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Experimental Investigation of Heat-generating Cheese Pallets During an International Export Cold Chain

Dihia Aguenihanai, Jean Moureh, Yasmine Salehy, Yvanne Paviet-Salomon, Evelyne Derens-Bertheau

arXiv:2609.35301v1cs.CE

TL;DR

Soft cheeses can generate heat, complicating temperature control, and pallet wrapping’s thermal effect had not been investigated. This field study monitored four pallets over a 13-day export chain, finding about a 3 °C storage-temperature difference between ventilation zones while wrapping effects remained unclear.

  • Problem

    Soft cheese heat generation complicates keeping product temperatures below regulatory limits, and the thermal impact of pallet wrapping had not been investigated.

    Source: §1 · pp. 1–2
  • Method

    The study monitored four cheese pallets over a 13-day export chain to compare ventilation conditions and wrapping configurations.

    Source: §1 · p. 2
  • Results

    Approximately 3 °C lower product temperatures were observed in the well-ventilated storage zone than in the less-ventilated zone.

    Source: §4 · p. 9
  • Takeaways & Limitations

    Keeping loading-area waiting time to approximately 12 hours maximum is recommended to preserve cooling benefits achieved during storage.

    Source: §3.1 · p. 7

    The observed temperature difference between wrapping configurations may be insufficient to evaluate wrapping’s effect under industrial conditions.

    Source: §3.2 · p. 9

Abstract

from arXiv · show

This study presents an industrial experiment conducted with a dairy partner to investigate the temperature evolution of heat-generating soft cheeses within pallets during export cold chain. In the production factory, four homogeneous pallets of soft cheese were instrumented with temperature probes placed at three levels (bottom, medium, and top). Temperature was monitored over a 13 days export cold chain from France to Northern Europe. The objective was to evaluate the influence of air ventilation and pallet wrapping film on product temperature. The results clearly highlight the effect of ventilation: pallets placed in a well-ventilated area showed temperatures approximately 3{\textdegree}C lower than those in less ventilated zones. The study also underlines the importance of maintaining good ventilation of pallets before loading them into refrigerated transport vehicles. However, the effect of wrapping film remains unclear and does not allow definitive conclusions. This field study provides practical recommendations for better conditioning of heat-generating products in the cold chain.

1. Introduction

Soft cheeses can generate heat through microbiological activity, complicating temperature control under regulatory requirements; export chains also expose pallets to varying airflow and temperatures.

  • Microbiological activity makes soft cheese heat-generating, complicating maintenance below regulatory temperature limits.Source: §1 · p. 1
  • Low air velocities combined with product heat generation can enhance natural convection and increase temperature heterogeneity within pallets.Source: §1 · pp. 1–2
  • Although wrapping stabilizes pallets in industrial practice, its thermal effect on heat-generating products had not been investigated.Source: §1 · p. 2
  • The study monitored four cheese pallets over a 13-day export chain to assess ventilation and wrapping effects and inform product conditioning.Source: §1 · p. 2

2. Materials and method

The field experiment tracked homogeneous cheese pallets at multiple levels and positions, comparing wrapping configurations and ventilation zones during a 13-day export cold chain.

2.1. Design of the studied pallets

  • Each homogeneous pallet held 1,728 soft cheeses in 18 layers of 16 boxes, with 56% box porosity and five stabilizing interlayers.Source: §2.1 · p. 2

2.2. Temperature measurements

  • Four pallets were monitored from factory to Northern Europe with two-minute logging; probes sampled product cores and adjacent air at three levels, with comparisons centered on chimney-facing boxes.Source: §2.2 · pp. 3–4

2.3. Pallet configuration and supply cold chain

  • One conventional (CL) and one less-wrapped (MF) pallet occupied each ventilation zone, enabling wrapping and airflow comparisons across a 13-day chain from precooling through transport.Source: §2.3 · pp. 5–6

3. Results and discussion

Ventilation conditions and logistical stage were associated with substantial temperature differences in the cheese pallets; the wrapping comparison varied by stage and did not isolate a clear film effect. The middle pallet level was consistently warmest.

3. Results and discussion

  • Analyses compared average product temperatures from centrally located boxes facing the chimney at the bottom, middle, and top pallet levels.Within boxes, three product measurements were generally within 1 °C during stabilized phases and were averaged for comparison.Source: §3 · p. 6

3.1. Effect of ventilation

  • Approximately 3 °C separated the average product temperatures of conventionally wrapped pallets in well- and less-ventilated zones during platform storage.CL1 was close to 3 °C and CL2 around 6 °C; Figure 4 shows the comparison.Source: Figure 4 · p. 7, §3.1 · p. 7
  • All pallets warmed to approximately 6–7 °C while waiting before loading, regardless of configuration or cooling history, rapidly losing storage cooling benefits.The authors identify improving loading-area ventilation or limiting waiting to approximately 12 hours as responses to this trend.Source: §3.1 · p. 7
  • During transport, CL2 near the vehicle doors reached up to 10 °C, while CL1 near the refrigeration unit remained below approximately 6 °C.The authors attribute the increase to refrigeration capacity insufficient to offset vehicle-wall heat gains and the cheeses’ internal heat generation.Source: §3.1 · p. 7
  • Higher air velocities and lower air temperatures in well-ventilated areas favored heat removal, while the middle pallet level was consistently warmest and most representative of pallet thermal behavior.The middle level was less exposed to the main airflow; air warming along the flow direction also contributed to higher temperatures in less-ventilated areas.Source: §3.1 · pp. 7–8

3.2. Effect of pallet wrapping

  • During platform storage, CL was cooler than MF, particularly at the middle and bottom levels, a difference associated with CL’s position closer to blown air.Slightly better airflow around and within CL pallets and lower local air temperatures contributed to the contrast; Figure 5 presents the comparison.Source: §3.2 · pp. 8–9, Figure 5 · p. 8
  • During transport, MF was cooler than CL, but reduced wrapping and MF’s vehicle position could both explain the reversal, leaving the film effect unclear.The wrapping difference was slight and may not have been sufficient to evaluate its effect under industrial conditions.Source: §3.2 · p. 9

4. Conclusions

The conclusions emphasize ventilation as the dominant influence on pallet temperature, while identifying loading and transport as critical stages. They recommend minimizing loading-area waiting and considering pallet corners instead of wrapping for mechanical stability.

4. Conclusions

  • Well-ventilated storage zones had product temperatures approximately 3 °C lower than less-ventilated zones; the study identifies ventilation as the dominant influence on product temperature.The authors report that wrapping’s effect was less pronounced.Source: §4 · p. 9
  • Waiting in the loading area should be minimized, with approximately 12 hours recommended as the maximum to preserve storage cooling benefits..Source: §4 · p. 9
  • During transport, rear pallets near the doors reached 10 °C, while front pallets in a well-ventilated area remained below approximately 6.5 °C.The authors state that refrigeration power was insufficient to offset vehicle-wall heat gains and the cheeses’ internal heat generation.Source: §4 · p. 9
  • For mechanical stability, pallet corners could be considered instead of wrapping, whose thermal effect was less pronounced in this study.The study examines ventilation and pallet configuration under real industrial air-velocity, temperature, and logistical conditions.Source: §4 · p. 9
  • The analysis indicates that successive cold-chain links are not thermally uniform, and that loading and refrigerated transport affect temperature heterogeneity and drift.The authors call for considering local conditions and cumulative effects across logistical stages.Source: §4 · p. 9
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