The design and management of thermoforming systems based on radiation heat transfer require the development of a mathematical model that can be used at all stages of the system's life cycle. For this reason, in this paper, we present a digital twin based on a hybrid ElectroThermal model that can integrate mathematical equations and data acquired in the field. The model's validity is verified with experiments performed on a test bench. The presented model is modular and can be easily used to represent new configurations of the heating elements for simulation and design. Thanks to the low computational complexity of the proposed Digital Twin, it enables the development of advanced control strategies and the analysis and optimization of the main geometric parameters of the system. In addition, it can support the identification of the best configuration and choice of measurement points.

An ElectroThermal Digital Twin for Design and Management of Radiation Heating in Industrial Processes

Spateri E.;Ruiz Fredy orlando;Gruosso G.
2023-01-01

Abstract

The design and management of thermoforming systems based on radiation heat transfer require the development of a mathematical model that can be used at all stages of the system's life cycle. For this reason, in this paper, we present a digital twin based on a hybrid ElectroThermal model that can integrate mathematical equations and data acquired in the field. The model's validity is verified with experiments performed on a test bench. The presented model is modular and can be easily used to represent new configurations of the heating elements for simulation and design. Thanks to the low computational complexity of the proposed Digital Twin, it enables the development of advanced control strategies and the analysis and optimization of the main geometric parameters of the system. In addition, it can support the identification of the best configuration and choice of measurement points.
2023
Digital twins
Digital twins
electrothermal
Heating systems
heating systems
mathematical model
Mathematical models
Numerical models
simulation
Temperature measurement
Temperature sensors
Thermoforming
thermoforming
File in questo prodotto:
File Dimensione Formato  
An_ElectroThermal_Digital_Twin_for_Design_and_Management_of_Radiation_Heating_in_Industrial_Processes.pdf

Accesso riservato

: Publisher’s version
Dimensione 4.28 MB
Formato Adobe PDF
4.28 MB Adobe PDF   Visualizza/Apri
_Spateri__IasThermoforming (9).pdf

accesso aperto

Descrizione: file post referee
: Post-Print (DRAFT o Author’s Accepted Manuscript-AAM)
Dimensione 5.92 MB
Formato Adobe PDF
5.92 MB Adobe PDF Visualizza/Apri

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11311/1253300
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 4
  • ???jsp.display-item.citation.isi??? 0
social impact