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Biomass Conversion and Biorefinery
Erschienen in: Biomass Conversion and Biorefinery 1/2024

27.09.2023 | Original Article

Effect of pretreatments on drying characteristics, rehydration properties, and total energy consumption of carrot slices: comparison between thin layer mathematical modelling and artificial neural network modelling

verfasst von: Tolga Kağan Tepe

Erschienen in: Biomass Conversion and Biorefinery | Ausgabe 1/2024

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Abstract

The study presents the effect of blanching, ultrasound, and ethanol pretreatments on the drying characteristics and rehydration properties of carrot slices, comparison of modelling, and total energy consumption. After the pretreatments, water and solid loss and weight reduction were determined at the samples. The highest water loss (%), solid loss (%), and weight reduction (%) were detected at the samples immersed in 100% ethanol solution for 30 min with the values of 16.45, 4.67, and 21.12, respectively. All pretreatments accelerated drying rate and improved the rehydration rate of the samples. Pretreatment time had also positive contribution to drying rate and rehydration rate. The highest rehydration rate was observed at the samples immersed in 100% ethanol solution for 30 min as 5.81 ± 0.06. Additionally, moisture diffusion and mass transfer rate increased with the increment in drying rate. The highest moisture diffusivity (D) from Dincer and Dost model, effective moisture diffusivity (Deff) from Crank equation, and mass transfer coefficient (hm) values were calculated in the samples immersed in 100% ethanol solution for 30 min as 7.52 × 10−9 m2 s−1, 8.64 × 10−10 m2 s−1, and 8.15 × 10−7 m s−1, respectively. Pretreatments reduced the total energy consumption. The highest reduction rate was found in samples immersed in 100% ethanol solution for 30 min as 37.50%. Artificial neural network (ANN) modelling gave the best fitting with the highest determination coefficient (R2) values (0.9997–0.9999), lower the root mean square error (RMSE), and lower sum of square error (SSE) values (0.006740690–0.000900453 and 0.000818–0.00000162).
Vorheriger Artikel Initial characterization as an on-field decision-making tool for biological treatment of institutional wastes
Nächster Artikel Bioconversion of Lantana camara into an agricultural bioproduct through rotary drum composter

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Literatur
1.
Hasan MU, Malik AU, Ali S, Imtiaz A, Munir A, Amjad W, Anwar R (2019) Modern drying techniques in fruits and vegetables to overcome postharvest losses: a review. J Food Process Preserv 43(12):e14280CrossRef
2.
Banwo K, Olojede AO, Adesulu-Dahunsi AT, Verma, DK, Thakur M, Tripathy S, Singh S, Patel AR, Gupta AK, Aguilar CN, Utama GL (2021) Functional importance of bioactive compounds of foods with potential health benefits: a review on recent trends. Food Biosci 43:101320
3.
Gómez-García R, Campos DA, Aguilar CN, Madureira AR, Pintado M (2020) Valorization of melon fruit (Cucumis melo L.) by-products: phytochemical and biofunctional properties with emphasis on recent trends and advances. Trends Food Sci Technol 99:507–519CrossRef
4.
Tepe TK, Kadakal C (2022) Determination of drying characteristics, rehydration properties, and shrinkage ratio of convective dried melon slice with some pretreatments. J Food Process Preserv 46(6):e16544CrossRef
5.
Osae R, Essilfie G, Alolga RN, Akaba S, Song X, Owusu-Ansah P, Zhou C (2020) Application of non-thermal pretreatment techniques on agricultural products prior to drying: a review. J Sci Food Agric 100(6):2585–2599CrossRef
6.
Wankhade PK, Sapkal RS, Sapkal VS (2013) Drying characteristics of okra slices on drying in hot air dryer. Procedia Eng 51:371–374CrossRef
7.
Torki-Harchegani M, Ghasemi-Varnamkhasti M, Ghanbarian D, Sadeghi M, Tohidi M (2016) Dehydration characteristics and mathematical modelling of lemon slices drying undergoing oven treatment. Heat Mass Transf 52:281–289CrossRef
8.
Wang J, Law CL, Nema PK, Zhao JH, Liu ZL, Deng LZ et al (2018) Pulsed vacuum drying enhances drying kinetics and quality of lemon slices. J Food Eng 224:129–138CrossRef
9.
Tepe TK, Tepe B (2020) The comparison of drying and rehydration characteristics of intermittent-microwave and hot-air dried-apple slices. Heat Mass Transf 56(11):3047–3057CrossRef
10.
Doymaz İ (2017) Drying kinetics, rehydration and colour characteristics of convective hot-air drying of carrot slices. Heat Mass Transf 53:25–35CrossRef
11.
Yilmaz B, Cakmak H, Tavman S (2019) Ultrasonic pretreatment of carrot slices: effects of sonication source on drying kinetics and product quality. An Acad Bras Cienc 91
12.
Sonmete MH, Mengeş HO, Ertekin C, Özcan MM (2017) Mathematical modeling of thin layer drying of carrot slices by forced convection. J Food Meas Charact 11:629–638CrossRef
13.
Santos KC, Guedes JS, Rojas ML, Carvalho GR, Augusto PED (2021) Enhancing carrot convective drying by combining ethanol and ultrasound as pre-treatments: effect on product structure, quality, energy consumption, drying and rehydration kinetics. Ultrason Sonochem 70:105304CrossRef
14.
Ricce C, Rojas ML, Miano AC, Siche R, Augusto PED (2016) Ultrasound pre-treatment enhances the carrot drying and rehydration. Food Res Int 89:701–708CrossRef
15.
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 63:104950CrossRef
16.
Kumar Y, Sharanagat VS, Singh L, Nema PK (2020) Convective drying of spine gourd (Momordica dioica): effect of ultrasound pre-treatment on drying characteristics, color, and texture attributes. J Food Process Preserv 44(9):e14639CrossRef
17.
Bassey EJ, Cheng JH, Sun DW (2021) Novel nonthermal and thermal pretreatments for enhancing drying performance and improving quality of fruits and vegetables. Trends Food Sci Technol 112:137–148CrossRef
18.
Wang HO, Fu QQ, Chen SJ, Hu ZC, Xie HX (2018) Effect of hot-water blanching pretreatment on drying characteristics and product qualities for the novel integrated freeze-drying of apple slices. J Food Qual 2018:1–12CrossRef
19.
Hiranvarachat B, Devahastin S, Chiewchan N (2011) Effects of acid pretreatments on some physicochemical properties of carrot undergoing hot air drying. Food Bioprod Process 89(2):116–127CrossRef
20.
Jarahizadeh H, Taghian Dinani S (2019) Influence of applied time and power of ultrasonic pretreatment on convective drying of potato slices. Food Sci Biotechnol 28(2):365–376CrossRef
21.
Bozkir H, Ergün AR (2020) Effect of sonication and osmotic dehydration applications on the hot air drying kinetics and quality of persimmon. Lwt 131:109704CrossRef
22.
Wang J, Xiao HW, Ye JH, Wang J, Raghavan V (2019) Ultrasound pretreatment to enhance drying kinetics of kiwifruit (Actinidia deliciosa) slices: pros and cons. Food Bioprocess Technol 12:865–876CrossRef
23.
de Freitas LDC, Brandão SCR, Fernandes da Silva JH, Sá da Rocha OR, Azoubel PM (2021) Effect of ethanol and ultrasound pretreatments on pineapple convective drying. Food Technol Biotechnol 59(2):209–215CrossRef
24.
Bhargava N, Mor RS, Kumar K, Sharanagat VS (2021) Advances in application of ultrasound in food processing: a review. Ultrason Sonochem 70:105293CrossRef
25.
Beigi M (2017) Mass transfer parameters of celeriac during vacuum drying. Heat Mass Transf 53(4):1327–1334CrossRef
26.
Chen XD, Putranto A (2013) Modelling drying processes: a reaction engineering approach. Cambridge University, New YorkCrossRef
27.
Agrawal SG, Methekar RN (2017) Mathematical model for heat and mass transfer during convective drying of pumpkin. Food Bioprod Process 101:68–73CrossRef
28.
Dincer I, Dost S (1995) An analytical model for moisture diffusion in solid objects during drying. Dry Technol 13(1-2):425–435CrossRef
29.
Dincer I, Dost S (1996) A modelling study for moisture diffusivities and moisture transfer coefficients in drying of solid objects. Int J Energy Res 20(6):531–539CrossRef
30.
Dincer I, Hussain MM (2002) Development of a new Bi–Di correlation for solids drying. Int J Heat Mass Transf 45(15):3065–3069CrossRef
31.
Omari A, Behroozi-Khazaei N, Sharifian F (2018) Drying kinetic and artificial neural network modeling of mushroom drying process in microwave-hot air dryer. J Food Process Eng 41(7):e12849CrossRef
32.
Bai JW, Xiao HW, Ma HL, Zhou CS (2018) Artificial neural network modeling of drying kinetics and color changes of ginkgo biloba seeds during microwave drying process. J Food Qual 2018:1–8
33.
Cemeroğlu BS (2013) Food analysis. Bizim Grup Publisher, Ankara, Turkey
34.
Tepe FB (2022) Impact of pretreatments and hybrid microwave assisting on drying characteristics and bioactive properties of apple slices. J Food Process Preserv 46(10):e17067CrossRef
35.
Crank J (1975) The mathematics of diffusion. Clarendon Press
36.
Bezerra CV, da Silva LHM, Corrêa DF, Rodrigues AM (2015) A modeling study for moisture diffusivities and moisture transfer coefficients in drying of passion fruit peel. Int J Heat Mass Transf 85:750–755CrossRef
37.
Rajoriya D, Shewale SR, Hebbar HU (2019) Refractance window drying of apple slices: mass transfer phenomena and quality parameters. Food Bioprocess Technol 12:1646–1658CrossRef
38.
Dadan M, Nowacka M (2021) The assessment of the possibility of using ethanol and ultrasound to design the properties of dried carrot tissue. Appl Sci 11(2):689CrossRef
39.
Zhou C, Wang Z, Wang X, Yagoub AE, Ma H, Sun Y, Yu X (2021) Effects of tri-frequency ultrasound-ethanol pretreatment combined with infrared convection drying on the quality properties and drying characteristics of scallion stalk. J Sci Food Agric 101(7):2809–2817CrossRef
40.
Llavata B, García-Pérez JV, Simal S, Cárcel JA (2020) Innovative pre-treatments to enhance food drying: a current review. Curr Opin Food Sci 35:20–26CrossRef
41.
da Cunha RMC, Brandão SCR, de Medeiros RAB, da Silva Júnior EV, da Silva JHF, Azoubel PM (2020) Effect of ethanol pretreatment on melon convective drying. Food Chem 333:127502CrossRef
42.
Guedes JS, Santos KC, Castanha N, Rojas ML, Junior MDM, Lima DC, Augusto PE (2021) Structural modification on potato tissue and starch using ethanol pre-treatment and drying process. Food Struct 29:100202CrossRef
43.
Rani P, Tripathy PP (2019) Effect of ultrasound and chemical pretreatment on drying characteristics and quality attributes of hot air dried pineapple slices. J Food Sci Technol 56:4911–4924CrossRef
44.
Doymaz İ, Demir H, Yildirim A (2015) Drying of quince slices: effect of pretreatments on drying and rehydration characteristics. Chem Eng Commun 202(10):1271–1279CrossRef
45.
Sahin M, Doymaz İ (2017) Estimation of cauliflower mass transfer parameters during convective drying. Heat Mass Transf 53:507–517CrossRef
46.
Soydan M, Doymaz İ (2021) An experimental study on thin-layer drying drying characteristics of apple slices. Lat Am Appl Res 51(2):119–126
47.
Rojas ML, Augusto PED, Cárcel JA (2020) Ethanol pre-treatment to ultrasound-assisted convective drying of apple. Innovative Food Sci Emerg Technol 61:102328CrossRef
48.
Doymaz I (2014) Effect of blanching temperature and dipping time on drying time of broccoli. Food Sci Technol Int 20(2):149–157CrossRef
49.
Agarry SE, Ajani AO, Aremu MO (2013) Thin layer drying kinetics of pineapple: effect of blanching temperature–time combination. Nig J Basic Appl Sci 21(1):1–10
50.
Santos NC, Almeida RLJ, da Silva GM, Monteiro SS, Andre AMM (2020) Effect of ultrasound pre-treatment on the kinetics and thermodynamic properties of guava slices drying process. Innovative Food Sci Emerg Technol 66:102507CrossRef
51.
Fernandes FA, Gallão MI, Rodrigues S (2008) Effect of osmotic dehydration and ultrasound pre-treatment on cell structure: melon dehydration. LWT-Food Sci Technol 41(4):604–610CrossRef
52.
Miano AC, Ibarz A, Augusto PED (2016) Mechanisms for improving mass transfer in food with ultrasound technology: describing the phenomena in two model cases. Ultrason Sonochem 29:413–419CrossRef
53.
Beigi M (2016) Influence of drying air parameters on mass transfer characteristics of apple slices. Heat Mass Transf 52(10):2213–2221CrossRef
54.
Liu X, Hou H, Chen J (2013) Applicability of moisture transfer parameters estimated by correlation between Biot number and lag factor (Bi–G correlation) for convective drying of eggplant slices. Heat Mass Transf 49:1595–1601CrossRef
55.
Dincer I (1998) Moisture transfer analysis during drying of slab woods. Heat Mass Transf 34(4):317–320CrossRef
56.
Oladejo AO, Ekpene MAM, Onwude DI, Assian UE, Nkem OM (2021) Effects of ultrasound pretreatments on the drying kinetics of yellow cassava during convective hot air drying. J Food Process Preserv 45(3):e15251CrossRef
57.
Torki-Harchegani M, Ghanbarian D, Sadeghi M (2015) Estimation of whole lemon mass transfer parameters during hot air drying using different modelling methods. Heat Mass Transf 51:1121–1129CrossRef
58.
Lewis WK (1921) The rate of drying of solid materials. Ind Eng Chem 13(5):427–432CrossRef
59.
Henderson SM (1961) Grain drying theory, I. Temperature effect on drying coefficient. J Agric Eng Res 6(3):169–173
60.
Page GE (1949) Factors influencing the maximum rates of air drying shelled corn in thin layers. Purdue University
61.
Doymaz İ (2010) Effect of citric acid and blanching pre-treatments on drying and rehydration of Amasya red apples. Food Bioprod Process 88(2-3):124–132CrossRef
62.
Wang CY, Singh RP (1978) A single layer drying equation for rough rice (No. 78-3001, p. 33). ASAE paper
63.
Mina ZP, Kaseke T, Fadiji T, Fawole OA (2022) Effect of gum Arabic and ethanol pretreatments on drying kinetics and quality attributes of dried carrot slices. Heliyon e12037
64.
Murthy TPK, Manohar B (2014) Hot air drying characteristics of mango ginger: prediction of drying kinetics by mathematical modeling and artificial neural network. J Food Sci Technol 51:3712–3721CrossRef
65.
Yıldız AK, Polatcı H, Uçun H (2015) Farklı Kurutma Şartlarında Muz (Musa cavendishii) Meyvesinin Kurutulması ve Kurutma Kinetiğinin Yapay Sinir Ağları ile Modellenmesi. Tarım Makinaları Bilimi Dergisi 11(2):173–178
66.
Rasooli Sharabiani V, Kaveh M, Abdi R, Szymanek M, Tanaś W (2021) Estimation of moisture ratio for apple drying by convective and microwave methods using artificial neural network modeling. Sci Rep 11(1):1–12CrossRef
67.
Al-Amin M, Hossain MS, Iqbal A (2015) Effect of pre-treatments and drying methods on dehydration and rehydration characteristics of carrot. Univ J Food Nutr Sci 3(2):23–28CrossRef
68.
Dehghannya J, Seyed-Tabatabaei SR, Khakbaz Heshmati M, Ghanbarzadeh B (2021) Influence of three stage ultrasound—intermittent microwave—hot air drying of carrot on physical properties and energy consumption. Heat Mass Transf 57(12):1893–1907CrossRef
69.
Wang L, Xu B, Wei B, Zeng R (2018) Low frequency ultrasound pretreatment of carrot slices: effect on the moisture migration and quality attributes by intermediate-wave infrared radiation drying. Ultrason Sonochem 40:619–628CrossRef
70.
Horuz E, Jaafar HJ, Maskan M (2017) Ultrasonication as pretreatment for drying of tomato slices in a hot air–microwave hybrid oven. Dry Technol 35(7):849–859CrossRef
71.
Abbaspour-Gilandeh Y, Kaveh M, Fatemi H, Khalife E, Witrowa-Rajchert D, Nowacka M (2021) Effect of pretreatments on convective and infrared drying kinetics, energy consumption and quality of terebinth. Appl Sci 11(16):7672CrossRef
72.
Zhang Z, Liu Z, Liu C, Li D, Jiang N, Liu C (2016) Effects of ultrasound pretreatment on drying kinetics and quality parameters of button mushroom slices. Dry Technol 34(15):1791–1800CrossRef
73.
Rojas ML, Silveira I, Augusto PED (2020) Ultrasound and ethanol pre-treatments to improve convective drying: drying, rehydration and carotenoid content of pumpkin. Food Bioprod Process 119:20–30CrossRef
74.
Granella SJ, Bechlin TR, Christ D (2022) Moisture diffusion by the fractional-time model in convective drying with ultrasound-ethanol pretreatment of banana slices. Innovative Food Sci Emerg Technol 76:102933CrossRef
Metadaten
Titel
Effect of pretreatments on drying characteristics, rehydration properties, and total energy consumption of carrot slices: comparison between thin layer mathematical modelling and artificial neural network modelling
verfasst von
Tolga Kağan Tepe
Publikationsdatum
27.09.2023
Verlag
Springer Berlin Heidelberg
Erschienen in
Biomass Conversion and Biorefinery / Ausgabe 1/2024
Print ISSN: 2190-6815
Elektronische ISSN: 2190-6823
DOI
https://doi.org/10.1007/s13399-023-04925-z

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