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1.
在多种原料配比过程中,营养指标因素复杂的实际情况及控制成本保证收益的现实需求,文章结合智能算法背景,进行猪饲料配方优化设计,建立猪饲料配方模型,采用智能算法求解饲料配方的过程,对于生猪饲料配方进行建模,同时优化出饲料配方。结果表明,智能算法的猪饲料配方优化能够解决多种原料配比以及多个营养指标复杂因素,实现快速计算和生产处理,对企业生产者、销售经营者、实际消费者具有十分重大的价值与现实意义。
[关键词]智能算法|猪饲料|配方优化|数学模型 相似文献
2.
Yuhua Fu Pengyu Fan Lu Wang Ziqiang Shu Shilin Zhu Siyuan Feng Xinyun Li Xiaotian Qiu Shuhong Zhao Xiaolei Liu 《Journal of animal science》2021,99(2)
Despite the broad variety of available microRNA (miRNA) research tools and methods, their application to the identification, annotation, and target prediction of miRNAs in nonmodel organisms is still limited. In this study, we collected nearly all public sRNA-seq data to improve the annotation for known miRNAs and identify novel miRNAs that have not been annotated in pigs (Sus scrofa). We newly annotated 210 mature sequences in known miRNAs and found that 43 of the known miRNA precursors were problematic due to redundant/missing annotations or incorrect sequences. We also predicted 811 novel miRNAs with high confidence, which was twice the current number of known miRNAs for pigs in miRBase. In addition, we proposed a correlation-based strategy to predict target genes for miRNAs by using a large amount of sRNA-seq and RNA-seq data. We found that the correlation-based strategy provided additional evidence of expression compared with traditional target prediction methods. The correlation-based strategy also identified the regulatory pairs that were controlled by nonbinding sites with a particular pattern, which provided abundant complementarity for studying the mechanism of miRNAs that regulate gene expression. In summary, our study improved the annotation of known miRNAs, identified a large number of novel miRNAs, and predicted target genes for all pig miRNAs by using massive public data. This large data-based strategy is also applicable for other nonmodel organisms with incomplete annotation information. 相似文献
3.
饲料中黄曲霉毒素(AFB1)容易超标,检出率达80%~100%,毒性大,具强致癌性,可抑制生猪免疫机能,降低动物生产性能,引起动物继发感染,还会在动物产品中残留而威胁人类健康,给生猪养殖带来经济损失,降低猪肉食品安全性。本文通过使用先进固体发酵系统设备和益生菌发酵技术,采用单因素试验和响应面中试优化,获得发酵降解猪饲料AFB1的最佳工艺参数为硒浓度0.3 mg/kg,发酵时间12 h,量子波强度30 Hz,益生菌菌种组合CGMCC NO.17328混合CGMCC NO.15611。该工艺将猪饲料AFB1量从63.41μg/kg降解到2.98μg/kg,降解率达到95.30%,AFB1含量达到国家饲料安全标准。生产工艺适合养猪场低成本快速生产AFB1达标猪饲料。 相似文献
4.
在非洲猪瘟防控新形势下,各猪场都高度重视生物安全,对生物安全风险防范工作提出了新的要求。在这种情况下,过去生猪保险查勘定损中的一些传统做法已经不能适应新形势,出现了猪场封闭式管理和查勘定损工作相冲突,病死猪理赔监督不到位、死亡原因不明、处理不及时以及部分查勘员生物安全意识淡薄等现象。对此,有关部门和机构应加强生物安全培训,采用网络和电子化等手段变革传统工作方式,在保险机构和畜牧兽医部门间加强联动和信息共享,把查勘定损、无害化处理和疫病监测溯源工作有机结合,把生物安全风险降到最低。 相似文献
5.
XU Zhong SUN Hao ZHANG Zhe Zhao Qing-bo Babatunde Shittu Olasege Li Qiu-meng Yue Yang Ma Pei-pei Zhang Xiang-zhe Wang Qi-shan Pan Yu-chun 《农业科学学报》2020,19(5):1314-1322
The aim of this study was to detect evidence for signatures of recent selection in the Jinhua pig genome. These results can be useful to better understand the regions under selection in Jinhua pigs and might shed some lights on groups of genes that control production traits. In the present study, we performed extended haplotype homozygosity(EHH) tests to identify significant core regions in 202 Jinhua pigs. A total of 26 161 core regions spanning 636.42 Mb were identified, which occupied approximately 28% of the genome across all autosomes, and 1 158 significant(P0.01) core haplotypes were selected. Genes in these regions were related to several economically important traits, including meat quality, reproduction, immune responses and exterior traits. A panel of genes including ssc-mir-365-2, KDM8, RABEP2, GSG1L, RHEB, RPH3AL and a signal pathway of PI3K-Akt were detected with the most extreme P-values. The findings in our study could draw a comparatively genome-wide map of selection signature in the pig genome, and also help to detect functional candidate genes under positive selection for further genetic and breeding research in Jinhua and other pigs. 相似文献
6.
Jiafang Li Xiang Li Honggui Liu Jianhong Li Qian Han Chao Wang Xiangyin Zeng Yutao Li Wenbo Ji Runxiang Zhang Jun Bao 《Journal of animal science》2021,99(5)
An enriched environment is widely used to improve domestic animals’ welfare and promote their natural behaviors. Music can reduce abnormal behavior in humans, nonhuman primates, and rodents. However, little is known about the effects of music on pigs. This study aims to explore the effects of repeated music stimulation on the behavior, physiology, and immunity of growing pigs. A total of 72 hybrid piglets (Large White × Duroc × Minpig) were randomly divided into three groups, including music (Mozart K.448, 60 to 70 dB), noise (recorded mechanical noise, 80 to 85 dB), and control (natural background sound, <40 dB), and 6 h sound stimulation was given per day (1000 to 1600 hours) from 40 to 100 d of age. The behavioral activities of the pigs were observed during the music stimulation, and their serum cortisol, salivary cortisol, and serum immune indices were also measured. Compared with the control group, the music group and noise group increased activity but decreased lying of pigs (P < 0.05). A significant increase in tail-wagging, playing, and exploring behaviors of pigs was found in the music group (P < 0.05), and the noise significantly increased the aggressive behavior of the pigs (P < 0.05). Tail-wagging, playing, exploring, manipulating, and aggressive behaviors decreased over time. Short-term (8 d) music stimulus had a lower cortisol level than that of the noise and control groups (P < 0.05), whereas long-term (60 d) music stimulus increased immunoglobulin G (IgG), interleukin-2 (IL-2), and interferon-gamma (IFN-γ) levels (P < 0.05) and decreased interleukin-4 (IL-4) level (P < 0.05). Long-term noise stimulus significantly reduced the level of IgG (P < 0.05) but did not affect the level of IL-2, IL-4, and IFN-γ levels (P > 0.05). In conclusion, short-term music stimulus (8 d) reduced the stress response, whereas long-term music stimulus (60 d) enhanced the immune responses. In addition, the noise increased the aggressive behavior, and long-term noise reduced the immunity of the growing pigs. 相似文献
7.
8.
猪活动区域多孔介质模型及其阻力系数的CFD模拟 总被引:1,自引:0,他引:1
旨在尝试将躺卧姿势下的猪体简化成不同几何形状以求取其阻力系数,并分析它们的差异性。本研究采用校核过的CFD模型,模拟探究了简化猪模型、半椭球模型、椭球模型和半圆柱模型4种不同躺卧猪模型对猪群区域在X、Y和Z3个垂直方向上阻力系数的影响,分析了4种模型对猪栏内气流以及压力分布的影响。结果表明,椭球模型的惯性阻力系数相比半椭球模型与半圆柱模型更加接近简化猪模型,其在X、Z和Y方向上的惯性阻力系数与简化猪模型之间的相对误差分别为-4.0%、-12.2%和14.7%,并且气流与压力分布基本一致。因此,采用椭球模型代替简化猪模型进行建模计算不仅能保证准确度还能有效提高计算效率。 相似文献
9.
10.
基于YOLO v3与图结构模型的群养猪只头尾辨别方法 总被引:1,自引:0,他引:1
在利用视频监控技术对群养猪只进行自动行为监测时,对猪只准确定位并辨别其头尾位置对提高监测水平至关重要,基于此提出一种基于YOLO v3(You only look once v3)模型与图结构模型(Pictorial structure models)的猪只头尾辨别方法。首先,利用基于深度卷积神经网络的YOLO v3目标检测模型,训练猪只整体及其头部和尾部3类目标的检测器,从而在输入图像中获得猪只整体及头尾部所有的检测结果;然后,引入图结构模型,描述猪只的头尾结构特征,对每个猪只整体检测矩形框内的头尾部位组合计算匹配得分,选择最优的部位组合方式;对部分部位漏检的情况,采取阈值分割与前景椭圆拟合的方法,根据椭圆长轴推理出缺失部位。在实际猪场环境下,通过俯拍获得猪舍监控视频,建立了图像数据集,并进行了检测实验。实验结果表明,与直接利用YOLO v3模型相比,本文方法对头尾定位的精确率和召回率均有一定提高。本文方法对猪只头尾辨别精确率达到96.22%,与其他方法相比具有明显优势。 相似文献