基于广义回归神经网络的灌溉系统首部多用户配水快速PID控制

针对多用户配水状态下灌区流量、压力需求变化范围大,传统流量、压力控制响应速度慢等问题,建立适用于多用户灌区配水的灌溉系统首部控制技术。该研究通过分析供水系统流量、压力调节方式,提出了流量、压力PID(Proportion Integration Differentiation)耦合调节方法,建立以电动阀开度为流量控制量、变频器频率为压力控制量对流量和压力进行调控的灌溉首部控制系统。为了减少系统的调节时间,提高系统的运行效率,采用广义回归神经网络(Generalized Regression Neural Network,GRNN)建立流量、压力和电动阀控制模拟量、变频器控制模拟量间的预测模型,形成神经网络PID控制模型(GRNN_PID),并进行模型精度和控制精度验证。GRNN训练结果显示,变频器控制模拟量的相对误差为0.11%～3.86%,电动阀控制模拟量相对误差为0.09%～5.74%,模型精度较高。使用3个调节过程模拟3个用户的需水行为对模型进行验证,结果表明,GRNN_PID模型3个过程的调节时间分别为11.6、10.7和7.2 s,PID模型3个过程的调节时间分别为31.7、29.6和16.9 s,GRNN_PID模型大幅减少了系统的调节时间,提高了系统的运行效率;分别计算了2种模型的控制精度,GRNN_PID调节方法和传统PID调节方法的稳态流量和压力误差都在1%以内,最大超调量为8%,控制精度较高但相差不大,表明GRNN是从策略上加速系统调节速度,其本身并没有对PID的参数进行调整,因此对系统的控制精度影响不大。研究可为灌溉系统流量压力快速控制提供参考。     

New Approaches to Modeling Methyl Jasmonate Effects on Pomegranate Quality during Postharvest Storage

Adaptive neuro fuzzy inference system (ANFIS) and genetic algorithm–artificial neural network (GA-ANN) models were used to predict the effect of methyl jasmonate (at three levels 0, 0.01, and 0.1 mM) and storage time (0, 14, 28, 42, 56, 70, and 84 days) on quality parameters and physiological changes of pomegranate fruits during storage. Methyl jasmonate reduced chilling injury and improved quality characteristics of pomegranates during postharvest storage. The GA-ANN and ANFIS were fed with two inputs of methyl jasmonate and storage time. The results showed that GA-ANN predictions agreed with experimental data and the GA-ANN with 14 neurons in one hidden layer can predict physiological changes and quality parameters of pomegranate (weight loss, pH, chilling injury index, ion leakage, ethylene, respiration, polyphenols, anthocyanins, and total antioxidant activity) with correlation coefficients equal to 0.87. The ANFIS model was trained by a hybrid method and agreement between experimental data and ANFIS predictions was significant (r = 0.90).     

中国土壤上的沉默权分析

沉默权起源于17世纪的英国，因为制度的先进性和理论的合理性后被广为推崇。我国学界对中国是否应该引入沉默权展开了激烈的讨论。从中国沉默权的立法现状着手，论证了在中国土壤下建立沉默权的可行性，并在建构这项制度方面提出了自己的建议。     

New technique of sex preselection for increasing female ratio in boar sperm model

In this study, we tried to optimize the porcine semen extender conditions to maximize the differences between live X chromosome-bearing (X) spermatozoa and to Y chromosome-bearing (Y) spermatozoa without a decline in the fertility rate at different pH conditions during storage. We observed the viability of X and Y boar spermatozoa in acidic (pH 6.2), original (pH 7.2), and alkaline condition (pH 8.2) for 5 days to investigate the effect of storage conditions on the X to Y spermatozoa ratio. The functional parameters of spermatozoa were also examined to evaluate sperm quality. Sperm motility was preserved at pH 7.2 and pH 6.2 for 3 days, while sperm motility at pH 8.2 decreased significantly after 2 days. Non-capacitated spermatozoa increased while capacitated spermatozoa decreased during storage. Sperm viability decreased significantly duration-dependent under all pH conditions, but there was no significant difference during storage at pH 6.2 and 7.2. The X: Y ratio of live spermatozoa in acidic condition was maximized (1.2:1) without affecting the sperm function and fertility-related protein expression after 2 days compared to original conditions. Moreover, insemination of sows using acidic extender increased the number of female pups on days 1 and 2 of preservation. These results indicate that the production of female offspring may increase when acidic BTS is used for 2 days without affecting the success rate of AI. Above all, this method is simple and economical compared to other methods.     

羊同期发情腹腔镜输精最佳时间的研究

[目的]确定羊同期发情腹腔镜输精的最佳时间。[方法]选取繁殖机能正常、营养状况良好的适龄母羊,在试验母羊阴道内放置孕酮海绵栓10~14 d,撤栓时肌肉注射250~330 IU/只孕马血清促性腺激素（PMSG）。撤栓后12~24 h开始试情,早晚各1次。按撤栓后时间及发情时间不同分4组进行腹腔镜输精：1组为撤栓后46~50 h输精（n=138）,2组为撤栓后50~54 h输精（n=156）,3组为撤栓后54~58 h输精（n=275）,4组为羊发情后30~36 h输精（n=226）。输精后第40~45天进行B超检查,计算各组母羊受胎率。[结果]发情后30~36 h输精的母羊（4组）受胎率最高,为97.79%,其次为撤栓后50~54 h输精的母羊（2组）,受胎率为97.44%,撤栓后46~50 h输精的母羊（1组）受胎率为91.30%;撤栓后54~58 h输精的母羊（3组）受胎率最低,为89.82%。[结论]采用同期发情配合腹腔镜输精技术进行母羊人工授精,最佳输精时间为撤栓后50~54 h以及母羊发情后30~36 h。     

母猪批次化生产研发进展

批次化生产是欧美等畜牧业发达国家开发的一种工厂化养猪模式,近年来我国也在逐渐推广应用,它显著提升了猪场生产效率与生物安全,尤其对当前我国非洲猪瘟防控和生猪产能恢复具有重要意义。文章简述了母猪批次化生产的研发历史,并综述了其技术优势、关键技术以及我国目前研发、应用情况,以期提高我国母猪批次化生产水平,促进养猪业转型升级。     

LM-BP神经网络水质评价模型应用研究——以新乡市卫河为例

介绍了LM-BP神经网络模型的原理及算法和模型的优点。针对实际水质评价问题,利用随机内插方法在地表水环境质量分级标准阈值间生成训练样本和检验样本,建立了新乡市卫河地面水环境质量综合评价的LM-BP神经网络模型,将模型应用于卫河2011年3月份、9月份的水质评价,并与单因子评价法、模糊综合评价法进行了比较分析。实验结果表明该模型设计合理,泛化能力强,收敛速度快,算法稳定,推导严谨,有较充分的理论依据,应用于水质评价具有其合理性、实用性和有效性,适用于作深入的水环境质量分析。     

基于神经网络红枣红外辐射干燥预测模型建立

针对红枣红外辐射干燥含水率的变化具有非线性和时变性、很难利用现有的模型构造一个数学模型来描述其变化规律的问题,利用Mat Lab神经网络工具箱和红枣红外辐射干燥特性试验数据建立了神经网络预测模型。通过对实测值和模型预测值进行分析研究,得出利用BP神经网络可以较快速、准确地建立模型来描述含水率的变化规律,且模型的预测值与试验测试值误差较小,能很好地实现在线预测的效果。     

倍他米松ELISA检测方法的建立

为建立倍他米松(BET)ELISA检测方法,先使BET与琥珀酸酐反应,再采用活化酯法与牛血清白蛋白(BSA)偶联制备免疫原;其次,利用免疫动物获得多克隆抗体,经Sephrose 4B-proteinA方法对抗体进行纯化;最后,建立倍他米松ELISA检测方法。结果表明,免疫抗原偶联成功,获得了亲和力较高的多克隆抗血清,间接竞争ELISA测定其滴度为102 400、IC15为6.60×10-5 ng/mL和IC50为0.97ng/mL。该方法适用于残留在动物性食品中的BET现场大批量检测。     

Fertility of Holstein cows and heifers submitted to timed artificial insemination and receiving one or two doses (12 h apart) of semen

The objective of this retrospective study was to assess the effect of receiving a single (n = 50,285) or double (n = 4392) artificial insemination (AI), 12 h apart, within a timed artificial insemination protocol on pregnancy per AI (P/AI) in nulliparous heifers (inseminated with either sex-sorted or conventional semen) and pluriparous Holstein cows in a commercial dairy herd. Also, this study aimed to investigate the relationship between temperature-humidity index (THI) and time of the first AI and fertility. Fertility of cows receiving two AI with normothermia (THI <68) was higher (p < .05) than cows receiving a single AI (42.9% vs. 36.4%). P/AI of cows receiving two AI with severe heat stress (THI >85) was higher (p < .05) than cows receiving a single AI (21.0% vs. 12.6%). Regardless of heat stress conditions, applying the first AI in the morning increased (p < .05) P/AI in cows with double AI than in cows whose first AI occurred in the afternoon (38.4 vs. 33.3%). With moderate heat stress, and sexed-sorted semen, P/AI to timed AI was higher (65.0 vs. 51.9%; p < .05) in heifers receiving double AI than those serviced once. It was concluded that double AI, 12 h apart, enhanced fertility at timed AI than herd mates with a single AI, particularly with heat stress at breeding.