Abstract
The objective of the present study was to examine the influence of sonication by power ultrasonic waves during thin layer drying of cumin seeds. To achieve this, a lab scale ultrasound assisted air drying unit was developed and built to dry cumin seeds at air temperatures of 30, 35, and 40 ºC, airflow velocity of 0.6, 0.8, 1 m/s, and sonication power of 0, 90, 180 W. The experiments were designed by response surface methodology and drying time, effective moisture diffusivity, energy consumption, color change, and rupture force of the end-product were examined. The key results revealed that the use a physical field processing such as ultrasound increases the drying overall performance in terms of drying time, kinetics as well as quality attributes such as color. The air born sonication process while drying not only enhances the energy efficiency through rise in effective moisture diffusivity but also decreases the energy consumption by almost 40%. It is interesting that the sonication positively correlated with (P-value < 0.0001) the total color change and rupture force of cumin seeds upon drying. The optimum drying condition with the desirability of 0.95 was achieved at air temperature of 39.45 ˚C, velocity of 1 m/s, and sonication power of 180 W. In these optimum conditions, the drying time, effective moisture diffusivity, the energy consumption, total color change, and rupture force were 34.10 min, 3.78 × 10–9 m2/s, 0.52 kWh, 8.58 and 26.84 N, respectively. Finally, RSM model validation revealed that the experimentally measured values of drying parameters were in close agreement with the predicted values.
Similar content being viewed by others
Data availability statement
The data that support the findings of this study are available from the corresponding author, upon reasonable request.
Abbreviations
- MR :
-
Moisture ratio (-)
- M t :
-
Time-dependent moisture content of the seeds (kg/kg w.b.)
- M 0 :
-
Primary moisture content of the seeds (kg/kg w.b.)
- Me :
-
Equilibrium Moisture content (kg/kg w.b.)
- DR :
-
Drying rate (1/min)
- D eff :
-
Diffusion coefficient (m2/s)
- t :
-
Drying time (min)
- M :
-
Moisture concentration (kg/kg w.b.)
- ΔE :
-
Total color change (-)
- L * :
-
Whiteness/darkness (-)
- a * :
-
Redness/greenness (-)
- b * :
-
Yellowness/blueness (-)
- L :
-
Half thickness of the drying body (m)
References
Babaki A, Askari G, Emam-Djomeh Z (2019) Drying behavior, diffusion modeling, and energy consumption optimization of Cuminum cyminum L. undergoing microwave-assisted fluidized bed drying. Drying Technol 38:1–11
El-Ghorab AH, Nauman M, Anjum FM, Hussain S, Nadeem M (2010) A comparative study on chemical composition and antioxidant activity of ginger (Zingiber officinale) and cumin (Cuminum cyminum). J Agric Food Chem 58:8231–8237
Amin G (2012) CuminHandbook of herbs and spices Cambridge, England, Woodhead Publishing Ltd, pp 250–259
Nadeem M, Riaz A (2012) Cumin (Cuminum cyminum) as a potential source of antioxidants. Pak J Food Sci 22:101–107
Shahama K, Mathew SM (2018) Response surface optimisation of process variables for encapsulation of cumin oil by spray drying Department of Post-Harvest Technology and Agricultural Processing, Kerala Agricultural University. MSc thesis: 163
Fatima T, Beenish NB, Gani G, Qadri T, Bhat TA (2018) Antioxidant potential and health benefits of cumin. J Med Plants Stud 6:232–236
Dibagar N, Kowalski SJ, Chayjan RA, Figiel A (2020) Accelerated convective drying of sunflower seeds by high-power ultrasound: Experimental assessment and optimization approach. Food Bioprod Process 123:42–59
Dibagar N, Amiri Chayjan R (2019) Rough rice convective drying enhancement by intervention of airborne ultrasound–A response surface strategy for experimental design and optimization. Drying Technol 37:1097–1112
Dibagar N, Chayjan RA, Kowalski SJ, Peyman SH (2019) Deep bed rough rice air-drying assisted with airborne ultrasound set at 21 kHz frequency: A physicochemical investigation and optimization. Ultrason Sonochem 53:25–43
Musielak G, Mierzwa D, Kroehnke J (2016) Food drying enhancement by ultrasound–A review. Trends Food Sci Technol 56:126–141
Rajewska K, Mierzwa D (2017) Influence of ultrasound on the microstructure of plant tissue. Innov Food Sci Emerg Technol 43:117–129
Huang D, Men K, Li D, Wen T, Gong Z, Sunden B, Wu Z (2020) Application of ultrasound technology in the drying of food products. Ultrason Sonochem 63:104950
Zomorodian A, Moradi M (2010) Mathematical modeling of forced convection thin layer solar drying for Cuminum cyminum. J Agric Sci Technol 12:401–408
Guo Y-R, An Y-M, Jia Y-X, Xu J-G (2018) Effect of drying methods on chemical composition and biological activity of essential oil from cumin (Cuminum cyminum L.). J Essent Oil Bear Plants 21:1295–1302
Saiedirad M, Mirsalehi M (2010) Prediction of mechanical properties of cumin seed using artificial neural networks. J Texture Stud 41:34–48
Balbay A, Kaya Y, Şahin Ö (2012) Drying of black cumin (Nigella sativa) in a microwave assisteddrying system and modeling using extreme learning machine. Energy 44:352–357
Alam I, Shahi N, Lohani U, Kumar A, Prakash O (2021) Ultrasound assisted extraction of oil from black cumin (Nigella sativa L.). IJCS 9:87–91
Mohsenin NN (2020) Physical properties of plant and animal materials, 3rd edn. New York: Gordon and Breach
Müller J, Heindl A (2006) Drying of medicinal plants. Medicinal and aromatic plants. The Netherlands: Springer, pp 237–252
Namjoo M, Moradi M, Niakousari M (2022) Evaluation of the effect of high-power ultrasound waves on conventional air drying of cumin seeds. Sustain Energy Technol Assess 52:102262. https://doi.org/10.1016/j.seta.2022.102262
Ihediwa V, Ndukwu M, Abada U, Ekop IE, Bennamoun L, Simo-Tagne M, Abam F (2022) Optimization of the energy consumption, drying kinetics and evolution of thermo-physical properties of drying of forage grass for haymaking. Heat Mass Transf 1–20
Izli N, Polat A (2019) Freeze and convective drying of quince (Cydonia oblonga Miller.): Effects on drying kinetics and quality attributes. Heat Mass Transf 55:1317–1326
Aykın-Dinçer E, Kılıç-Büyükkurt Ö, Erbaş M (2020) Influence of drying techniques and temperatures on drying kinetics and quality characteristics of beef slices. Heat Mass Transf 56:315–320
Singh K, Goswami T (2000) Thermal properties of cumin seed. J Food Eng 45:181–187
Park G (1975) The mathematics of diffusion: J. Crank Clarendon Press, Oxford, 1975. 2nd Edn. 414 pp.£ 12.50 Polymer 16(11): 855
Wang C, Tian S, An X (2022) The effects of drying parameters on drying characteristics, colorimetric differences, antioxidant components of sliced chinese jujube. Heat and Mass Transfer 58(9):1561–1571
Özkan Karabacak A (2019) Effects of different drying methods on drying characteristics, colour and in-vitro bioaccessibility of phenolics and antioxidant capacity of blackthorn pestil (leather). Heat Mass Transf 55:2739–2750
Karimi S, Layeghinia N, Abbasi H (2021) Microwave pretreatment followed by associated microwave-hot air drying of Gundelia tournefortii L.: drying kinetics, energy consumption and quality characteristics. Heat Mass Transf 57:133–146
Lingayat A, VRK R (2021) Drying kinetics of tomato (Solanum lycopersicum) and Brinjal (Solanum melongena) using an indirect type solar dryer and performance parameters of dryer. Heat Mass Transf 57:853–872
Davies RM (2021) Some physical and mechanical properties of black cumin seeds preparatory to primary processing. Eng Adv 1(1):21–25
Singh K, Goswami T (1998) Mechanical properties of cumin seed (Cuminum cyminum Linn.) under compressive loading. J Food Eng 36:311–321
Saiedirad M, Tabatabaeefar A, Borghei A, Mirsalehi M, Badii F, Varnamkhasti MG (2008) Effects of moisture content, seed size, loading rate and seed orientation on force and energy required for fracturing cumin seed (Cuminum cyminum Linn.) under quasi-static loading. J Food Eng 86:565–572
Moosavi AA, Nematollahi MA, Rahimi M (2021) Predicting water sorptivity coefficient in calcareous soils using a wavelet–neural network hybrid modeling approach. Environ Earth Sci 80:1–19
Szadzińska J, Łechtańska J, Kowalski SJ, Stasiak M (2017) The effect of high power airborne ultrasound and microwaves on convective drying effectiveness and quality of green pepper. Ultrason Sonochem 34:531–539
Kowalski S, Mierzwa D, Stasiak M (2017) Ultrasound-assisted convective drying of apples at different process conditions. Drying Technol 35:939–947
Beck SM, Sabarez H, Gaukel V, Knoerzer K (2014) Enhancement of convective drying by application of airborne ultrasound–a response surface approach. Ultrason Sonochem 21:2144–2150
Denglin L, Juan L, Yunhong L, Guangyue R (2015) Drying characteristics and mathematical model of ultrasound assisted hot-air drying of carrots. Int J Agric Biol Eng 8:124–132
Cárcel J, García-Pérez J, Riera E, Mulet A (2007) Influence of high-intensity ultrasound on drying kinetics of persimmon. Drying Technol 25:185–193
Szadzińska J, Łechtańska J, Pashminehazar R, Kharaghani A, Tsotsas E (2019) Microwave- and ultrasound-assisted convective drying of raspberries: Drying kinetics and microstructural changes. Drying Technol 37:1–12
Kowalski S, Mierzwa D (2015) US-assisted convective drying of biological materials. Drying Technol 33:1601–1613
Tao Y, Li D, Chai WS, Show PL, Yang X, Manickam S, Xie G, Han Y (2021) Comparison between airborne ultrasound and contact ultrasound to intensify air drying of blackberry: Heat and mass transfer simulation, energy consumption and quality evaluation. Ultrason Sonochem 72:105410
Ozuna C, Cárcel JA, Walde PM, Garcia-Perez JV (2014) Low-temperature drying of salted cod (Gadus morhua) assisted by high power ultrasound: Kinetics and physical properties. Innov Food Sci Emerg Technol 23:146–155
Santacatalina JV, Contreras M, Simal S, Cárcel J, Garcia-Perez JV (2016) Impact of applied ultrasonic power on the low temperature drying of apple. Ultrason Sonochem 28:100–109
Banaszak J, Pawłowski A (2018) Influence of ultrasound assist during hot air drying on properties of dried apple crisps. Chem Process Eng 39(3):263–270
Zalazar-Garcia D, Román MC, Fernandez A, Asensio D, Zhang X, Fabani MP, Rodriguez R, Mazza G (2022) Exergy, energy, and sustainability assessments applied to RSM optimization of integrated convective air-drying with pretreatments to improve the nutritional quality of pumpkin seeds. Sustain Energy Technol Assess 49:101763
Zhang X, Duan X, Gao Z (2017) Experimental correlation of gas–liquid–solid mass transfer coefficient in a stirred tank using response surface methodology. Heat Mass Transf 53:3109–3118
Hemmati A, Ghaemi A (2021) Utilizing RSM for experimental modeling of mass transfer coefficients in a perforated rotating disc contactor (PRDC). Heat Mass Transf 57:1395–1410
Murugapoopathi S, Vasudevan D (2021) Experimental and numerical findings on VCR engine performance analysis on high FFA RSO biodiesel as fuel using RSM approach. Heat Mass Transf 57:495–513
Acknowledgements
We gratefully acknowledge the financial support of the Research Affairs Office at Shiraz University to support the cost of the conducted experiments (Grant # 99GCB1M215809).
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Competing interest
The authors declare that they have no conflict of interest.
Additional information
Publisher's note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Namjoo, M., Moradi, M., Niakousari, M. et al. Ultrasound-assisted air drying of cumin seeds: modeling and optimization by response surface method. Heat Mass Transfer 59, 1073–1091 (2023). https://doi.org/10.1007/s00231-022-03306-y
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00231-022-03306-y