New Insights into the Comprehensive System of Thermodynamic Sensors and Electronic Nose and Its Practical Applications in Dough Fermentation Monitoring
Status PubMed-not-MEDLINE Language English Country Switzerland Media electronic
Document type Journal Article
Grant support
IGA/FT/2023/003
Tomas Bata University in Zlin
PubMed
38257447
PubMed Central
PMC10818983
DOI
10.3390/s24020352
PII: s24020352
Knihovny.cz E-resources
- Keywords
- dough fermentation, electronic nose, mealworm flour, monitoring, rheofermentometer, rice flour, thermodynamic sensors,
- Publication type
- Journal Article MeSH
This study focuses on an applicability of the device designed for monitoring dough fermentation. The device combines a complex system of thermodynamic sensors (TDSs) with an electronic nose (E-nose). The device's behavior was tested in experiments with dough samples. The configuration of the sensors in the thermodynamic system was explored and their response to various positions of the heat source was investigated. When the distance of the heat source and its intensity from two thermodynamic sensors changes, the output signal of the thermodynamic system changes as well. Thus, as the distance of the heat source decreases or the intensity increases, there is a higher change in the output signal of the system. The linear trend of this change reaches an R2 value of 0.936. Characteristics of the doughs prepared from traditional and non-traditional flours were successfully detected using the electronic nose. To validate findings, the results of the measurements were compared with signals from the rheofermentometer Rheo F4, and the correlation between the output signals was closely monitored. The data after statistical evaluation show that the measurements using thermodynamic sensors and electronic nose directly correlate the most with the measured values of the fermenting dough volume. Pearson's correlation coefficient for TDSs and rheofermentometer reaches up to 0.932. The E-nose signals also correlate well with dough volume development, up to 0.973. The data and their analysis provided by this study declare that the used system configuration and methods are fully usable for this type of food analysis and also could be usable in other types of food based on the controlled fermentation. The system configuration, based on the result, will be also used in future studies.
See more in PubMed
Kent N.L., Evers A.D. Technology of Cereals. Elsevier; Oxford, UK: 1994. Bread-baking Technology.
Duizer L.M., Walker S.B. Encyclopedia of Food Grains. 2nd ed. Academic Press; Cambridge, MA, USA: 2016. The Application of Sensory Science to the Evaluation of Grain-Based Foods; pp. 144–153.
Shu N., Chen X., Sun X., Cao X., Liu Y., Xu Y.J. Metabolomics identify landscape of food sensory properties. Crit. Rev. Food Sci. Nutr. 2022;18:8478–8488. doi: 10.1080/10408398.2022.2062698. PubMed DOI
Adamek M., Adamkova A., Mlcek J., Vojackova K., Famera O., Buran M., Hlobilova V., Buckova M., Baron M., Sochor J. Sensor systems for detecting dough properties fortified with grape pomace and mealworm powders. Sensors. 2020;20:3569. doi: 10.3390/s20123569. PubMed DOI PMC
Tan J., Xu J. Applications of electronic nose (e-nose) and electronic tongue (e-tongue) in food quality-related properties determination: A review. Artif. Intell. Agric. 2020;4:104–115. doi: 10.1016/j.aiia.2020.06.003. DOI
Adamek M., Zvonkova M., Buresova I., Buran M., Sevcikova V., Sebestikova R., Adamkova A., Skowronkova N., Mlcek J. Use of a Thermodynamic Sensor in Monitoring Fermentation Processes in Gluten-Free Dough Proofing. Sensors. 2023;23:534. doi: 10.3390/s23010534. PubMed DOI PMC
Kowalski S., Mikulec A., Mickowska B., Skotnicka M., Mazurek A. Wheat bread supplementation with various edible insect flours. Influence of chemical composition on nutritional and technological aspects. LWT. 2022;159:113220. doi: 10.1016/j.lwt.2022.113220. DOI
Vishwakarma S., Dalbhagat C.G., Mandliya S., Mishra H.N. Investigation of natural food fortificants for improving various properties of fortified foods: A review. Food Res. Int. 2022;156:111186. doi: 10.1016/j.foodres.2022.111186. PubMed DOI
Ibrahim U.K., Salleh R.M., Maqsood-ul-Haque S.N.S. Bread towards functional food: An Overview. ETP Int. J. Food Eng. 2015;1:39–43. doi: 10.18178/ijfe.1.1.39-43. DOI
González C.M., Garzón R., Rosell C.M. Insects as ingredients for bakery goods. A comparison study of H. illucens, A. domestica and T. molitor flours. Innov. Food Sci. Emerg. Technol. 2019;51:205–210. doi: 10.1016/j.ifset.2018.03.021. DOI
Poma G., Cuykx M., Amato E., Calaprice C., Focant J.F., Covaci A. Evaluation of hazardous chemicals in edible insects and insect-based food intended for human consumption. Food Chem. Toxicol. 2017;100:70–79. doi: 10.1016/j.fct.2016.12.006. PubMed DOI
Stoops J., Vandeweyer D., Crauwels S., Verreth C., Boeckx H., Van Der Borght M., Claes J., Lievens B., Van Campenhout L. Minced meat-like products from mealworm larvae (Tenebrio molitor and Alphitobius diaperinus): Microbial dynamics during production and storage. Innov. Food Sci. Emerg. Technol. 2017;41:1–9. doi: 10.1016/j.ifset.2017.02.001. DOI
Probst L., Frideres L., Pedersen B., Amato F. Business Innovation Observatory Contract No 190/PP/ENT/CIP/12/C/N03C01. European Commission; Luxembourg: 2015. Safe and nutritious food new nutrient sources; pp. 1–17.
Ordoñez-Araque R., Quishpillo-Miranda N., Ramos-Guerrero L. Edible Insects for Humans and Animals: Nutritional Composition and an Option for Mitigating Environmental Damage. Insects. 2022;13:944. doi: 10.3390/insects13100944. PubMed DOI PMC
Osendarp S.J.M., Martinez H., Garrett G.S., Neufeld L.M., De-Regil L.m., Vossenaar M., Darnton-Hill I. Large-Scale Food Fortification and Biofortification in Lowand Middle-Income Countries: A Review of Programs, Trends, Challenges, and Evidence Gaps. Food Nutr. Bull. 2018;39:315–331. doi: 10.1177/0379572118774229. PubMed DOI PMC
Jan N., Naik H.R., Gani G., Bashir O., Amin T., Wani S.M., Sofi S.A. Influence of replacement of wheat flour by rice flour on rheo-structural changes, in vitro starch digestibility and consumer acceptability of low-gluten pretzels. Food Prod. Process Nutr. 2022;4:9. doi: 10.1186/s43014-022-00088-y. DOI
Juliano B.O. Rice in Human Nutrition. FAO; Rome, Italy: 1993. pp. 101–124.
Gujral H.S., Rosell C.M. Improvement of the breadmaking quality of rice flour by glucose oxidase. Food Res. Int. 2004;37:75–81. doi: 10.1016/j.foodres.2003.08.001. DOI
Luh B.S., Liu Y.K. Rice Flours in Baking. In: Luh B.S., editor. Rice. Springer; Boston, MA, USA: 1991.
Buresova I., Cervenka L., Sebestikova R., Augustova M., Jarosová A. Applicability of Flours from Pigmented and Glutinous Rice in Gluten-Free Bread Baking. Foods. 2023;12:1324. doi: 10.3390/foods12061324. PubMed DOI PMC
Chopin Technologies . Rheo F4 User’s Manual 12/2016. Chopin Technologies; Villeneuve La Garenne, France: 2016. 42p
Adamek M., Matyas J., Adamkova A., Mlcek J., Buran M., Cernekova M., Sevcikova V., Zvonkova M., Slobodian P., Olejnik R. A Study on the Applicability of Thermodynamic Sensors in Fermentation Processes in Selected Foods. Sensors. 2022;22:1997. doi: 10.3390/s22051997. PubMed DOI PMC
Ozaki Y., Matsui H., Shimizu M. Heat flow sensor created by printed circuit board manufacturing processes; Proceedings of the International Conference on Electronics Packaging and iMAPS All Asia Conference (ICEP-IAAC); Kuwana, Japan. 2018. pp. 459–464.
Hukseflux Thermal Sensors. FHF05 Series Heat Flux Sensors. [(accessed on 22 September 2023)]. Available online: https://www.hukseflux.com/products/heat-flux-sensors/heat-flux-sensors/fhf05-series-heat-flux-sensors.
Fiock E.F. A Review of Calorimetric Measurements on Thermal Properties of Saturated Water and Steam. ASME Trans. 2023;52:231–242.
Cappelli A., Oliva N., Bonaccorsi G., Lorini C., Cini E. Assessment of the rheological properties and bread characteristics obtained by innovative protein sources (Cicer arietinum, Acheta domesticus, Tenebrio molitor): Novel food or potential improvers for wheat flour? LWT Food Sci. Technol. 2020;118:108867. doi: 10.1016/j.lwt.2019.108867. DOI
Sabanis D., Tzia C. Effect of Rice, Corn and Soy Flour Addition on Characteristics of Bread Produced from Different Wheat Cultivars. Food Bioprocess Technol. 2009;2:68–79. doi: 10.1007/s11947-007-0037-7. DOI
Anton A.A., Artfield S.D. Hydrocolloids in gluten-free breads. A review. Int. J. Food Sci. Nutr. 2007;59:11–23. PubMed