ZHANG Hongqi, WEI Yixiang, CHEN Shujun. Fuzzy Evaluation Combined with Response Surface Method to Optimize the Formula of Millet Taigu Cake[J]. Science and Technology of Food Industry, 2022, 43(15): 244−250. (in Chinese with English abstract). doi: 10.13386/j.issn1002-0306.2022010140.
Citation: ZHANG Hongqi, WEI Yixiang, CHEN Shujun. Fuzzy Evaluation Combined with Response Surface Method to Optimize the Formula of Millet Taigu Cake[J]. Science and Technology of Food Industry, 2022, 43(15): 244−250. (in Chinese with English abstract). doi: 10.13386/j.issn1002-0306.2022010140.

Fuzzy Evaluation Combined with Response Surface Method to Optimize the Formula of Millet Taigu Cake

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  • Received Date: January 17, 2022
  • Available Online: May 30, 2022
  • Millet has high nutritional value. By adding it into Taigu cake to develop millet Taigu cake, the fuzzy mathematical sensory evaluation system of millet Taigu cake was established. In the single factor experiment, sensory score and hardness were used to evaluate millet Taigu cake. Response surface optimized the best recipe for Taigu cake. The results showed that the influence of various factors on the sensory score of millet Taigu cake from large to small was: Millet flour addition>white sugar addition>vegetable oil addition. The best formula of millet Taigu cake was eventually determined as follows: 74 g of wheat flour, 26 g of millet flour, 25 g of white sugar, 30 g of vegetable oil, 12.5 g of starch syrup, 17.5 g of water, 0.8 g of baking soda, 0.3 g of edible alkali, and 10 g of egg. Using this recipe, the sensory evaluation score of millet Taigu cake reached 85.46±2.12, which was consistent with the model prediction value of 85.11. Meanwhile, the millet Taigu cake with this formula had a high sensory score, yellow color, prominent aroma, and the taste was crisp and delicious.
  • [1]
    何勇林, 刘丹, 王帅, 等. 小米营养成分制备方法研究进展[J]. 食品安全质量检测学报,2017,8(6):2041−2046. [HE Y L, LIU D, WANG S, et al. Research progress on preparation of millet nutritional components[J]. Journal of Food Safety and Quality,2017,8(6):2041−2046. doi: 10.3969/j.issn.2095-0381.2017.06.017

    HE Y L, LIU D, WANG S, et al. Research progress on preparation of millet nutritional components[J]. Journal of Food Safety and Quality, 2017, 8(6): 2041-2046. doi: 10.3969/j.issn.2095-0381.2017.06.017
    [2]
    DIAS-MARTINS A M, PESSANHA K L F, PACHECO S, et al. Potential use of pearl millet (Pennisetum glaucum (L.) R. Br. ) in Brazil: Food security, processing, health benefits and nutritional products[J]. Food Research International,2018,109:175−186. doi: 10.1016/j.foodres.2018.04.023
    [3]
    FAN G Y, YUAN J C, ZHANG L N, et al. Nutrient composition of different foxtail millet seeds[J]. Agricultural Biotechnology,2018(5):35−37, 96.
    [4]
    KUMAR A, TOMER V, KAUR A, et al. Millets: A solution to agrarian and nutritional challenges[J]. Agriculture & Food Security,2018,7(1):1−15.
    [5]
    刘宇杰, 陈银焕, 杨修仕, 等. 小米营养及功能成分研究进展[J]. 粮食与油脂,2020,33(5):1−3. [LIU Y J, CHEN Y H, YANG X S, et al. Research progress on nutrition and functional components of millet[J]. Cereals and Oils,2020,33(5):1−3. doi: 10.3969/j.issn.1008-9578.2020.05.001

    LIU Y J, CHEN Y H, YANG X S, et al. Research progress on nutrition and functional components of millet[J]. Cereals and Oils, 2020, 33(5): 1-3. doi: 10.3969/j.issn.1008-9578.2020.05.001
    [6]
    张爱霞, 张佳丽, 赵巍, 等. 小米蛋白提取及营养评价[J]. 食品科技,2019,44(8):223−227. [ZHANG A X, ZHANG J L, ZHAO W, et al. Extraction and nutrition evaluation of millet protein[J]. Food Science and Technology,2019,44(8):223−227.

    ZHANG A X, ZHANG J L, ZHAO W, et al. Extraction and nutrition evaluation of millet protein[J]. Food Science and Technology, 2019, 44(8): 223-227.
    [7]
    薛月圆, 李鹏, 林勤保. 小米的化学成分及物理性质的研究进展[J]. 中国粮油学报,2008(3):199−203. [XUE Y Y, LI P, LING Q B. Research evolution on chemical component and physical character of foxtail millet[J]. Journal of the Chinese Cereals and Oils Association,2008(3):199−203.

    XUE Y Y, LI P, LING Q B. Research evolution on chemical component and physical character of foxtail millet[J]. Journal of the Chinese Cereals and Oils Association, 2008(3): 199-203.
    [8]
    郄倩茹, 胡萌萌, 张丽玲, 等. 小米油脂成分含量与小米粥感官品质的相关性[J]. 中国农业大学学报,2021,26(4):38−46. [QIE Q R, HU M M, ZHANG L L, et al. Correlation between vegetable oils contents and sensory quality in foxtail millet[J]. Journal of China Agricultural University,2021,26(4):38−46. doi: 10.11841/j.issn.1007-4333.2021.04.04

    QIE Q R, HU M M, ZHANG L L, et al. Correlation between vegetable oils contents and sensory quality in foxtail millet[J]. Journal of China Agricultural University, 2021, 26(4): 38-46. doi: 10.11841/j.issn.1007-4333.2021.04.04
    [9]
    SALEH A S M, ZHANG Q, CHEN J, et al. Millet grains: Nutritional quality, processing, and potential health benefits[J]. Comprehensive Reviews in Food Science and Food Safety,2013,12(3):281−295. doi: 10.1111/1541-4337.12012
    [10]
    高婧, 梁志宏. 小米功能成分及新产品研发进展[J]. 中国粮油学报,2021,36(3):169−177. [GAO J, LIANG Z H. Research progress of millet functional ingredients and new products development[J]. Journal of the Chinese Cereals and Oils Association,2021,36(3):169−177. doi: 10.3969/j.issn.1003-0174.2021.03.028

    GAO J, LIANG Z H. Research progress of millet functional ingredients and new products development[J]. Journal of the Chinese Cereals and Oils Association, 2021, 36(3): 169-177. doi: 10.3969/j.issn.1003-0174.2021.03.028
    [11]
    张超, 张晖, 李冀新. 小米的营养以及应用研究进展[J]. 中国粮油学报,2007(1):51−55, 78. [ZHANG C, ZHANG H, LI J X. Advances of millet research on nutrition and application[J]. Journal of the Chinese Cereals and Oils Association,2007(1):51−55, 78. doi: 10.3321/j.issn:1003-0174.2007.01.014

    ZHANG C, ZHANG H, LI J X. Advances of millet research on nutrition and application[J]. Journal of the Chinese Cereals and Oils Association, 2007(1): 51-55, 78. doi: 10.3321/j.issn:1003-0174.2007.01.014
    [12]
    李暮男, 兰凤英. 小米的营养保健功能及产品开发[J]. 农业工程,2017,7(2):84−90. [LI M N, LAN F Y. Nutritional health function and product development of millet[J]. Agricultural Engineering,2017,7(2):84−90. doi: 10.3969/j.issn.2095-1795.2017.02.024

    LI M N, LAN F Y. Nutritional health function and product development of millet[J]. Agricultural Engineering, 2017, 7(2): 84-90. doi: 10.3969/j.issn.2095-1795.2017.02.024
    [13]
    张倩茹, 尹蓉, 王贤萍, 等. 功能性葡萄籽太谷饼配方工艺的研究[J]. 食品研究与开发,2021,42(5):119−124. [ZHANG Q R, YIN R, WANG X P, et al. Study on the formula and production process of functional grape seed Taigu cake[J]. Food Research and Development,2021,42(5):119−124.

    ZHANG Q R, YIN R, WANG X P, et al. Study on the formula and production process of functional grape seed Taigu cake[J]. Food Research and Development, 2021, 42(5): 119-124.
    [14]
    杨利玲, 杜娟, 李艳, 等. 小米燕麦粗杂粮面包的研制[J]. 粮食与油脂,2017,30(9):49−52. [YANG L L, DU J, LI Y, et al. Development of millet oat coarse multigrain bread[J]. Cereals & Oils,2017,30(9):49−52. doi: 10.3969/j.issn.1008-9578.2017.09.014

    YANG L L, DU J, LI Y, et al. Development of millet oat coarse multigrain bread[J]. Cereals & Oils, 2017, 30(9): 49-52. doi: 10.3969/j.issn.1008-9578.2017.09.014
    [15]
    许蓓, 龚盛祥, 王正武. 模糊评判响应面法优化无糖明日叶曲奇配方[J]. 食品工业科技,2019,40(10):194−200. [XU B, GONG S X, WANG Z W. Fuzzy evaluation in response surface methodology for optimizing the formulation of sugar-free angelica keiskeikoidzumi cookies[J]. Science and Technology of Food Industry,2019,40(10):194−200.

    XU B, GONG S X, WANG Z W. Fuzzy evaluation in response surface methodology for optimizing the formulation of sugar-free angelica keiskeikoidzumi cookies[J]. Science and Technology of Food Industry, 2019, 40(10): 194-200.
    [16]
    庞震鹏. 小米-藜麦复配谷物浓浆配方及工艺研究[D]. 太原: 山西大学, 2016.

    PANG Z P. Study on formula and process of millet-quinoa mixed grain thick pulp[D]. Taiyuan: Shanxi University, 2016.
    [17]
    陈树俊, 吴梦月. 基于模糊数学感官评价法对红枣核桃粹配方的优化[J]. 食品研究与开发,2019,40(21):144−151. [CHEN S J, WU M Y. Optimization of jujube walnut crisp formula based on fuzzy mathematical sensory evaluation method[J]. Food Research and Development,2019,40(21):144−151.

    CHEN S J, WU M Y. Optimization of jujube walnut crisp formula based on fuzzy mathematical sensory evaluation method[J]. Food Research and Development, 2019, 40(21): 144-151.
    [18]
    李楠. 低GI马铃薯饼干研制及其降糖机制研究[D]. 北京: 中国农业科学院, 2020.

    LI N. Research on development of low GI potato biscuits and its hypoglycemic mechanism[D]. Beijing: Chinese Academy of Agricultural Sciences, 2020.
    [19]
    郭琪. 即食小米粥和小米粥油制备及功能特性研究[D]. 太原: 山西大学, 2021.

    GUO Q. Study on the preparation and functional properties of instant millet congee and millet congee oil[D]. Taiyuan: Shanxi University, 2021.
    [20]
    徐向波, 胡茂芩, 贾洪锋, 等. 小米黄油曲奇饼干的研制[J]. 粮食与油脂,2018,31(6):44−47. [XU X B, HU M Q, JIA H F, et al. Development of millet butter cookies[J]. Cereals and Oils,2018,31(6):44−47. doi: 10.3969/j.issn.1008-9578.2018.06.013

    XU X B, HU M Q, JIA H F, et al. Development of millet butter cookies[J]. Cereals and Oils, 2018, 31(6): 44-47. doi: 10.3969/j.issn.1008-9578.2018.06.013
    [21]
    李娜, 陈前, 李海峰, 等. 燕麦粉对小麦面团特性及饼干品质的影响[J]. 食品研究与开发,2021,42(1):134−140. [LI N, CHEN Q, LI H F, et al. Influence of oat flour on dough properties and biscuit quality[J]. Food Research and Development,2021,42(1):134−140.

    LI N, CHEN Q, LI H F, et al. Influence of oat flour on dough properties and biscuit quality[J]. Food Research and Development, 2021, 42(1): 134-140.
    [22]
    马文惠. 酥性饼干的实验室制作和品质评价方法的研究[D]. 郑州: 河南工业大学, 2012.

    MA W H. Study on the laboratory-making and evaluating method of short biscuit[D]. Zhengzhou: Henan University of Technology, 2012.
    [23]
    王庆佳. 海带酥性饼干加工技术及其淀粉消化特性的研究[D]. 福州: 福建农林大学, 2016.

    WANG Q J. Study on the processing technology of kelp crispy biscuit and digestive characters of starch[D]. Fuzhou: Fujian Agriculture and Forestry University, 2016.
    [24]
    郑艺梅, 傅银凤. 模糊数学结合响应面法优化发芽糙米百香果曲奇饼干配方及品质评价[J]. 粮食与油脂,2021,34(5):104−110. [ZHENG Y M, FU Y F. Quality evaluation and formula optimization of cookies of germinated brown rice with passion fruit by fuzzy mathematical combined response surface methodology[J]. Cereals and Oils,2021,34(5):104−110.

    ZHENG Y M, FU Y F. Quality evaluation and formula optimization of cookies of germinated brown rice with passion fruit by fuzzy mathematical combined response surface methodology[J]. Cereals and Oils, 2021, 34(5): 104-110.
    [25]
    陈倩. 小米品质性状分析及膨化饼和薄脆饼干工艺优化[D]. 杨凌: 西北农林科技大学, 2016.

    CHEN Q. Analyzes of quality traits of millet and process optimization of puffing cake and the crisp fritter biscuit[D]. Yangling: Northwest A & F University, 2016.
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