Analysis of the effect of additives on the fermentation quality of whole-plant corn silage based on machine learning

文献类型： 外文期刊

第一作者： Li, Xuye

作者： Li, Xuye;You, Haiyang;Dong, Yang;Wang, Ming

作者机构： Heilongjiang Acad Agr Sci, Branch Anim Husb & Vet, Qiqihar 161005, Heilongjiang, Peoples R China;Heilongjiang Acad Agr Sci, Qiqihar Branch, Qiqihar 161006, Heilongjiang, Peoples R China;Chinese Acad Sci, Inst Subtrop Agr, Cangsha 410125, Hunan, Peoples R China

关键词： Machine learning; Additives; Whole -plant corn silage; Fermentation quality

期刊名称：OPTIK （ 2022影响因子：3.1； 五年影响因子：2.6 ）

ISSN： 0030-4026

年卷期： 2023 年 273 卷

页码：

收录情况： SCI

摘要： Recently, many related researchers have discovered that a certain amount of propionic acid can be added to the silage mixture of barley straw and wheat rye, and the content of more than 4% can effectively improve the fermentation quality and effectiveness of the silage mixture. Studies have shown that the yield of whole corn crops is affected by many factors, and the addition of cellulase and other additives can effectively increase its yield. Temperature and precipitation are the main factors affecting the total amount of microorganisms and their different types. Some microorganisms, such as mold, are harmful microorganisms in silage, which can cause the aerobic deterioration of the whole corn silage. In addition, temperature and humidity will also signifi-cantly affect the fermentation of silage, and have a greater impact on the aerobic stability of some microorganisms. A large number of research materials have also proved this point. If the study area is suitable for the growth and reproduction of molds, the problem of aerobic corruption will become more prominent. How to reduce aerobic corruption has become an important issue facing the industry.In order to better control the fermentation quality of silage, the concept of machine learning was introduced in this paper. By building relevant models, the influences of additives on the fermentation quality of corn silage were analyzed, so as to improve the quality of silage and provide some help to solve the problems in the industry.

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