scholarly journals PREDIKSI UMUR SIMPAN DAN NILAI PENURUNAN MUTU TELUR ASIN PRESTO PADA PENYIMPANAN SUHU RENDAH

2021 ◽  
Vol 1 (2) ◽  
pp. 59-64
Author(s):  
Nurul Asiah
Keyword(s):  
Survival Analysis ◽  
Shelf Life ◽  
Water Content ◽  
Storage Temperature ◽  
Quality Parameter ◽  
Quality Change ◽  
Low Temperature Storage ◽  
Brick Powder ◽  
Third Stage ◽  
Egg Yolks

Telur asin merupakan salah satu makanan tradisional Indonesia yang mudah mengalami penurunan mutu selama proses penyimpanan. Salah satu metode untuk mempertahankan mutu dan memperpanjang umur simpan adalah dengan penyimpanan suhu rendah. Penelitian ini dilakukan dengan tujuan mengetahui umur simpan dan penurunan mutu telur asin presto selama penyimpanan suhu rendah. Penelitian ini dilakukan dengan beberapa tahap. Tahap pertama adalah pemeraman telur itik selama 7 hari dengan menggunakan adonan garam dengan konsentrasi garam sebanyak 22,5% terdiri dari campuran serbuk batu bata halus, abu gosok, garam dan air dengan perbandingan 15:6:9:1 (b/b). Tahap kedua adalah pematangan dengan presto selama 20 menit. Proses pematangan dengan presto dipilih karena lebih cepat. Tahap ketiga adalah prediksi umur simpan telur asin dengan metode survival analysis. Tahap keempat adalah pengujian mutu (kadar air, pH dan warna) awal dan akhir telur asin. Hasil menunjukkan bahwa umur simpan telur asin presto pada penyimpanan suhu 4°C adalah 8 hari. Kadar air merupakan parameter mutu yang mengalami penurunan mutu paling besar, yaitu 7,13 % pada putih telur dan 15,46% pada kuning telur. Sedangkan pH dan warna hanya mengalami perubahan nilai sebesar ± 2 digit.  ABSTRACT: Salted egg is one of Indonesia's traditional foods that is easily degraded during storage. One method to maintain the quality and extend shelf life is store in low temperatures. This research was conducted with the aim of knowing the shelf life and quality change of presto salted egg during low temperature storage. This research was conducted in several stages. The first stage was ripening of duck eggs for 7 days using salt mixture with salt concentration of 22,5% consist of fine brick powder, rubbing ash, salt and water with ratio of 15:6:9:1 (w/w). The second stage was cooking with presto for 20 minutes. The cooking in presto pan was chosen because faster prosess. The third stage was shelf life prediction of salted eggs with a survival analysis method. The fourth step was analyzing the quality change of salted egg (water content, pH and color) at the beginning and end of storage. The results showed that predicted shelf life of salted eggs at a storage temperature of 4°C was 8 days. Water content was the highest quality parameter that changes ie 7,13% in egg whites and 15,46% in egg yolks. While the pH and color value only changes ± 2 digits. Keywords: presto, quality, salted egg, shelf life

scholarly journals Masa simpan tempe dalam pengemas edible film tapioka termodifikasi [Shelf life of tempe wrapped by modified-tapioca edible film]

2021 ◽  
Vol 26 (1) ◽  
pp. 45
Author(s):  
Maria Erna Kustyawati ◽  
Dian Santoso Manalu ◽  
Murhadi Murhadi ◽  
Ahmad Sapta Zuidar ◽  
Diki Danar Tri Winanti
Keyword(s):  
Shelf Life ◽  
Water Content ◽  
Storage Temperature ◽  
Edible Films ◽  
Quality Parameter ◽  
Edible Film ◽  
Arrhenius Model ◽  
Life Estimation ◽  
Randomized Design ◽  
Completely Randomized Design

Edible film made up of modified tapioca was used to wrap tempeh and its shelf life estimation was determined. The edible films must be capable of evenly aerating and maintaining moisture without causing condensation in order mycelium to be able to grow and produce high-quality tempeh. The experiment was carried out in completely randomized design with two main factors of storage temperature and time. An accelerated shelf life test at 17oC, 27oC, and 37oC with an Arrhenius model was used to calculate the shelf life, and water content was used as quality parameter indicator. The result showed that modified-tapioca based edible film made from fermentation of tapioca by Saccharomyces cerevisiae was characterized as having elongation of 11.40 %, tensile strength of 408.37 MPa, thickness of 0.88 mm and WVTR of 12.60 g/m2/h. Rate constant of water content decrease in edible film wrapped tempeh based on Arrhenius model was 0.3832 % day-1 and Ea was 10.296 kkal/gmol, while that of in PP-plastic wrapped tempeh was 0.3831% day-1 and Ea was 9.998 kkal/gmol. The shelf life of edible film wrapped tempeh was 9.39 days at 27oC, 5.18 days at 27oC, and 2.96 days at 37oC, while shelf life of PP-plastic wrapped tempeh was 8.64 days at 17oC, 4.85 days at 27 oC, and 2.82 days at 37oC. Therefore, it can be concluded that modified tapioca based edible film increased the shelf life of tempeh.

scholarly journals Survival Analysis to Predict How Color Influences the Shelf Life of Strawberry Leather

Foods ◽  
2022 ◽  
Vol 11 (2) ◽  
pp. 218
Author(s):  
Raquel da Silva Simão ◽  
Jaqueline Oliveira de de Moraes ◽  
Julia Beims Lopes ◽  
Ana Caroline Cichella Frabetti ◽  
Bruno Augusto Mattar Carciofi ◽  
...  
Keyword(s):  
Survival Analysis ◽  
Shelf Life ◽  
Color Change ◽  
Light Emitting Diode ◽  
Storage Conditions ◽  
Quality Parameter ◽  
Current Status ◽  
Anthocyanin Content ◽  
Total Anthocyanin ◽  
Color Changes

Color change of fruit-based products during storage is an important quality parameter to determine their shelf life. In this study, a combination of relative humidity (RH) and illumination was evaluated on the stability of strawberry leathers. Samples were conditioned at 25 °C, in chambers with RH of 22.5% and 52.3% and under two levels of illumination (no illumination and with a light-emitting diode (LED) illumination at 1010 lx). Samples were analyzed during storage by instrumental color measurements, total anthocyanin content, and consumers’ acceptance/rejection of the product color. Current-status survival analysis was performed to estimate the sensory-based shelf-life of the strawberry leather. The chromatic parameters (a* and ΔE* values) and anthocyanin content changed with increasing storage time and RH, fitting a first-order fractional conversion model. Samples conditioned at the higher RH showed a higher reduction of a* values and anthocyanins losses when stored under LED illumination than those without illumination. The increase of RH resulted in a faster increase of the consumer rejection probability and a shorter shelf life of the strawberry leather. For 50% of consumers’ rejection, the sensory shelf life of the strawberry leather equilibrated at 22.5% RH was estimated as at least 54 days, while it was reduced to approximately 2 days at 52.3% RH. The red chromatic parameter (a* value) strongly correlated to the percentage of consumer rejection in all storage conditions, suggesting that this analytical parameter can be useful as a predictor of strawberry leather’s shelf life. Therefore, the results of this study show the applicability of an approach that integrates instrumental and sensory data to acquire faster information on color changes during the storage of strawberry leather and product shelf-life prediction.

scholarly journals Germination and Water Content of Cocoa Seeds After Storage Treatments

2018 ◽  
Vol 34 (3) ◽  
pp. 146-155
Author(s):  
Indah Anita-Sari ◽  
Bayu Setyawan ◽  
Agung Wahyu Susilo
Keyword(s):  
Shelf Life ◽  
Water Content ◽  
Storage Temperature ◽  
Seed Viability ◽  
Vacuum Packaging ◽  
Recalcitrant Seed ◽  
R Program ◽  
Randomized Design ◽  
The Stability ◽  
And Storage

The challenge of providing cocoa seeds is the characteristic of recalcitrant seed, thus requiring storage techniques that can slow down the decline in seed viability in an effort to manage the distribution of cocoa seeds which depend to the time of demand and harvest. The research aimed to study the effect ofpackaging method for storage of cocoa seeds; the effect of shelf life and temperature to germination and water content of seeds, and the stability of seed germination at different age and storage temperature. The research was conducted at Kaliwining Experimental Station, Indonesian Coffee and Cocoa Research Institute, Jember, East Java. The research used complete randomized design with research design using split plot. The treatments consisted of packaging methods, storage temperature and storage life. Packaging methods consisted of two methods, i.e. vacuum methods and non vacuum methods. Storage temperature consisted of three treatments, i.e. 15OC, 25OC and 30OC. both of packaging and temperature treatments were stored at four shelf life treatment included 1 week, 2 weeks, 3 weeks, and 4 weeks. Each treatment was repeated with three replications and each treatment per replication consisted of 50 seeds. Data analysis used SAS 9.0 and stability analysis used R program and PB Tool. Water content of seeds, germination of seeds and number of seedy seeds were observed. The results showed that type of packaging and storage temperature effect to germination of cocoa seeds but did not effect to seeds water content. Storage of cocoa seeds by non-vacuum packaging showed a higher of germination compared to vacuum packaging in all temperature treatments. Storage with non vacuum packaging at a temperature 25OC showed a germination more than 85% for 2 weeks of shelf life, while storage of cocoa seeds at a temperature of 30OC had a germination of more than 85% for only 1 week shelf life. Storage of cocoa seed at 15OC showed the lowest of germination at treatment. Storage treatments did not show effect on water content of cocoa seeds.

scholarly journals UMUR SIMPAN KOPI LENGKUAS INSTAN MENGGUNAKAN METODE ACCELERATED SHELF LIFE TESTING (ASLT) DENGAN PENDEKATAN PERSAMAAN ARRHENIUS

BUANA SAINS ◽  
2020 ◽  
Vol 19 (2) ◽  
pp. 31
Author(s):  
Ratih Yuniastri ◽  
Ismawati Ismawati ◽  
Dyah Ayu Fajarianingtyas
Keyword(s):  
Shelf Life ◽  
Water Content ◽  
Storage Temperature ◽  
Block Design ◽  
Initial Water Content ◽  
Content Increase ◽  
Life Testing ◽  
Initial Water ◽  
Randomized Block Design ◽  
Processed Products

Galangal is one of the herbaceous plants that thrive in the Sumenep area and has been utilized by one of the Agro-industries in this area to become an instant galangal coffee product. Galangal processed products are one way to extend the shelf life of galangal. A decrease in quality during product storage can have an impact on the shelf of the product. To provide food safety guarantees for consumers and to support the creation of food independence, information about the shelf life of this product needs to be included. This research is to estimate the shelf life of instant galangal coffee products using the Accelerated Shelf Life Testing (ASLT) method with the Arrhenius approach, using a randomized block design (RBD). An increase in color and water content of instant galangal coffee indicates a decrease in product quality during the storage process. The parameter used to estimate the shelf life of products based on research results is water content. The initial water content of 5,237% with a critical water content of 18,67% and based on the Arrhenius equation the rate of water content increase was K = 656,94.e-3150,7(1/T). The shelf life of the instant galangal coffe product under study was 671 days at storage temperature 30oC; 411 days at 45oC: and 352 days at 50oC wit RH condition maintained at 70%.

PENDUGAAN UMUR SIMPAN MENGGUNAKAN METODE ACCELERATED SHELF LIFE TEST (ASLT) MODEL ARRHENIUS PADA JAMU “SARI RAPET SUPER”

2019 ◽  
Vol 1 (2) ◽  
pp. 37-42
Author(s):  
Rika Diananing Putri
Keyword(s):  
Herbal Medicine ◽  
Physical Fitness ◽  
Shelf Life ◽  
Traditional Medicine ◽  
Water Content ◽  
Functional Food ◽  
Storage Temperature ◽  
Life Test ◽  
Arrhenius Model ◽  
Great Demand

Shelf life is one thing that must be observed by consumers in using a product. Herbal medicine is a functional food that is in great demand by most people and is still attached to and is a traditional medicine that is efficacious in maintaining physical fitness. Herbal medicine products in circulation and much in demand by consumers, especially women, are "Sari Rapet Super" herbs. The purpose of this study was to estimate the shelf life using the Accelerated Shelf Life Test (ASLT) method with the Arrhenius model. The parameters used are the water content with storage treatment at temperatures 25, 35, 45 and observed on days 0, 1, 5, 10, 15, 20 for one month. Storage with packaging and without packaging. The results obtained, the water content at each storage temperature has decreased. Estimation of shelf life in the treatment of temperature differences with water content parameters is not influential and results in shelf life for the same period. Temperature 25 for = 34.82665831 (1 month 3 days), temperature 35 = 35.3338706 and temperature 45 = 33.38062522 while without packaging at temperature 25 = 10.98902468, temperature 35 = 9.598185153, and temperature 45 = 10 , 95095319. Keyword: Herbal medicine, shelf life, ASLT, Arrhenius Shelf life is one thing that must be observed by consumers in using a product. Herbal medicine is a functional food that is in great demand by most people and is still attached to and is a traditional medicine that is efficacious in maintaining physical fitness. Herbal medicine products in circulation and much in demand by consumers, especially women, are "Sari Rapet Super" herbs. The purpose of this study was to estimate the shelf life using the Accelerated Shelf Life Test (ASLT) method with the Arrhenius model. The parameters used are the water content with storage treatment at temperatures 25, 35, 45 and observed on days 0, 1, 5, 10, 15, 20 for one month. Storage with packaging and without packaging. The results obtained, the water content at each storage temperature has decreased. Estimation of shelf life in the treatment of temperature differences with water content parameters is not influential and results in shelf life for the same period. Temperature 25 for = 34.82665831 (1 month 3 days), temperature 35 = 35.3338706 and temperature 45 = 33.38062522 while without packaging at temperature 25 = 10.98902468, temperature 35 = 9.598185153, and temperature 45 = 10 , 95095319.  

scholarly journals PENENTUAN UMUR SIMPAN CUKA KAKAO MENGGUNAKAN METODE ACCELERATED SHELF-LIFE TESTING (ASLT) DENGAN PENDEKATAN ARRHENIUS

2018 ◽  
Vol 6 (2) ◽  
pp. 135
Author(s):  
Ni Wayan Sukmayanti ◽  
G.P. Ganda Putra ◽  
Lutfi Suhendra
Keyword(s):  
Acetic Acid ◽  
Shelf Life ◽  
Storage Temperature ◽  
Total Suspended Solid ◽  
Suspended Solid ◽  
Temperature Treatment ◽  
Cocoa Bean ◽  
Life Testing ◽  
Quality Change ◽  
Cocoa Bean Fermentation

Cocoa vinegar is a fermented vinegar produced from a product of cocoa bean fermentation. The aims of this study were to determine quality change of cocoa vinegar during retention and determine its self-life by using Accelerated Shelf-Life Testing (ASLT) method by Arrhenius Equation Approach. This research was conducted by using one factor, and it was storage temperature treatment that consisting of 3 levels, 30, 40 and 50?C. Retention and observation start from 0 week until 16 weeks, with parameters that observe were acetic acid, pH, total suspended solid and turbidity. Cocoa vinegar has decreased quality during storage, at 30?C, 40?C and 50?C. During storage of the three temperatures, the temperature of 50?C suffered the most rapid deterioration with the characteristic of decreasing the acetic acid content by more than 50%, and the increase of pH, total suspended solid and turbidity on the 63rd day. Shelf life of cocoa vinegar by using the characteristic of acetic acid with linear regression equation y = -4624.x + 10.30 with R² = 0.999.at storage from temperature 10, 20, 30, 40, and 50?C respectively were 431 days (14.3 months). 246 days (8.20 months). 146 days (4.86 months). 89 days (2.96 months).and 56 days (1.86 months). Keywords: vinegar of cocoa, self-life prediction, ASLT method

scholarly journals Pendugaan Umur Simpan Tepung Jamur Tiram Putih (Pleurotus ostreatus) Pada Kemasan Plastik Polietilen dengan Metode Akselerasi

2020 ◽  
Vol 19 (2) ◽  
pp. 95
Author(s):  
Sussi Astuti ◽  
Sri Setyani ◽  
Suharyono Suharyono ◽  
Muhammad Nurreza Nurreza H
Keyword(s):  
Shelf Life ◽  
Protein Content ◽  
Water Content ◽  
Arrhenius Equation ◽  
Storage Temperature ◽  
Equation Model ◽  
Oyster Mushroom ◽  
Microsoft Excel ◽  
Plastic Packaging ◽  
Accelerated Storage

The aim of the research was to determine the shelf life of white oyster mushroom flour in polyethylene plastic packaging with the Arrhenius method. The study was arranged descriptively with two replications. White oyster mushroom flour was stored at three storage temperature conditions, i.e. 30oC, 40oC and 50o C in polyethylene plastic packaging with a thickness of 0.03 mm and stored for one month (28 days). Observations were made on water content, levels of free fatty acids, protein content, flavour and color of white oyster mushroom flour every once a week i.e. on days 0, 7, 14, 21 and 28. The data obtained were used to determine the shelf life of white oyster mushroom flour using acceleration (accelerated storage) method with Arrhenius equation model using Microsoft Excel software. The results showed that the shelf life of white oyster mushroom flour in polyethylene plastic packaging thickness of 0.03 mm using the Arrhenius method was set at a temperature of 30o C based on the parameters of the zero reaction protein content, which was 130.67 days (4.3 months). White oyster mushroom flour in polyethylene plastic packaging thickness of 0.03 mm during storage temperature of 30o C, 40o C, and 50o C tends to decrease protein content, color and aroma, but experience an increase in free fatty acid levels. White oyster mushroom flour in polyethylene plastic packaging at 30o C tends to increase in water content during storage, and decreased water content at 40o C and 50o C.

scholarly journals Effectiveness of the Ruku-ruku Leaf Solution (Ocimum sanctum) as a Natural Preservative in Indian Mackerel (Rastrelliger sp.) during Low-temperature Storage

2019 ◽  
pp. 1-13
Author(s):  
Muhammad Heffiqri Riady ◽  
Iis Rostini ◽  
Yuli Andriani ◽  
Rusky Intan Pratama
Keyword(s):  
Weight Loss ◽  
Low Temperature ◽  
Shelf Life ◽  
Water Content ◽  
Research Method ◽  
Ocimum Sanctum ◽  
Soaking Time ◽  
Indian Mackerel ◽  
Low Temperature Storage ◽  
Temperature Storage

This research was conducted to determine the shelf life of Indian mackerel by giving ruku-ruku leaf solution at different concentrations on phytochemical test, amount of bacteria, degree of acidity (pH), weight loss, and water content in Indian mackerel during low-temperature storage. The study was conducted at the Laboratory of Fisheries Product Processing, University of Padjadjaran, Jatinangor. The research method used is an experimental method with 4 treatments. Ruku-ruku leaf solution treatments concentration were 0%, 10%, 30%, and 50%, soaking time 30 minutes, then stored at low-temperature (5-10ºC). Observations were made on days 1, 3, 6, and 7 for Indian mackerel concentration of 0% or control (without soaking of ruku-ruku leaf solution) while treatment with ruku-ruku leaf solution 10%, 30%, and 50% were carried out at days 1, 3, 6, 7, 8, 9, 10, 11, 12, and 13. The parameters observed included phytochemical test, amount of bacteria, degree of acidity (pH), weight loss, and water content. The results of research showed that the use of a ruku-ruku leaf solution with concentration 30% on Indian mackerel during low-temperature storage has the longest shelf life that is until the 13th day with amount of bacteria 6,90 × 107 cfu/g, degree of acidity (pH ) at 6,95, weight loss at 9,52% and water content at 65,32%.

scholarly journals Storage Temperature and Atmosphere Alleviates Chilling Injury of Marula (Sclerocarya birrea subspecies caffra) Fruit

2021 ◽  
pp. 28-44
Author(s):  
Agisanyang Tautsagae ◽  
Vallantino Emongor ◽  
Seoleseng Tshwenyane ◽  
Cornelia Gwatidzo
Keyword(s):  
Low Temperature ◽  
Shelf Life ◽  
Electrolyte Leakage ◽  
Storage Temperature ◽  
Chilling Injury ◽  
Modified Atmosphere Packaging ◽  
Proline Content ◽  
Low Temperature Storage ◽  
Sclerocarya Birrea ◽  
Temperature Storage

Low temperature storage is the most effective technology for keeping quality and extending the postharvest life of fresh horticultural produce. However, horticultural produce of tropical and subtropical in origin such as marula fruit are susceptible to chilling injury (CI) when stored at temperatures below their critical minimum temperatures. Therefore, low temperature storage alone is not ideal for produce of tropical and subtropical in origin. The aim of this research was to elucidate the influence of modified atmosphere packaging (MAP) on CI of marula fruits. Storage temperature below 12ºC significantly (P < 0.05) increased CI incidence and severity, and proline content of marula fruit. Marula fruit in MAP had significantly (P < 0.05) lower electrolyte leakage than fruit stored in Air. The results further showed that marula fruit stored at 12?C in MAP had significantly longer shelf-life of 21 days than fruits in Air stored at various temperatures which had a shorter shelf life. It was concluded that marula fruits be stored in MAP at 12°C plus 90-95% RH to alleviate CI incidence and severity and maintain fruit quality and extend shelf-life. Keywords: Marula Fruit; MAP; Chilling Injury; Proline Content; Electrolyte Leakage

scholarly journals Pendugaan Umur Simpan Tomat (Lycopersium esculentum Mill) berdasarkan Kandungan Total Padatan Terlarut dengan Model Arrhenius dan Q10

2019 ◽  
Vol 12 (1) ◽  
pp. 32-38
Author(s):  
Rita Khathir ◽  
Sarmedi Sarmedi ◽  
Bambang Sukarno Putra ◽  
Raida Agustina
Keyword(s):  
Vitamin C ◽  
Shelf Life ◽  
Storage Temperature ◽  
Quality Parameter ◽  
Total Soluble Solid ◽  
Arrhenius Model ◽  
Q10 Value ◽  
Life Estimation ◽  
Soluble Solid ◽  
Energy Activation

Abstrak. Informasi umur simpan tomat sangat penting untuk proses penanganan pasca panennya sehingga dapat mengurangi resiko kerugian yang dihadapi oleh para petani dan pedagang. Penelitian ini bertujuan untuk mengetahui apakah model Arrhenius dan Q10 dapat digunakan untuk menduga umur simpan tomat berdasarkan nilai total padatan terlarut (TPT). Tomat segar terbaik yang diperoleh dari pasar induk disimpan dengan 3 variasi suhu ekstrim yaitu 50˚C, 60˚C dan 70 ˚C. Selama penyimpanan tersebut dilakukan pengamatan nilai TPT setiap 1 jam sekali, sampai keadaan tomat sudah tidak layak untuk dikonsumsikan lagi. Peralatan yang digunakan adalah refraktometer digital. Analisis model Arrhenius dilakukan dengan pendekatan persamaan linier. Pendugaan umur simpan dilakukan dengan metode Q10. Hasil penelitian menunjukkan bahwa model Arrhenius perubahan TPT tomat adalah k = 7,46x1012. e -8666/T . Energi aktivasi perubahan TPT buah tomat adalah 17.158 kal/mol. Nilai Q10 diperoleh sebesar 2,18. Pendugaan umur simpan dapat dilakukan dengan pendekatan ini baik menggunakan basis suhu penyimpanan 10 maupun 30 °C. Umur simpan tomat pada suhu 30 °C adalah 4,4 dan 5 hari, sedangkan umur simpan tomat pada suhu 10 °C adalah 21 dan 23,8 hari. Perlu penelitian lanjutan untuk menduga umur simpan tomat menggunakan parameter mutu lain seperti vitamin C dan kekerasan untuk meningkatkan validitas hasil pendugaan umur simpannya.  The prediction of Tomato shelf life Based on Its Total Soluble Solid by Using Arrhenius and Q10 Model Abstract. The information about shelf life of tomato is necessary for its post harvest handling to reduce the loss facing by farmers and sellers. The study aimed to observe that the Arrhenius model and Q10 can be used to estimate the shelf life of tomatoes based on its total soluble solid (TSS). The fresh tomatoes obtained from the market were stored at three extreme temperatures i.e. 50˚C, 60 ˚C, and 70 ˚C. During the storing, the TSS was analyzed every hour, until the tomatoes quality was decreased. The TSS was observed by using refractometer. The Arrhenius model were evaluate through the TSS model in linier model. The shelf life estimation were calculated by Q10 method. Results showed that the Arrhenius model of TSS changes in tomatoes was k = k = 7.46x1012. e -8,666/T. The energy activation of TSS changes was about 17,158 kal/mol. The Q10 value was 2.18. The estimation of tomato shelf life can be run successfully by using the Arrhenius and Q10 approach, both at storage temperature basis of 10 and 30 °C. The shelf life of tomatoes at storage temperature 30 were 4.4 and 5 days, respectively, whereas at storage temperature 10 °C were 21 and 23.8 days, respectively. Therefore it is recommended for the further study to evaluate the other quality parameter changes such as vitamin C and hardness to improve the model.

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