better suited for low heat density zones. This methodology aims to reduce the risks associated with energy demand and provide more certainty about which areas a network can expand into to be competitive. It is targeted at energy planners, utilities experts, energy engineers, and district heating experts who require assistance and guidance in the planning and early stages of designing a NT-DHC system. This method might enable pre-feasibility studies and preliminary design to determine the opportunities and limitations of a system of this kind from an economic and technological perspective.

31 May 2016 in Renewable Energy and Environmental Sustainability
Verified
Journal Article
Open access
PDF file
MCMarco Cozzini
Marco Cozzini
RFRoberto Fedrizzi
Roberto Fedrizzi
MPMauro Pipiciello
Mauro Pipiciello
RSRobert Söll
Robert Söll
IHIlyes Ben Hassine
Ilyes Ben Hassine
DPDirk Pietruschka
Dirk Pietruschka
The article reports the performance data of a flat plate collector field installed in Austria and supplying process heat to a meat factory, up to a temperature of about 95 °C. The presented data span an entire year, thereby including seasonal effects and allowing for a full characterization of the system performances. Sensor uncertainty is also discussed in detail. Finally, a bin method analysis of the field efficiency is provided. To this purpose, different operating conditions are concisely represented by the so-called reduced temperature, typically used in solar collector applications.