Computer-Assisted Smoking Process: The Influence of the Smoking Process on the Physical Parameters of Smoked Products
Abstract
:1. Introduction
2. Materials and Methods
2.1. Design of the Measuring Stand
2.2. Method of the Smoking Process in the Constructed Smoking Chamber
2.3. Methods of Measuring the Products’ Physical Parameters
2.3.1. Color Change of Products After Smoking
2.3.2. Moisture Content of Products After Smoking
2.3.3. Changes in the Texture of Products After Smoking
2.4. Statistical Analyses
3. Results
Changes in Physical Product Parameters
- L* increases inside the pork loin (lighter interior), but L* decreases in cheeses and pork loin on their surfaces (darker), which, according to Guo et al. (2020), may be correlated with the possibility of smoke components penetrating the product [24]. It should also be noted that the cheeses were smoked at a higher temperature than the pork loin, due to the fact that low temperatures do not affect the structure of cheeses as much as they do the structure of meat;
- An increase in a* and b* that is especially evident in cheeses, indicating strong reddening and yellowing after smoking (the Maillard effect and absorption of compounds from the smoke are responsible for the increase in a* and b*—typical with heat treatment, as shown by Varlet et al.’s research [25]).
- For the pork loin, a significant increase in hardness (+187.4%), shear force (+54.4%), and gumminess (+172.4%), in addition to increases in cohesiveness (+13.0%) and springiness (+41.0%), indicate a denser and resistant product structure;
- For the feta cheese, an increase in hardness (+68.2%) and gumminess (+111.4%) and a decrease in springiness (−48.9%) and cohesiveness (−300.0%) indicate that the product becomes more complex and more compact, but its surface becomes intensely sticky (the cheese becomes semi-hard and slightly crusty);
- The Camembert showed a significant decrease in hardness (−45.9%) and gumminess (−40.2%), indicating that the product became softer. In contrast, increasing resilience (+42.1%), springiness (+92.9%), and adhesiveness (+83.7%) indicate a change in its structure to a more malleable one;
- The Italian-type cheese showed the most moderate change in textural properties. The exceptions were shear strength (+93.6%) and adhesiveness (−156.5%), indicating an improvement in this product’s structural properties for slicing and grinding;
- The curd became firmer (101.1% increase in shear force), less compact, and less smeary (as evidenced by moderate changes in hardness, gumminess, and springiness) but more sticky (a 127.8% decrease in adhesiveness).
4. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Variable | Dim 1 | Dim 2 | Dim 3 | Dim 4 |
---|---|---|---|---|
Shear Force | 0.036027 | −0.073087 | 0.475614 | 0.301790 |
Hardness | 0.013134 | −0.292103 | −0.086299 | 0.289329 |
Springiness | 0.144265 | 0.129394 | −0.018251 | −0.013048 |
Chewiness | −0.151520 | 0.012726 | 0.162403 | −0.001290 |
Gumminess | −0.025742 | −0.291023 | −0.076876 | 0.231935 |
Cohesiveness | −0.143967 | −0.035485 | −0.204373 | −0.274529 |
Resilience | −0.143353 | −0.029528 | −0.219908 | −0.085583 |
Adhesiveness | 0.151709 | −0.004843 | −0.145394 | −0.305540 |
Weight loss | 0.153335 | 0.022477 | −0.036549 | 0.583557 |
Moisture loss | 0.011311 | −0.205367 | 0.314680 | −0.835522 |
ΔE top layer | −0.140312 | 0.055288 | 0.122247 | 0.818376 |
ΔE interior | 0.080571 | −0.244921 | −0.129480 | 0.277339 |
Product | Parameter | Value Before Smoking | Value After Smoking | %. Change | ∆E | |
---|---|---|---|---|---|---|
Pork loin | weight [g] | 1415.30 ± 69.20 | 1246.79 ± 51.22 | −11.9 | - | |
moisture [%] | 67.9 ± 3.2 | 58.11 ± 1.72 | −14.4 | - | ||
product top layer | L* | 39.24 ± 2.63 | 53.68 ± 3.61 | - | 17.41 | |
a* | 11.57 ± 0.59 | 10.41 ± 2.12 | - | |||
b* | 1.41 ± 0.12 | 11.07 ± 1.63 | - | |||
product interior | L* | 40.83 ± 2.11 | 59.96 ± 3.69 | - | 19.56 | |
a* | 10.35 ± 0.87 | 7.03 ± 1.21 | - | |||
b* | 0.37 ± 0.12 | 2.81 ± 0.45 | - | |||
Feta cheese | weight [g] | 127.35 ± 1.04 | 80.20 ± 18.38 | −37.0 | - | |
moisture [%] | 57.41 ± 0.46 | 45.62 ± 1.11 | −20.5 | - | ||
product top layer | L* | 95.78 ± 0.98 | 62.13 ± 1.47 | - | 41.47 | |
a* | −0.73 ± 0.12 | 17.84 ± 1.70 | - | |||
b* | 16.28 ± 0.55 | 31.86 ± 1.62 | - | |||
product interior | L* | 96.10 ± 0.42 | 95.28 ± 0.51 | - | 1.58 | |
a* | −0.79 ± 0.46 | −0.78 ± 0.17 | - | |||
b* | 15.24 ± 0.27 | 16.59 ± 0.39 | - | |||
Camembert | weight [g] | 116.68 ± 3.17 | 101.03 ± 3.57 | −13.4 | - | |
moisture [%] | 48.73 ± 2.15 | 36.66 ± 0.51 | −24.8 | - | ||
product top layer | L* | 71.50 ± 0.99 | 55.48 ± 5.58 | - | 20.78 | |
a* | 3.46 ± 0.38 | 16.43 ± 1.79 | - | |||
b* | 25.90 ± 0.78 | 28.56 ± 4.11 | - | |||
product interior | L* | 74.06 ± 0.23 | 73.16 ± 0.26 | - | 0.94 | |
a* | 3.79 ± 1.56 | 3.53 ± 1.08 | - | |||
b* | 26.98 ± 0.65 | 27.03 ± 0.87 | - | |||
Italian-type cheese | weight [g] | 233.65 ± 6.22 | 193.77 ± 8.06 | −17.1 | - | |
moisture [%] | 72.34 ± 1.76 | 57.78 ± 1.43 | −20.1 | - | ||
product top layer | L* | 95.29 ± 0.69 | 66.22 ± 1.03 | - | 37.82 | |
a* | −1.06 ± 0.19 | 14.73 ± 0.46 | - | |||
b* | 14.12 ± 1.12 | 32.46 ± 0.34 | - | |||
product interior | L* | 92.97 ± 0.56 | 91.47 ± 0.32 | - | 1.75 | |
a* | −0.87 ± 0.36 | −0.92 ± 0.34 | - | |||
b* | 14.98 ± 0.98 | 15.88 ± 0.55 | - | |||
Curd | weight [g] | 294.30 ± 5.57 | 216.03 ± 4.61 | −26.6 | - | |
moisture [%] | 74.46 ± 0.69 | 66.94 ± 1.82 | −10.1 | - | ||
product top layer | L* | 95.39 ± 0.45 | 75.02 ± 1.05 | - | 27.95 | |
a* | −0.70 ± 0.25 | 10.46 ± 0.32 | - | |||
b* | 12.54 ± 1.61 | 28.09 ± 0.42 | - | |||
product interior | L* | 97.12 ± 0.56 | 95.13 ± 0.86 | - | 2.04 | |
a* | −0.85 ± 0.63 | −0.73 ± 0.32 | - | |||
b* | 12.65 ± 0.47 | 13.08 ± 1.02 | - |
Product | Parameter | Value Before Smoking | Value After Smoking | %. Change |
---|---|---|---|---|
Pork loin | Shear Force [N] | 6.52 ± 1.09 | 10.07 ± 1.81 | +54.4 |
Hardness [N] | 16.56 ± 1.30 | 47.60 ± 7.25 | +187.4 | |
Springiness [-] | 0.61 ± 0.14 | 0.86 ± 0.09 | +41.0 | |
Chewiness [N.mm] | 13.41 ± 1.90 | 14.11 ± 0.93 | +5.2 | |
Gumminess [N] | 9.37 ± 4.92 | 25.52 ± 7.75 | +172.4 | |
Cohesiveness [-] | 0.46 ± 0.04 | 0.52 ± 0.03 | +13.0 | |
Resilience [N] | 0.23 ± 0.08 | 0.29 ± 0.05 | +26.1 | |
Adhesiveness [N.s] | −0.71 ± 0.43 | −0.75 ± 0.21 | +88.7 | |
Feta cheese | Shear Force [N] | - | - | - |
Hardness [N] | 4.37 ± 0.54 | 7.35 ± 1.95 | +68.2 | |
Springiness [-] | 0.88 ± 0.09 | 0.45 ± 0.16 | −48.9 | |
Chewiness [N.mm] | 5.08 ± 1.42 | 6.05 ± 0.80 | +19.1 | |
Gumminess [N] | 0.79 ± 0.09 | 1.67 ± 0.60 | +111.4 | |
Cohesiveness [-] | 0.18 ± 0.03 | 0.22 ± 0.02 | +22.2 | |
Resilience [N] | 0.01 ± 0.01 | 0.06 ± 0.01 | +500.0 | |
Adhesiveness [N.s] | −0.27 ± 0.10 | −1.08 ± 0.24 | −300.0 | |
Camembert | Shear Force [N] | - | - | - |
Hardness [N] | 7.19 ± 0.76 | 3.89 ± 0.55 | −45.9 | |
Springiness [-] | 0.42 ± 0.13 | 0.81 ± 0.10 | +92.9 | |
Chewiness [N.mm] | 13.45 ± 0.57 | 14.30 ± 0.29 | +6.3 | |
Gumminess [N] | 3.29 ± 0.35 | 1.97 ± 0.24 | −40.2 | |
Cohesiveness [-] | 0.45 ± 0.02 | 0.51 ± 0.01 | +13.3 | |
Resilience [N] | 0.19 ± 0.02 | 0.27 ± 0.01 | +42.1 | |
Adhesiveness [N.s] | −0.98 ± 0.14 | −0.16 ± 0.07 | +83.7 | |
Italian-type cheese | Shear Force [N] | 1.40 ± 0.14 | 2.71 ± 1.35 | +93.6 |
Hardness [N] | 12.23 ± 2.49 | 13.90 ± 1.60 | +13.7 | |
Springiness [-] | 0.34 ± 0.12 | 0.47 ± 0.08 | +38.2 | |
Chewiness [N.mm] | 8.51 ± 0.76 | 9.64 ± 1.19 | +13.3 | |
Gumminess [N] | 4.94 ± 1.41 | 6.32 ± 0.66 | +27.9 | |
Cohesiveness [-] | 0.40 ± 0.10 | 0.45 ± 0.03 | +12.5 | |
Resilience [N] | 0.14 ± 0.04 | 0.17 ± 0.03 | +21.4 | |
Adhesiveness [N.s] | −0.23 ± 0.04 | −0.59 ± 0.11 | −156.5 | |
Curd | Shear Force [N] | 0.92 ± 0.16 | 1.94 ± 0.55 | +101.1 |
Hardness [N] | 7.26 ± 0.78 | 9.54 ± 1.68 | +31.4 | |
Springiness [-] | 0.37 ± 0.11 | 0.44 ± 0.13 | +18.9 | |
Chewiness [N.mm] | 8.55 ± 0.73 | 9.79 ± 0.70 | +14.5 | |
Gumminess [N] | 3.15 ± 0.45 | 4.81 ± 0.73 | +52.7 | |
Cohesiveness [-] | 0.43 ± 0.03 | 0.49 ± 0.04 | +13.9 | |
Resilience [N] | 0.18 ± 0.04 | 0.25 ± 0.03 | +38.9 | |
Adhesiveness [N.s] | −0.36 ± 0.11 | −0.82 ± 0.16 | −127.8 |
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Nizio, E.; Borowiak, D.; Śmieszniak, K.; Czwartkowski, K.; Golimowski, W.; Harasym, J. Computer-Assisted Smoking Process: The Influence of the Smoking Process on the Physical Parameters of Smoked Products. Appl. Sci. 2025, 15, 6098. https://doi.org/10.3390/app15116098
Nizio E, Borowiak D, Śmieszniak K, Czwartkowski K, Golimowski W, Harasym J. Computer-Assisted Smoking Process: The Influence of the Smoking Process on the Physical Parameters of Smoked Products. Applied Sciences. 2025; 15(11):6098. https://doi.org/10.3390/app15116098
Chicago/Turabian StyleNizio, Edyta, Daniel Borowiak, Kamil Śmieszniak, Kamil Czwartkowski, Wojciech Golimowski, and Joanna Harasym. 2025. "Computer-Assisted Smoking Process: The Influence of the Smoking Process on the Physical Parameters of Smoked Products" Applied Sciences 15, no. 11: 6098. https://doi.org/10.3390/app15116098
APA StyleNizio, E., Borowiak, D., Śmieszniak, K., Czwartkowski, K., Golimowski, W., & Harasym, J. (2025). Computer-Assisted Smoking Process: The Influence of the Smoking Process on the Physical Parameters of Smoked Products. Applied Sciences, 15(11), 6098. https://doi.org/10.3390/app15116098