• Title/Summary/Keyword: response surface methodology(RSM)

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반응표면분석을 이용한 들깨잎차 볶음처리의 최적화 (Optimization of Roasted Perilla Leaf Tea Using Response Surface Methodology)

  • 한호석;박정혜;최희진;성태수;우희섭;최청
    • Applied Biological Chemistry
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    • 제47권1호
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    • pp.96-106
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    • 2004
  • 들깨잎차 개발을 목적으로 볶음처리 한 차의 관능적 특성 및 전자공여능 등을 조사하고 반응표면분석을 통한 최적화를 시도하였다. 중심합성계획에 따라 볶음온도 $140{\sim}220^{\circ}C$와 볶음시간 $5{\sim}25$분 등 두 가지 조절을 독립변수로 하고 관능검사를 통한 맛, 색, 향기와 전자공여능의 기능적 특성을 종속변수로 하여 측정한 결과를 statistical analysis system(SAS) program을 사용하여 들깻잎의 기능성 차 개발을 위한 볶음조건을 최적화 하였다. 깻잎차는 볶음처리에 따라 Hunter 색체계에서의 백색도(L)와 황색도(b)는 볶음시간과 볶음온도가 증가될수록 높아진 반면, 적색도(a)는 감소하는 경향을 나타내었다. DPPH에 의한 전자공여능은 볶음온도와 볶음시간이 1% 유의수준에서 영향을 미치며, 회귀식의 결정계수$(R^2)$는 0.9828로써 $220^{\circ}C$, 15분에서 볶음처리 했을 때 70.30%로 높게 나타났다. 깻잎차의 관능적 품질로써 맛, 색 및 향은 볶음처리와 더불어 기호도가 증가되었으며, 반응표면분석(RSM, response surface methodology)에 의해 볶음온도 $210{\sim}220^{\circ}C$,볶음시간 $10{\sim}20$분 범위를 최적 볶음조건으로 예측할 수 있었다. 최적볶음조건에 의해 만들어진 들깨잎차의 효소활성을 측정한 결과 tyrosinase, xanthine oxidase 및 전자공여능에서 각각 10.14, 14.37 및 59.19%의 저해효과를 보였다.

반응 표면 분석을 이용한 천문동 첨가 막걸리 재료 혼합물의 최적화 (Optimization of Ingredient for the Preparation of Asparagus cochinchinensis Makgeolli by Response Surface Methodology)

  • 김지영;박금순
    • 동아시아식생활학회지
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    • 제23권6호
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    • pp.799-809
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    • 2013
  • This study was performed to determine the optimal composition of a makgeolli administered nuruk, water and Asparagus cochinchinensis. The experiment was designed base on BBD (box-behnken design), and an evaluation was carried out by means of RSM (response surface methodology), which included 15 experimental points with 3 replicates for the three independent variables nuruk, water and Asparagus cochinchinensis. The nuruk levels were tested in a range of 10~30 g, the water levels in a range 120~180% and Asparagus cochinchinensis was tested within a range of 2~6% by the weight of cooked-rice. Using the F-test, brix and appearance were expressed as a linear model, whereas the pH, acidity, DPPH radical scavenging, L-value, savory taste, taste, fresh aroma, after swallow and overall acceptability were expressed as a quadratic model. Increased amount of Asparagus cochinchinensis led to the reduction of the sensory scores for appearance, flavor, taste, texture and overall quality. The optimum formulation by numerical and graphical method were similar: nuruk 24.50 g, water 174.95% and Asparagus cochinchinensis 2.40%.

Optimization of Ultraviolet Irradiate Conditions for Vitamin D2 Synthesis in Shitake Mushrooms (Lentinula edodes) by Using Response Surface Methodology

  • Zhang, Ya;Wu, Wei-Jie;Song, Geun-Seoup;Ahn, Byung-Yong
    • Journal of Applied Biological Chemistry
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    • 제58권1호
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    • pp.25-29
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    • 2015
  • The determination of the optimum conditions for the conversion of ergosterol to vitamin $D_2$ in shitake mushrooms (Lentinula edodes) was studied using response surface methodology (RSM). The effects of the three main variables ambient temperature ($20-40^{\circ}C$), exposure time (60-180 min), and irradiation intensity ($0.6-1.8W/m^2$) were investigated. According to the RSM ridge analysis, the optimum conditions were as follows: ambient temperature of $34.2^{\circ}C$, exposure time of 175.6 min, and irradiation intensity of $1.41W/m^2$. Under these optimum conditions, the maximum vitamin $D_2$ content of $117.93{\mu}g/g$ in shitake mushrooms was obtained, which agreed fairly well with the predicted value of $122.60{\mu}g/g$.

청국장${\cdot}$양파 첨가 피자 제조 : 1. 반응표면분석을 이용한 피자크러스트 제조의 최적화 (1. The development of Pizza with Chungkukjang and Onion : Optimization of Pizza Crust Preparation Using Response Surface Methodology)

  • 성채란;김창순
    • 한국식품조리과학회지
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    • 제23권4호통권100호
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    • pp.481-491
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    • 2007
  • This study was conducted to develop pizza crust with additions of Chungkukjang and onion. The stickiness of the pizza dough containing fresh Chungkukjang (C), heated Chungkukjang (HC), and fresh Chungkukjang with added dough-improver (CI), was measured to evaluate the dough properties. The optimum conditions for pizza crust preparation relating to the processing suitability and sensory quality were established using response surface methodology (RSM). When HC and CI were used in dough making, dough stickiness was reduced to 37% and 51%, respectively. Therefore, the dough-improver(2%) offered the pizza dough better rheological properties when C was used without heat treatment. On the other hand, processing suitability such as the spreadability and overall acceptability, which included the smell and taste of the pizza, were impaired as the amount of CI increased. However, the use of fresh ground onion in the pizza dough compensated for these impairments. The optimum conditions for pizza crust making as determined by RSM were 25.1% onion, 7.1% Chungkukjang, and 52.3 min of fermentation time.

반응 표면 분석에 의한 캐모마일(Anthemis nobilis) 첨가 홍차의 최적 추출조건 (Optimization of Extraction Condition for Black Tea with Chamomile (Anthemis nobilis) by Response Surface Methodology)

  • 임오준;변광인;이병구
    • 한국식품조리과학회지
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    • 제23권6호
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    • pp.954-960
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    • 2007
  • The study was designed to determine optimum extraction conditions, by the factorial design of 3 variables and 3 levels using an a RSM program. To determine the optimal conditions for the extraction of black tea with chamomile, the experimental design was applied. The independent factors were the extraction temperature ($60^{\circ}C$, $80^{\circ}C$, $100^{\circ}C$), extraction time (2 min, 4 min, 6 min), and chamomile addition (0.3%, 1.0%, 1.7%). By the RSM (response surface methodology) analysis of the black tea with chamomile extraction, we found that the extraction temperature greatly affected the extraction yield, brix, pH, and reducing sugar, caffeine, theobromine and theophillin contents. The optimum extraction time, temperature, and chamomile content were 4 min, $90^{\circ}C$, and $1.6{\sim}1.7%$, respectively.

Optimization of Conditions for the Maximum Bacteriocin Production of Enterococcus faecium DB1 Using Response Surface Methodology

  • Choi, Hye-Young;Kim, Joon-Soo;Kim, Wang-June
    • 한국축산식품학회지
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    • 제31권2호
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    • pp.176-182
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    • 2011
  • The bacteriocin-producing lactic acid bacteria Enterococcus faecium DB1 was isolated from Korean traditional gajami sikhae. Culture conditions were optimized by response surface methodology (RSM) to maximize bacteriocin DB1 production. E. faecium DB1 displayed the highest bacteriocin activity when grown in modified MRS medium containing sucrose, rather than glucose, as a carbon source. The effects of temperature, initial pH, and sucrose concentration were tested to determine the optimum conditions for maximum bacteriocin production by E. faecium DB1. A central composite design was used to control the three variables in the experiment. RSM revealed that the optimum values for bacteriocin production were 27.66 g/L sucrose, temperature of $34.37^{\circ}C$, and an initial pH of 6.54. A 2.08-fold increase in bacteriocin production was obtained with sucrose-containing MRS medium compared to production in standard MRS medium.

반응표면분석법을 이용한 소금대용 세발나물 첨가 쌀머핀의 품질특성 및 최적화 (Quality Characteristics and Optimization of Rice Muffins prepared by Substituting Salt with Spergularia marina L. Griseb using Response Surface Methodology)

  • 김다솔;신지훈;주나미
    • 한국식품영양학회지
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    • 제29권2호
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    • pp.186-199
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    • 2016
  • The purpose of this study was to determine the optimal composite recipe of rice muffins with 3 concentrations of Spergularia marina L. Griseb, sugar and grape seed oil, using central composite design. In addition, the mixing condition of rice muffins was optimized by subjecting it to sensory evaluation and mechanical and physicochemical analysis using response surface methodology (RSM). In regard to its antioxidant effects, Spergularia marina L. Griseb had a total phenol and flavonoid contents and DPPH free radical scavenging activity of 17.03 mg/g, 5.13 mg/g and 17.21%, respectively. The results of mechanical and physicochemical analysis showed significant values for lightness, redness, yellowness, hardness, springiness, chewiness, gumminess, cohesiveness, height, volume, weight, specific volume, loss rate, pH, moisture, sweetness and saltiness (p<0.05), and the results of sensory evaluation showed significant values for color, flavor, taste, softness, appearance and overall quality (p<0.05). As results, optimal sensory ratio was found to be 6.69 g of Spergularia marina L. Griseb, 41.89 g of sugar and 30.48 g of grape seed oil.

반응표면분석법을 이용한 초석잠 분말 첨가 쌀머핀의 품질특성 및 최적화 (Quality Characteristics and Optimization of Rice Muffin Containing Chinese Artichoke (Stachys sieboldii MIQ) Powder Using Response Surface Methodology)

  • 박영일;이선미;주나미
    • 대한영양사협회학술지
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    • 제20권3호
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    • pp.212-226
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    • 2014
  • The purpose of this study was to determine the optimal composite recipe of rice muffin using three different amounts of Chinese artichoke (Stachys sieboldii MIQ) powder, brown sugar, and egg. Response surface methodology (RSM) was used to obtain 16 experimental points (including three replicates of Chinese artichoke powder, brown sugar, and egg), and the Chinese artichoke rice muffin formulation was optimized using rheology. The results of the sensory evaluation showed very significant values for color, texture, sweetness, and overall quality (P<0.05). The results of the color, texture, and chemical analyses showed significant values for crumb redness (P<0.01), crumb yellowness (P<0.05), crust redness (P<0.05), crust yellowness (P<0.001), crust lightness (P<0.05), adhesiveness (P<0.01), springiness (P<0.001), gumminess (P<0.01), cohesiveness (P<0.05), moisture content (P<0.05), and sweetness (P<0.05). As a result, optimum formulations obtained by numerical and graphical methods were found to be 8.28 g of Chinese artichoke powder, 66.20 g of brown sugar, 111.72 g of sticky rice powder, 30 g of rice powder, and 59.37 g of egg.

반응표면분석법을 이용한 아로니아 식초 제조를 위한 발효조건 최적화 (Optimization of the Acetic Acid Fermentation for Aronia Vinegar using Response Surface Methodology)

  • 박희전;정소희;윤해훈;정지혜;송지영
    • 한국식품조리과학회지
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    • 제30권6호
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    • pp.792-799
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    • 2014
  • This study was conducted to determine the optimal conditions of acetic acid fermentation of aronia using the response surface methodology (RSM). Alcohol content of aronia wine was 13.1% after alcohol fermentation of aronia fruits. The optimal conditions of acetic acid fermentation were determined by five levels of initial aronia alcohol content, initial acetic acid content, and acetic acid bacteria, using the central composite design. The acetic acid yields, residual alcohol contents, pH, and color values (L, a, b) of acetic acid fermentation products were very significantly different ($p{\leq}0.01$), and were 26.34~57.82 g/L, 0.80~1.53%, 3.19~3.43, 47.58~71.00, 31.77~51.15, and 18.45~48.57, respectively. For the results, the optimal conditions of acetic acid fermentation of aronia were 7.78% of the initial alcohol concentration, 1.58% of the initial acetic acid, and 19.39% of the acetic acid bacteria.

우유 균질 조건 예측을 위한 반응표면방법론의 활용 (Applying Response Surface Methodology to Predict the Homogenization Efficiency of Milk)

  • 임성수;오세종
    • Journal of Dairy Science and Biotechnology
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    • 제41권1호
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    • pp.1-8
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    • 2023
  • Response surface methodology (RSM) is a statistical approach widely used in food processing to optimize the formulation, processing conditions, and quality of food products. The homogenization process is achieved by subjecting milk to high pressure, which breaks down fat globules and disperses fat more evenly throughout milk. This study focuses on an application of RSM including the logit transformation to predict the efficiency of milk homogenization, which can be maximized by minimizing the relative difference in fat percentage between the top part and the remainder of milk. To avoid a negative predicted value of the minimum of this proportion, the logit transformation is used to turn the proportion into the logit, whose possible values are real numbers. Then, the logit values are modeled and optimized. Subsequently, the logistic transformation is used to turn the predicted logit into the predicted proportion. From our model, the optimum condition for the maximized efficiency of milk homogenization was predicted as the combination of a homogenizer pressure of 30 MPa, a storage temperature of 10℃, and a storage period of 10 days. Additionally, with a combination of a homogenizer pressure of 30 MPa, a storage temperature of 10℃, and a storage period of 50 days, the level of milk homogenization was predicted to be acceptable, even with the problem of extrapolation taken into account.