Giovannini, Michael
(2025)
Control-oriented model of refrigeration units for residential and industrial applications, [Dissertation thesis], Alma Mater Studiorum Università di Bologna.
Dottorato di ricerca in
Meccanica e scienze avanzate dell'ingegneria, 37 Ciclo.
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Abstract
The Vapour Compression System (VCS) is the leading technology in the refrigeration sector, and it is also employed for Heat Pump (HP). The dynamical modelling could play a paramount role in the optimisation of such systems, from the design phase to the development of real-time control applications as Digital Twins. In this context, this work describes in detail the realisation of a dynamical model of a VCS in Simulink®. The model is validated employing experimental data obtained with a test machine, composed of a reciprocating compressor, two brazed-plate Heat Exchangers (HEXs) in counterflow arrangement, the electronic expansion valve and some auxiliaries. The HP behaviour is investigated during different transients of compressor speed and valve opening. The test ring is analysed, and the reliability of the available measurements for the investigation of transients is assessed. The model of each component is developed and validated experimentally; a numerical verification is proposed where suitable data are not avail able. The model of the compressor, the expansion valve, the piping and the vessels are faced with a lumped parameter approach. Much effort is devoted to the HEXs model using a finite volume approach. The work proposes some measures useful to enhance its accuracy and stability and reduce its computational load. The full machine model can predict the process variables with reasonable accuracy. The refrigerant mass flow rate is calculated within 5% of the experimental data. The average pressure deviation in the two HEX settles around 20-40 kPa, corresponding to less than 1 °C in the estimation of the saturation temperature. All the temperatures of the working fluids are estimated with an absolute deviation of less than 1 °C.
Abstract
The Vapour Compression System (VCS) is the leading technology in the refrigeration sector, and it is also employed for Heat Pump (HP). The dynamical modelling could play a paramount role in the optimisation of such systems, from the design phase to the development of real-time control applications as Digital Twins. In this context, this work describes in detail the realisation of a dynamical model of a VCS in Simulink®. The model is validated employing experimental data obtained with a test machine, composed of a reciprocating compressor, two brazed-plate Heat Exchangers (HEXs) in counterflow arrangement, the electronic expansion valve and some auxiliaries. The HP behaviour is investigated during different transients of compressor speed and valve opening. The test ring is analysed, and the reliability of the available measurements for the investigation of transients is assessed. The model of each component is developed and validated experimentally; a numerical verification is proposed where suitable data are not avail able. The model of the compressor, the expansion valve, the piping and the vessels are faced with a lumped parameter approach. Much effort is devoted to the HEXs model using a finite volume approach. The work proposes some measures useful to enhance its accuracy and stability and reduce its computational load. The full machine model can predict the process variables with reasonable accuracy. The refrigerant mass flow rate is calculated within 5% of the experimental data. The average pressure deviation in the two HEX settles around 20-40 kPa, corresponding to less than 1 °C in the estimation of the saturation temperature. All the temperatures of the working fluids are estimated with an absolute deviation of less than 1 °C.
Tipologia del documento
Tesi di dottorato
Autore
Giovannini, Michael
Supervisore
Co-supervisore
Dottorato di ricerca
Ciclo
37
Coordinatore
Settore disciplinare
Settore concorsuale
Parole chiave
refrigeration, heat pump, vapour compression system, dynamical model, real-time control application, finite volume, experimental validation, numerical verification, Simulink
Data di discussione
11 Giugno 2025
URI
Altri metadati
Tipologia del documento
Tesi di dottorato
Autore
Giovannini, Michael
Supervisore
Co-supervisore
Dottorato di ricerca
Ciclo
37
Coordinatore
Settore disciplinare
Settore concorsuale
Parole chiave
refrigeration, heat pump, vapour compression system, dynamical model, real-time control application, finite volume, experimental validation, numerical verification, Simulink
Data di discussione
11 Giugno 2025
URI
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