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Mathematical Modeling of Ultrasound Pretreated Carrot Slices

Year 2019, Volume: 13 Issue: 37, 19 - 30, 26.05.2019

Abstract

In this study, the effects of ultrasound pretreatment, air drying temperature and slice thickness on the drying kinetics of carrot were analyzed. Ultrasound pretreatments were applied to carrot samples of different slice thicknesses with for 0 (control), 20 and 40 minutes. All products were dried in the convection oven with constant air speed 1 m s-1. The drying times varied from 260 to 110 minutes depending on the varying slice thicknesses, temperatures and the applied ultrasound pretreatments. In order to determine a suitable thin layer model for drying applications, 10 different mathematical models were fitted to the experimental results. The model was selected as the best model with the highest value of R2 (Regression coefficient), lowest RMSE (Root mean square error) and χ2 (Chi-square). As a result of the statistical evaluation, it was determined that the Midilli et al. model is the most suitable model for explaining the convective drying characteristics of carrot according to other models. Consequently, ultrasound pretreatment can be used as a favorable method for reducing the drying time of the carrots in the convective process.

References

  • Arumuganathan T, Manikantan M R, Rai R D, Anandakumar S, and Khare V (2009). Mathematical modelling of drying kinetics of milky mushroom in a fluidized bed dryer. International Agrophysics, 23(1): 1-7.
  • Barroca M J, Guiné R P, Calado A R P, Correia P M, and Mendes M (2017). Artificial neural network modelling of the chemical composition of carrots submitted to different pre-drying treatments. Journal of Food Measurement and Characterization, 11(4): 1815-1826.
  • Bhattacharya M, Srivastav P P, and Mishra H N (2015). Thin-layer modeling of convective and microwave-convective drying of oyster mushroom (Pleurotus ostreatus). Journal of Food Science and Technology, 52(4): 2013-2022
  • Çakmak R Ş, Tekeoğlu O, Bozkır H, Ergün A R, and Baysal T (2016). Effects of electrical and sonication pretreatments on the drying rate and quality of mushrooms. LWT-Food Science and Technology, 69: 197-202.
  • Cao X, Zhang M, Mujumdar A S, Zhong Q, and Wang Z (2018). Effects of ultrasonic pretreatments on quality, energy consumption and sterilization of barley grass in freeze drying. Ultrasonics Sonochemistry, 40: 333-340.
  • Chen Q, Bi J, Chen R, Liu X, Wu X, and Zhou M (2017). Comparative study on drying characteristic, moisture diffusivity, and some physical and nutritional attributes of blanched carrot slices. Journal of Food Processing and Preservation
  • Darvishi H, Zarein M, and Farhudi Z (2016). Energetic and exergetic performance analysis and modeling of drying kinetics of kiwi slices. Journal of food science and technology, 53(5): 2317-2333.
  • Demiray E, and Tulek Y (2014). Drying characteristics of garlic (Allium sativum L.) slices in a convective hot air dryer. Heat Mass Transfer, 50(6): 779-786
  • Doymaz İ (2017). Drying kinetics, rehydration and colour characteristics of convective hot-air drying of carrot slices. Heat and Mass Transfer, 53(1): 25-35.
  • Evin D (2011). Microwave drying and moisture diffusivity of white mulberry: Experimental and mathematical modeling. Journal of Mechanical Science and Technology, 25(10): 2711-2718
  • Faal S, Tavakoli T, and Ghobadian B (2015). Mathematical modelling of thin layer hot air drying of apricot with combined heat and power dryer. Journal of Food Science and Technology, 52(5): 2950-2957
  • FAO, (2019). Food and agricultural organization statistica database. http://www.fao.org/faostat/en/#data/QC/visualize. Accessed 21.02.2019
  • Horuz E, Jaafar H J, and Maskan M (2017). Ultrasonication as pretreatment for drying of tomato slices in a hot air–microwave hybrid oven. Drying Technology, 35(7): 849-859.
  • Kaveh M, Chayjan R A, and Nikbakht A M (2017). Mass transfer characteristics of eggplant slices during length of continuous band dryer. Heat and Mass Transfer, 53(6): 2045-2059.
  • Kaveh M, Jahanbakhshi A, Abbaspour‐Gilandeh Y, Taghinezhad E, and Moghimi M B F (2018). The effect of ultrasound pre‐treatment on quality, drying, and thermodynamic attributes of almond kernel under convective dryer using ANNs and ANFIS network. Journal of Food Process Engineering, 41(7): e12868
  • Kayisoglu S, and Ertekin C (2011). Vacuum drying kinetics of Barbunya bean (Phaseolus vulgaris L. elipticus Mart.). The Philippine Agricultural Scientist 94(3): 285-291
  • Midilli A, Kucuk H, and Yapar Z (2002). A new model for single-layer drying. Drying Technology 20(7): 1503-1513
  • Mota C L, Luciano C, Dias A, Barroca M J, and Guiné R P F (2010). Convective drying of onion: Kinetics and nutritional evaluation. Food and Bioproducts Processing, 88(2): 115-123
  • Murthy T P K, and Manohar B (2014). Hot air drying characteristics of mango ginger: Prediction of drying kinetics by mathematical modelling and artificial neural network. Journal of Food Science and Technology, 51(12): 3712-3721
  • Nowacka M, Wiktor A, Śledź M, Jurek N, and Witrowa-Rajchert D (2012). Drying of ultrasound pretreated apple and its selected physical properties. Journal of Food Engineering, 113(3): 427-433
  • Peng J, Yi J, Bi J, Chen Q, Wu X, and Zhou M (2018). Freezing as pretreatment in instant controlled pressure drop (DIC) texturing of dried carrot chips: Impact of freezing temperature. LWT-Food Science and Technology, 89: 365-373.
  • Ricce C, Rojas M L, Miano A C, Siche R, and Augusto P E D (2016). Ultrasound pre-treatment enhances the carrot drying and rehydration. Food Research International, 89: 701-708.
  • Saxena J, and Dash K K (2015). Drying kinetics and moisture diffusivity study of ripe Jackfruit. International Food Research Journal, 22(1): 414-420
  • Sonmete M H, Mengeş H O, Ertekin C, and Özcan M M (2017). Mathematical modeling of thin layer drying of carrot slices by forced convection. Journal of Food Measurement and Characterization, 11(2): 629-638.
  • Taşkın O, İzli G, and İzli N (2018). Convective drying kinetics and quality parameters of european cranberrybush. Tarım Bilimleri Dergisi – Journal of Agricultural Sciences, 24(3): 349-358.
There are 25 citations in total.

Details

Primary Language English
Subjects Agricultural Biotechnology (Other)
Journal Section Articles
Authors

Ahmet Polat

Nazmi İzli

Publication Date May 26, 2019
Published in Issue Year 2019 Volume: 13 Issue: 37

Cite

APA Polat, A., & İzli, N. (2019). Mathematical Modeling of Ultrasound Pretreated Carrot Slices. Journal of Biological and Environmental Sciences, 13(37), 19-30.
AMA Polat A, İzli N. Mathematical Modeling of Ultrasound Pretreated Carrot Slices. JBES. May 2019;13(37):19-30.
Chicago Polat, Ahmet, and Nazmi İzli. “Mathematical Modeling of Ultrasound Pretreated Carrot Slices”. Journal of Biological and Environmental Sciences 13, no. 37 (May 2019): 19-30.
EndNote Polat A, İzli N (May 1, 2019) Mathematical Modeling of Ultrasound Pretreated Carrot Slices. Journal of Biological and Environmental Sciences 13 37 19–30.
IEEE A. Polat and N. İzli, “Mathematical Modeling of Ultrasound Pretreated Carrot Slices”, JBES, vol. 13, no. 37, pp. 19–30, 2019.
ISNAD Polat, Ahmet - İzli, Nazmi. “Mathematical Modeling of Ultrasound Pretreated Carrot Slices”. Journal of Biological and Environmental Sciences 13/37 (May2019), 19-30.
JAMA Polat A, İzli N. Mathematical Modeling of Ultrasound Pretreated Carrot Slices. JBES. 2019;13:19–30.
MLA Polat, Ahmet and Nazmi İzli. “Mathematical Modeling of Ultrasound Pretreated Carrot Slices”. Journal of Biological and Environmental Sciences, vol. 13, no. 37, 2019, pp. 19-30.
Vancouver Polat A, İzli N. Mathematical Modeling of Ultrasound Pretreated Carrot Slices. JBES. 2019;13(37):19-30.

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