The cold chain plays a crucial role in preserving and transporting perishable food, ensuring quality and safety for consumers [1]. By optimising processes within the cold chain, we can not only reduce food waste but also promote sustainable resource management. In this context, superchilling has emerged as a promising strategy to extend the shelf life of fresh meat by 2-4 times compared to conventional refrigeration, while avoiding some of the disadvantages of freezing, such as quality degradation and higher energy consumption [2]. Despite its potential, the lack of fast and non-destructive tools for real-time monitoring of ice crystallisation during superchilling remains a significant challenge for both research and industrial applications [3]. Furthermore, understanding the penetration of NIR radiation into meat under different crystallisation conditions is crucial to optimise its application in food processes [4]. This study has two main objectives: 1) to monitor ice crystallization in real-time during superchilling and 2) to investigate the penetration depth of NIR radiation into pork loin samples treated under different thermal conditions. For the superchilling study, six pork loin cubes (3 × 3 × 3 cm) were exposed to airflow at -18°C and 1.3 m/s. The process was monitored using a MicroNIR spectrometer (Viavi Solutions, USA) and a temperature sensor (Elitech GSP-6, UK), with data recorded every 2 minutes. For the radiation penetration study, duplicate samples of three different sizes (3 × 3 × 3 cm, 2 × 2 × 2 cm, and 1 × 1 × 1 cm) were analyzed sequentially under three different thermal conditions: refrigerated, superchilled, and frozen. Principal Component Analysis (PCA) conducted on the NIR spectra, collected during superchilling process, showed a distribution pattern consistent with the theoretical freezing curve, supported by loadings revealing the influence of water’s physical state. Multivariate control charts, based on PCA scores, were calibrated considering four freezing tests, and subsequently validated with two independent tests. The initial and final point of the transition phase were determined by ∆PC1 between two consecutives sampling. Regarding the penetration study, the results showed different depths of NIR penetration, indicating the influence of thermal history on the interaction between NIR radiation and the flesh matrix. These findings demonstrate the potential of NIR spectroscopy not only for optimizing the superchilling process but also for providing valuable insights into the interaction between radiation and food matrices. The results lay the foundation for more efficient, precise, and sustainable industrial protocols for food transformation and preservation.

Beyond freezing: NIR insights into meat superchilling and radiation penetration / I. Locatelli, S. Grassi - In: NIR 2025 - Light through centuries[s.l] : Società Italiana di Spettroscopia NIR, 2025 Jun. - pp. 283-283 (( 22. International Conference on Near Infrared Spectroscopy : June, 8 – 12 Roma 2025.

Beyond freezing: NIR insights into meat superchilling and radiation penetration

I. Locatelli
Primo
;
S. Grassi
Ultimo
2025

Abstract

The cold chain plays a crucial role in preserving and transporting perishable food, ensuring quality and safety for consumers [1]. By optimising processes within the cold chain, we can not only reduce food waste but also promote sustainable resource management. In this context, superchilling has emerged as a promising strategy to extend the shelf life of fresh meat by 2-4 times compared to conventional refrigeration, while avoiding some of the disadvantages of freezing, such as quality degradation and higher energy consumption [2]. Despite its potential, the lack of fast and non-destructive tools for real-time monitoring of ice crystallisation during superchilling remains a significant challenge for both research and industrial applications [3]. Furthermore, understanding the penetration of NIR radiation into meat under different crystallisation conditions is crucial to optimise its application in food processes [4]. This study has two main objectives: 1) to monitor ice crystallization in real-time during superchilling and 2) to investigate the penetration depth of NIR radiation into pork loin samples treated under different thermal conditions. For the superchilling study, six pork loin cubes (3 × 3 × 3 cm) were exposed to airflow at -18°C and 1.3 m/s. The process was monitored using a MicroNIR spectrometer (Viavi Solutions, USA) and a temperature sensor (Elitech GSP-6, UK), with data recorded every 2 minutes. For the radiation penetration study, duplicate samples of three different sizes (3 × 3 × 3 cm, 2 × 2 × 2 cm, and 1 × 1 × 1 cm) were analyzed sequentially under three different thermal conditions: refrigerated, superchilled, and frozen. Principal Component Analysis (PCA) conducted on the NIR spectra, collected during superchilling process, showed a distribution pattern consistent with the theoretical freezing curve, supported by loadings revealing the influence of water’s physical state. Multivariate control charts, based on PCA scores, were calibrated considering four freezing tests, and subsequently validated with two independent tests. The initial and final point of the transition phase were determined by ∆PC1 between two consecutives sampling. Regarding the penetration study, the results showed different depths of NIR penetration, indicating the influence of thermal history on the interaction between NIR radiation and the flesh matrix. These findings demonstrate the potential of NIR spectroscopy not only for optimizing the superchilling process but also for providing valuable insights into the interaction between radiation and food matrices. The results lay the foundation for more efficient, precise, and sustainable industrial protocols for food transformation and preservation.
ice crystallization dynamics; ray penetration depth; data analysis;
Settore AGRI-07/A - Scienze e tecnologie alimentari
giu-2025
Società Italiana di Spettroscopia (SIS - NIR)
https://nir2025.sisnir.org/wp-content/uploads/2025/05/ABSTRACT-BOOK.pdf
Book Part (author)
File in questo prodotto:
File Dimensione Formato  
ABSTRACT-BOOK(2)(1).pdf

accesso riservato

Tipologia: Publisher's version/PDF
Licenza: Nessuna licenza
Dimensione 261.24 kB
Formato Adobe PDF
261.24 kB Adobe PDF   Visualizza/Apri   Richiedi una copia
Abstract+-+poster+superchilling+carne.pdf

accesso aperto

Tipologia: Post-print, accepted manuscript ecc. (versione accettata dall'editore)
Licenza: Creative commons
Dimensione 118.78 kB
Formato Adobe PDF
118.78 kB Adobe PDF Visualizza/Apri
Pubblicazioni consigliate

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/2434/1222843
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus ND
  • ???jsp.display-item.citation.isi??? ND
  • OpenAlex ND
social impact