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전자코를 이용한 두부의 저장특성 분석 주성분 분석과 군집분석을 이용하여 -

Characteristics of Shelf-life of Soybean Curd by Electronic Noses - Using PCA and cluster analysis


초록

An electronic noses system including six metal oxide sensors was used to predict the characteristics of shelf-life of soybean curd. Soybean curd was stored at two different temperatures defined as low temperature(5$\^{C}$) and high temperature(25$\^{C}$). Resistance changes of the sensors were measured 13 times for 19 days at low temperature and 19 times for 120 hours at high temperature. Three different analytical methods such as graphical analysis(GA), principal component analysis(PCA), and cluster analysis(CA) were used to analyze sensors outputs. The ratio of resistance was decreased according to increasement of shelf-life. Using PCA it was possible to predict freshness and shelf-life time of soybean curds. Also, using CA it was possible to simplify an electronic nose system. Electronic nose system could be an efficient method to predict shelf-life and to evaluate quality in foods.

키워드

참고문헌

  1. Cereal Foods World v.40 Sensory technology for flavor analysis Hodgins D.;D. Simmonds
  2. Sensors and Actuators -B- Chemical Biochemical Sensors v.26 The development of an electronic 'nose' for industrial and environmental applications Hodgins D.
  3. The Journal of Korean Institute of Electrical and Electronic Material Engineers v.8 no.4 Technical trend of electronic nose system Hong H. K.;H. S. Park.;D. H. yun.;H. W. Shin;C. H. Kwon;K. C. Lee
  4. Korean J. Food Sci. Technol v.30 전자코(Electronic Nose)에 의한 식품의 향미 분석 Kim S. L.
  5. Sensors and Actuators -B- Chemical Biochemical Sensors v.72 no.1 Milk-sense;a volatile sensing system recognises spoilarge bacteria and yeasts in milk Naresh M.;P. Alex.;I. Chrysanthakis https://doi.org/10.1016/S0925-4005(00)00621-3
  6. Korean J. Food Sci. v.30 Prediction of fermentation time of Korean style soybean paste by using the portable electronic nose Noh B. S.;Y. M. Yang;T. S. Lee;H. K. Hong;C. H. Kwon;Y. K. Sung
  7. Food Engineering Progress v.3 no.1 Prediction of freshness for milk by the portable electronic nose Yang Y. M.;B. S. Noh.;H. K. Hong

피인용 문헌

  1. Analysis of Gel Powders Created from Different Acorn Crude Starches to Determine Country of Origin vol.41, pp.6, 2012, https://doi.org/10.3746/jkfn.2012.41.6.816
  2. Effect of Light Emitting Diode and Fluorescent Light on Volatile Profiles of Soybean Oil during Storage vol.45, pp.6, 2013, https://doi.org/10.9721/KJFST.2013.45.6.763