A Novel Method for Analyzing the Kinetics of Convective/IR Bread Drying (CIRD) with Sensor Technology
Source abstract
Abstract
This study explores the combined use of convective and infrared drying (CIRD) for bread slices, utilizing advanced MEMS sensors to monitor temperature, moisture, and drying rates in real time, optimizing efficiency, and energy use. The dehydration kinetics of 1 cm thick bread slices under a controlled CIRD method was used. This analyzes drying rate (water loss speed, WLS) and energy efficiency (EE) using sensor technology. IR drying used 150 W lamps at 7 cm and 15 cm, while convective drying involved 60 °C hot air at 3 m/s. Sensor data aligned with gravimetric measurements. The most energy-efficient model used a 150 W IR lamp at 7 cm (0.645 kWh, 21.572 kWh/kg water removed) but had the longest drying time (220 min at 15 cm). The least efficient model used a 250 W IR lamp at 15 cm (EE = 32.734 kWh/kg). These results of CIRD in bread drying are statistically significant and can be applied to industrial bakery drying processes, helping manufacturers to reduce energy costs, and adopt sensor-driven process control for enhanced sustainability. The CIRD model, which uses a 150 W IR lamp placed 15 cm above the bread slices being dried, represents the most effective optimization strategy.
Source: crossref · Quality: baseline
Research context
OpenAlex topics: Food Drying and Modeling · Microencapsulation and Drying Processes · Freezing and Crystallization Processes
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
Faculty of Agronomy, University of Kragujevac, Cara Dušana 34, 32102 Čačak, Serbia
Department of Automation of Production Processes, Don State Technical University, Gagarin sq. 1, 344002 Rostov-on-Don, Russia
Funding
Ministry of Science, Technological Development, and Innovation of the Republic of Serbia
References (54)
Show source-provided references
1. Novel Sensing Technologies During the Food Drying Pro-cess10.1007/s12393-020-09215-2 ↗
2. Radojčin, M., Pavkov, I., Bursać Kovačević, D., Putnik, P., Wiktor, A., Stamenković, Z., Kešelj, K., and Gere, A. (2021). Effect of Selected Drying Methods and Emerging Drying Intensification Technologies on the Quality of Dried Fruit: A Review. Processes, 9.10.3390/pr9010132 ↗
3. Infrared Drying of Food Materials: Recent Advances10.1007/s12393-020-09237-w ↗
4. Novel sequential and simultaneous infrared-accelerated drying technologies for the food industry: Principles, applications and challenges10.1080/10408398.2022.2126963 ↗
5. Combined convective and infrared drying model for food applications
6. The drying of foods and its effect on the physical-chemical, sensorial and nutritional properties
7. Infrared Drying of Seeds in a Fluidized Bed
8. Zhang, J., Zheng, X., Xiao, H., Li, Y., and Yang, T. (2023). Effect of Combined Infrared Hot Air Drying on Yam Slices: Drying Kinetics, Energy Consumption, Microstructure, and Nutrient Composition. Foods, 12.10.3390/foods12163048 ↗
9. Optimization and modeling of stale bread drying using three different dryers
10. A Novel System—The Simultaneous Use of Ohmic Heating with Convective Drying: Sensitivity Analysis of Product Quality Against Process Variables10.1007/s11947-022-02765-9 ↗
11. Comparative study of different bread baking methods: Combined ohmic–infrared, ohmic–conventional, infrared–conventional, infrared, and conventional heating10.1016/j.ifset.2023.103349 ↗
12. Hybrid drying of food and bioproducts: A review10.1080/07373937.2021.1914078 ↗
13. Ouyang, N., Ma, H., Liu, D., Guo, L., Guo, Y., and Wang, Y. (2025). Improvement and Development of Physical Field Drying Technology: Principles, Models, Optimizations and Hybrids. Food Eng. Rev.10.1007/s12393-025-09398-6 ↗
14. Food drying: A review
15. The role of emerging technologies in the dehydration of berries: Quality, bioactive compounds, and shelf life
16. Analysis of a convective drying process of plums
17. AI-Enabled Optical Sensing for Smart and Precision Food Drying: Techniques, Applications and Future Directions
18. Low-Cost Formaldehyde Sensor Evaluation and Calibration in a Controlled Environment10.1109/JSEN.2022.3172864 ↗
19. Kojima, M. (2024). Characteristics evaluation of MEMS atmospheric pressure sensors. Meas. Sens., 101679.10.1016/j.measen.2024.101679 ↗
20. Bolanakis, D.E. (2016–15, January 15). MEMS barometers in a wireless sensor network for position location applications. Proceedings of the 2016 IEEE Virtual Conference on Applications of Commercial Sensors (VCACS), Piscataway, NJ, USA.10.1109/VCACS.2016.7888784 ↗
21. Evaluating performance of MEMS barometric sensors in differential altimetry systems10.1109/MAES.2017.160248 ↗
22. Alcesilas, R., Bastien, J.C., Sansa, M., Jouvaud, C., Rey, P., and Delaveaud, C. (2024). Co-Design and Characterization of a Differential Wireless Passive Micro-Electromechanical System Pressure Sensor. Proceedings, 97.10.3390/proceedings2024097024 ↗
23. Emperhoff, S., Eberl, M., Dwertmann, T., and Wöllenstein, J. (2024). Humidity Impact on Thermal Conductivity Sensors. Proceedings, 97.10.3390/proceedings2024097093 ↗
24. Microcontroller control system for a convective dehydrator
25. United Nations (2025, January 10). Transforming Our World: The 2030 Agenda for Sustainable Development. Available online: https://sdgs.un.org/2030agenda#:~:text=We%20are%20committed%20to%20ending,including%20through%20social%20protection%20systems.
26. Bosch Sensortec (2022). BME280 Datasheet Rev. 1.23, Bosch Sensortec.
27. (2025, January 14). FastBot. Available online: https://www.arduinolibraries.info/libraries/fast-bot.
28. (2025, January 14). FastBot. Available online: https://github.com/GyverLibs/FastBot/blob/main/library.properties.
29. Innovative application of the moisture analyzer for determination of dry mass content of processed cheese10.1007/s00231-018-2358-7 ↗
30. New equations for computing vapor pressure enhancement factor10.1175/1520-0450(1981)020<1527:NEFCVP>2.0.CO;2 ↗
31. Identification of the Transient Response of a Capacitive Relative Humidity Sensor10.1007/s11018-020-01740-0 ↗
32. Design of minimum water-loss canal sections10.1080/00221680209499864 ↗
33. El-Mesery, H.S., Abomohra, A.E.F., Kang, C.U., Cheon, J.K., Basak, B., and Jeon, B.H. (2019). Evaluation of infrared radiation combined with hot air convection for energy-efficient drying of biomass. Energies, 12.10.3390/en12142818 ↗
34. Drying kinetics of food materials in infrared radiation drying: A review10.1111/jfpe.13810 ↗
35. Performance of a convective, infrared and combined infrared- convective heated conveyor-belt dryer10.1007/s13197-014-1347-1 ↗
36. Taghinezhad, E., Szumny, A., Kaveh, M., Rasooli Sharabiani, V., Kumar, A., and Shimizu, N. (2020). Parboiled Paddy Drying with Different Dryers: Thermodynamic and Quality Properties, Mathematical Modeling Using ANNs Assessment. Foods, 9.10.3390/foods9010086 ↗
37. Calín-Sánchez, Á., Lipan, L., Cano-Lamadrid, M., Kharaghani, A., Masztalerz, K., Carbonell-Barrachina, Á.A., and Figiel, A. (2020). Comparison of Traditional and Novel Drying Techniques and Its Effect on Quality of Fruits, Vegetables and Aromatic Herbs. Foods, 9.10.3390/foods9091261 ↗
38. Abbaspour-Gilandeh, Y., Kaveh, M., Fatemi, H., Khalife, E., Witrowa-Rajchert, D., and Nowacka, M. (2021). Effect of Pretreatments on Convective and Infrared Drying Kinetics, Energy Consumption and Quality of Terebinth. Appl. Sci., 11.10.3390/app11167672 ↗
39. Influence of electrical and hybrid heating on bread quality during baking10.1007/s13197-014-1478-4 ↗
40. Infrared drying as a potential alternative to convective drying for biltong production
41. Design, development, and drying kinetics of infrared-assisted hot air dryer for turmeric slices10.1111/jfpe.13876 ↗
42. Combined infrared-vacuum drying of pumpkin slices10.1007/s13197-016-2212-1 ↗
43. Development of heat pump and infrared-convective dryer and performance analysis for stale bread drying10.1016/j.enconman.2016.01.028 ↗
44. Effect of toasting time on the browning of sliced bread10.1002/jsfa.840 ↗
45. Kinetics of the crust thickness development of bread during baking
46. Modelling the browning of bread during baking10.1016/j.foodres.2009.03.007 ↗
47. Giovanelli, G., and Cappa, C. (2021). 5-Hydroxymethylfurfural Formation in Bread as a Function of Heat Treatment Intensity: Correlations with Browning Indices. Foods, 10.10.3390/foods10020417 ↗
48. Pradeep, V., Komal, A., and Maulin, P.S. (2024). 9 Statistical Strategies for Analyzing the Production of Polyphenol Oxidase. Polyphenol Oxidases: Function, Wastewater Remediation, and Biosensors, De Gruyter.
49. Food grain quality: Analysis of physical, biometric, and colorimetric properties to promote consumption10.1016/j.heliyon.2024.e29234 ↗
50. Ochowiak, M., Woziwodzki, S., Doligalski, M., and Mitkowski, P. (2018). Hybrid and Non-stationary Drying—Process Effectiveness and Products Quality. Practical Aspects of Chemical Engineering, Springer. Lecture Notes on Multidisciplinary Industrial Engineering.10.1007/978-3-319-73978-6 ↗
51. Abbaspour-Gilandeh, Y., Zadhossein, S., Kaveh, M., Szymanek, M., Hassannejad, S., and Wojciechowska, K. (2025). Drying Time, Energy and Exergy Efficiency Prediction of Corn (Zea mays L.) at a Convective-Infrared-Rotary Dryer: Approach by an Artificial Neural Network. Energies, 18.10.3390/en18030696 ↗
52. Applications of Several Hybrid Drying Methods for a Bioproduct: Effects on Drying Kinetics Product Colour10.2202/1556-3758.1085 ↗
53. Evaluation of the Effect of Sustainable Drying Techniques and Intensification Technologies on Color Profile of Dehydrated Fruits and Vegetables
54. A comprehensive investigation of gluten free bread dough rheology, proving and baking performance and bread qualities by response surface design and principal component analysis10.1039/D0FO00115E ↗