模糊集在食品质量评价中的应用

N. Perrot, C. Bonazzi, G. Trystram, F. Guély
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引用次数: 6

摘要

本文通过两个具体的例子来讨论模糊集在食品质量评价中的应用:(i)在烘烤过程中对饼干亮度的预测,(ii)在干燥过程中对玉米湿磨质量的预测。验证了两种模糊方法:黑盒方法和基于知识的建模方法。两种情况下的结果都是一致的,模型是鲁棒的。然而,基于模糊知识的建模方法特别适用于食品加工工程的研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Estimation of the food product quality using fuzzy sets
The estimation of food product quality using fuzzy sets is discussed in this paper through two specific examples: (i) prediction of the luminance of biscuits during a baking process, and (ii) prediction of wet-milling quality of maize during a drying process. Two fuzzy approaches are validated: a black-box approach and a knowledge-based approach to modeling. The results are good and coherent in both cases and the models are robust. Nevertheless, the fuzzy knowledge-based modeling approach is particularly pertinent and adaptable to food process engineering research.
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