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优质商业鸡蛋储存条件的建模

Modelling conditions of storing quality commercial eggs.

作者信息

Gogo Jacqueline Akelo, Atitwa Benson Edwine, Gitonga Cyrus Ngari, Mugo David Muchangi

机构信息

Department of Mathematics and Statistics, University of Embu, Kenya.

Department of Computing and Information Technology, University of Embu, Kenya.

出版信息

Heliyon. 2021 Aug 25;7(8):e07868. doi: 10.1016/j.heliyon.2021.e07868. eCollection 2021 Aug.

Abstract

Egg storage has been a problem due to ineffective methods subjecting many farmers and egg retailers to losses. These techniques include various models involving statistical analysis of the storage conditions on the egg quality. Apparent deficiencies of the information from the randomized complete block design model prompted this study. The study evaluated the effect of storage temperature at three levels (5 , 19.5 , 30 ) and duration at four levels (2 , 12 , 22 , 32 ) on egg quality using a fixed and mixed-effect model. We used a total of 618 fresh and unfertilized eggs from ISA (Institut de Sélection Animale) brown layers. We determined egg quality by the changes of physical characterization under storage conditions. The study used Restricted maximum likelihood and analysis of variance methods to assess the efficiency of fixed and mixed effect models. Results showed that the physical components of the egg were significantly affected at 5 , 19.5 , and 30 . The effect was more adverse on eggs stored at 30 for 32 days. However, storage temperatures of 5 and 19.5 led to an extensive reduction in the Haugh unit, yolk index, and egg white height. On the other hand, it increased the weight loss and albumen diameter under storage for 2 , 12 , 22 and 32 -time intervals. Based on these findings, the study recommends 5 for egg quality preservation. The eggs should be refrigerated for 32 days, stored at 19.5 for 14 days, and lastly kept at 30 for a maximum of 7 days. The fixed-effect models exhibited more minor variances in diameter and height of albumen, yolk index, weight loss, and Haugh unit. This overlapped instances where the fixed-effect models were significantly the same as the mixed-effect models. This study proposes that the fixed effect model is the most appropriate for randomized completely block design experiments.

摘要

由于方法无效,鸡蛋储存一直是个问题,这让许多养殖户和鸡蛋零售商遭受损失。这些技术包括各种涉及对鸡蛋储存条件进行统计分析的模型。随机完全区组设计模型所得信息存在明显不足,促使了本研究的开展。本研究使用固定效应模型和混合效应模型,评估了三个温度水平(5℃、19.5℃、30℃)和四个时长水平(2天、12天、22天、32天)的储存条件对鸡蛋品质的影响。我们总共使用了618枚来自ISA(动物选育研究所)褐壳蛋鸡的新鲜未受精鸡蛋。我们通过储存条件下物理特性的变化来测定鸡蛋品质。本研究使用限制最大似然法和方差分析法来评估固定效应模型和混合效应模型的效率。结果表明,鸡蛋的物理成分在5℃、19.5℃和30℃时受到显著影响。在30℃下储存32天对鸡蛋的影响更为不利。然而,5℃和19.5℃的储存温度会导致哈夫单位、蛋黄指数和蛋白高度大幅降低。另一方面,在2天、12天、22天和32天的储存时间间隔内,储存会增加重量损失和蛋白直径。基于这些发现,本研究建议将5℃作为保存鸡蛋品质的温度。鸡蛋应在5℃冷藏32天,在19.5℃储存14天,最后在30℃最多保存7天。固定效应模型在蛋白直径和高度、蛋黄指数、重量损失和哈夫单位方面表现出较小的方差。这与固定效应模型与混合效应模型显著相同的情况重叠。本研究提出,固定效应模型最适合随机完全区组设计实验。

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