基于改进BP神网络的离心泵性能预测

采用改进神经网络(贝叶斯正则化算法)对IB型单级离心泵水力模型的性能进行了预测,通过工程实践中得到的100组离心泵最优几何尺寸来训练网络,并用训练好的网络对需生产的水泵进行工况预测。结果显示,用改进神经网络来预测单级离心泵的性能,预测误差不超过6%。     

覆盖栽培对烤烟叶绿素、酶活性及丙二醛含量的影响

研究了烤烟大田栽培期间,旺长期揭膜培土后垄上覆盖稻草与旺长期揭膜培土、全生育期覆盖地膜、全生育期覆盖稻草等4种垄体覆盖方式对烤烟叶片叶绿素含量、有关酶活性和丙二醛含量的影响。结果表明：旺长期揭膜培土后垄上覆盖稻草的处理较其他3种处理的叶绿素含量、硝酸还原酶（NR）活性和过氧化物酶（POD）活性略高,而丙二醛（MDA）含量略低;该农艺措施下,上述指标的变化态势与烤烟生长代谢的调控机理基本一致,在信阳乃至黄淮烟区都具有推广利用价值。     

基于GEE的山东省近30年农业大棚时空动态变化研究

针对精确获取大尺度空间范围内农业大棚的分布情况并进行长时间的序列动态监测存在数据量大、计算效率低、精度不高等问题,利用Google Earth Engine(GEE)云平台能够实现快速存取、实时处理海量卫星数据,基于多时相Landsat影像进行农业大棚时序光谱特征和纹理特征的自动提取,采用随机森林算法实现山东省农业大棚的遥感分类,从而生成了山东省近30年农业大棚的空间分布和时空动态变化图。结果表明,本文分类流程具有较高的分类精度,其平均总体精度达到91.63%,Kappa系数均值为0.8642。经分析,山东省农业大棚从1990年的6.67 km^2增加到2018年的9919.40 km^2,增长速度为354.03 km^2/a。     

果园有机肥深施机分层变量排肥控制系统设计与试验

果园不同深度的土壤养分不同,果树根系分层吸肥能力不同,有机肥分层变量深施可以解决传统施肥存在的养分分布不均和肥料利用率低等问题。针对有机肥分层变量深施的排肥控制问题,本文设计了排肥控制系统,可以根据用户设置的各层理论排肥量和作业速度,实时计算液压马达的理论转速,并采用PID算法控制比例流量阀开度,调节马达转速驱动螺旋输送器排肥,实现分层变量排肥。将AMESim中建立的液压系统模型与在Matlab/Simulink中建立的控制模型进行联合仿真,整定PID参数。液压马达转速调节性能试验中最大超调量为14r/min,达到稳定转速的时间最大为6s,控制性能较好,表明通过AMESim-Matlab/Simulink联合仿真,能够快速便捷地整定PID参数,结果准确可靠。排肥控制性能试验中排肥量相对误差最大6.20%,变异系数最大8.69%,排肥量准确性和均匀性均达到要求。设计的控制系统具有较好的性能,能为果园有机肥分层变量深施提供技术支撑。     

Relationship between endothelial dysfunction and renin-angiotensin-aldosterone system under the condition of fatigue stress and effect of herbs to dredge collaterals

AIM: To investigate the mechanisms and relationship among endothelial dysfunction, renin-angiotensin-aldosterone system (RAAS) and family of interleukins under the condition of excessive fatigue, by using the rats with fatigue stress. METHODS: Healthy male Wistar rats were randomly divided into control group, homocysteine (HCY) group, fatigue stress group, renshen group, shuangshen group and tongxinluo group. Radioimmunoassay was carried out to detect plasma renin activity (PRA), angiotensin II (AngⅡ), aldosterone (ALD), endothelin (ET), thromboxane-2 (TXA2), prostaglandin I2 (PGI2) in plasma and interleukin-1β, 2, 6, 10 (IL -1β, IL -2, IL -6) in sera. ELISA was used to detect NE and IL -10. The content of nitric oxide (NO) in sera was also detected. The bioinformatical analysis was used to determine the relationship between RAAS and endothelial dysfunction. RESULTS: Compared with control group, the levels of ET-1 and TXA2 in fatigue stress group were significantly increased (P<0.01, P<0.05), but the content of PGI2 and NO was significantly decreased (P<0.01, P<0.01). Compared with control group, the renin activity in plasma of animals in fatigue stress group was significantly decreased (P<0.01), the AngⅡ, IL -1β, IL -6 level was significantly increased compared with the control group (P<0.01, P<0.01), and was significantly increased compared with the HCY group (P<0.05, P<0.01, P<0.01). The NE level showed the tendency of decrease in different degree. After the intervention of three kinds of herbs to dredge collaterals, the ET-1, AngⅡ, IL -1β, IL-6 level in plasma was decreased in different degree (P<0.05, P<0.01, P<0.01), and at the same time, the contents of NO and NE level were significantly increased (P<0.05). The ALD level in tongxinluo groups was apparently higher than that in control group and the fatigue stress group (P<0.05). The bioinformatics analysis showed that Ang II and ET, IL-1; PGI2 and ALD; NO and ALD composed of three subsystems and interrelated according to the principle of optimality of complex system, and gradual change regulation was also observed in fatigue stress group. However, in control group, HCY group and tongxinluo group, the same interrelation among subsystems was not existed. CONCLUSION: In a state of long-term excessive fatigue, vascular endothelial dysfunction may be induced, and is related with renin-angiotensin-aldosterone system imbalance and serious turbulence of the autonomic dysfunction. Herbs to dredge collaterals could improve it significantly. The results suggest that bearing excessive fatigue and pressure in long-term may be the potential risk factors to induce vascular endothelial dysfunction and further result in cardio-cerebro vascular diseases, Tongluo therapy may be one of the useful ways to prevent such diseases.     

青贮玉米收获机打捆装置自动控制系统设

青贮玉米收获机可在玉米摘穗的同时,将切碎的秸秆打成圆捆,以便于青贮.为提高作业效率、简化机手操作流程,设计了一套喂料与送绳自动控制系统,该系统由传感检测元件、控制电路及执行机构3部分组成.采用四路换向开关作为传感检测元件,并结合RS去抖电路,可有效提高控制系统工作可靠性.执行元件为两电磁离合器,接收控制电路的输出信号,完成对喂料和送绳过程的实时控制.试验表明:该系统工作安全、可靠,料捆成捆率达到1009%;与手动控制方式相比,有效强化了料捆密度控制的准确性,使机具的作业效率提高20%.     

基于DSP快速原型控制的道路模拟振动台控制系统

根据道路模拟振动台的试验要求,设计了控制系统的整体方案.为了提高控制系统的实时性和快速性,在硬件方面,采用了DSP TMS320C2812采集振动台反馈的模拟量和数字量,利用DSP TMS320C6713处理算法并且与嵌入式处理器S3C2410进行通讯.利用快速原型控制系统实现了该方案,利用Matlab/Simulink建立道路模拟振动台的控制系统模块,在CCS集成开发环境中可以自动生成代码,然后将可执行代码下载到DSP TMS320C2812和DSP TMS320C6713中,即可实现道路模拟振动台的控制系统设计.     

xPC环境下CMAC NN在淀粉生产线液位控制中的应用

在分析CMAC神经网络的基础上,提出了利用自适应CMAC神经网络来调节淀粉生产线中乳液的液位.通过对淀粉生产线中某一液位回路进行数学建模,然后对常规PID和自适应CMAC神经网络两种控制器进行了设计与仿真.仿真结果表明,自适应CMAC神经网络在控制效果上明显优于常规PID,并且具有很高的鲁棒性.在Matlab实时开发环境xPC Target下建立了液位实时控制系统,采用快速原型控制方式,具有系统组建方便、成本低、开发周期短等特点,该系统可实现精确的过程控制.     

直线共轭内啮合齿轮泵齿轮接触强度的有限元分析

针对采用传统经验公式分析计算齿轮泵齿轮接触强度存在计算过程相当复杂、繁琐,误差较大的问题.在分析齿轮受力情况基础上,采用有限元法对直线共轭内啮合齿轮泵齿轮接触强度进行计算,并与经验公式计算的接触强度进行比较分析.结果表明,两种方法计算结果基本吻合,证实了采用有限元法分析计算的可行性与优越性,为直线共轭内啮合齿轮泵齿轮的设计、选材提供了一种新的方法,具有一定的工程应用价值.     

防抱死制动系统滑模变结构控制研究

针对滑模变结构控制方法能较好地解决汽车防抱死制动系统的非线性问题,以及其固有的抖动会影响控制效果的问题,本文采用一种基于指数趋近律的滑模控制方法,设计了两轮车辆的防抱死制动系统滑模控制器,并在Matlab/S imu link里进行了仿真。仿真结果表明了该控制策略可以有效地抑制传统滑模控制系统的抖动现象,达到更好的控制效果。