基于改进的卷积神经网络的钢号识别

为获取样本的多样性特征,提出了一种改进的卷积神经网络结构。该网络中引入多层递归神经网络,利用卷积神经网络提取输入图像的浅层特征,同时利用卷积神经网络和递归神经网络并行提取高层特征,最后将两种网络学习到的特征进行融合输入到分类器中分类。利用迁移学习理论解决小样本集数据训练不足的问题,并将这种卷积神经网络结构应用于石油物资管线钢号识别中。实验探究了递归神经网络个数与卷积核个数对网络性能的影响,实验结果表明,改进的网络结构与其它网络进行对比,错误率降低了 3% 。     

基于SCP范式的安徽省快递行业发展研究

快递行业作为快速成长的行业,已成为邮政业不可或缺的重要组成部分。以安徽省快递行业为研究背景,基于SCP的分析范式,从业务发展及政策环境方面总结了安徽省快递行业的发展现状,从行业集中度、进入及退出壁垒、产品差异化分析了行业市场结构,从价格行为、营销创新及服务产品多元化分析了行业市场行为,从定性分析与因子分析两个角度分析了行业市场绩效。为制定安徽省快递行业发展战略提供参考依据。     

基于萃取和超高效液相色谱-串联质谱法的贝类抗生素快速测定方法

建立一种简单、快速的超声波萃取–固相萃取净化–超高效液相色谱串联质谱分析方法, 可以同时测定淡水贝类软组织中磺胺类、喹诺酮类、大环内酯类、β-内酰胺类和氨基糖苷类中15种抗生素。采取超声波萃取法, 对贝类体内的抗生素进行萃取, 用固相萃取方法净化提取液, 最后用超高效液相色谱–三重四级杆质谱对目标物进行分析检测。主要比较两种固相萃取柱Oasis HLB和Oasis PRiME HLB对污染物的净化效率, 后者展现出较好的结果。15种抗生素加标回收率实验结果表明: 当加标浓度为50 ng/g时, 回收率为64%~121%, 相对标准偏差为0.5%~19% (n=3); 添加高浓度(100 ng/g)样品时, 回收率为67%~117%, 相对标准偏差为1%~9%(n=3)。方法检测限(LOD)为0.004~0.5 ng/g (干重), 定量限(LOQ)为0.013~1.67 ng/g (干重)。该方法具有回收率高、检测限低的特点。使用该方法对鄱阳湖3个采样点三角帆蚌中的抗生素进行分析, 结果显示, 在15种抗生素中, 有9种均不同程度地检出, 检出频率和浓度最高的是甲氧苄胺嘧啶, 最高浓度达到78.8 ng/g, 其次是奇霉素(41.2 ng/g)和环丙沙星(39.8 ng/g)。     

BeH分子基态振动能级与光谱常数的理论研究

利用Molpro程序包提供的多种方法及基组对BeH分子基态(X2∑+)进行优化计算,结果表明,当选用多参考组态相互作用(MRCI)方法和基组aug-cc-pVQZ进行优化计算时,得到的平衡核间距及离解能与实验值符合较好.在该方法下对BeH分子进行单点能扫描,将得到的分子势能代入分子核运动的Schr9dinger方程,求解该方程获得了BeH分子X2∑+态J=0时的12个振动态,对于每个振动态,分别计算了其振动能级G(v)、转动惯性常数Bv及离心畸变常数Dv,同时进一步导出的光谱常数也与实验值较为吻合.     

An M/M/1 Queueing-Inventory System with Geometric Batch Demands and Lost Sales

This paper studies an M/M/1 queueing-inventory system with batch demands. Customers arrive in the system according to a compound Poisson process, where the size of the batch demands for each arrival is a random variable that follows a geometric distribution. The inventory is replenished according to the standard (s,S) policy. The replenishment time follows an exponential distribution. Two models are considered. In the first model, if the on-hand inventory is less than the size of the batch demands of an arrived customer, the customer takes away all the items in the inventory, and a part of the customer’s batch demands is lost. In the second model, if the on-hand inventory is less than the size of the batch demands of an arrived customer, the customer leaves without taking any item from the inventory, and all of the customer’s batch demands are lost. For these two models, the authors derive the stationary conditions of the system. Then, the authors derive the stationary distributions of the product-form of the joint queue length and the on-hand inventory process. Besides this, the authors obtain some important performance measures and the average cost functions by using these stationary distributions. The results are illustrated by numerical examples.     

人工水下沙坝对中海滩浴场水动力影响

基于Delft3D软件建立了北戴河中海滩浴场海域的二维及三维潮流和波浪耦合数学模型,并用实测潮流和波浪资料进行模型验证.利用验证后的模型模拟人工水下沙坝引起的水动力环境变化.结果表明:由于工程海域附近的潮流作用较弱,因此潮流影响仅体现在沙坝周围;4座人工水下沙坝具有一定的消浪作用,并且消浪作用随入射波高的增加而增强;总体上看,人工水下沙坝的建造使浴场附近的水动力作用减弱,水动力环境朝着有助于海滩保护的方向发展.     

等效约束下风激励汽车前侧窗玻璃声辐射分析

为研究风激励下汽车侧窗玻璃表面湍流压力脉动激起玻璃振动而向车内辐射噪声的问题,以某试验车左前侧窗玻璃系统为研究对象,首先基于等效原理,将车窗密封条等效成系列弹簧约束,进行离散化建模,并搭建Matlab-Abaqus联合仿真优化平台,得到最佳等效弹簧刚度,建立侧窗系统约束边界等效模型.接着利用Corcos模型计算得到侧窗表面湍流压力脉动的功率谱密度,作为侧窗等效模型的激励,应用有限元方法计算车内驾驶员人耳处的声辐射.最后应用激光测振仪,获得侧窗表面振动速度分布试验数据,利用边界元方法(半仿真)计算车内声辐射.比较两种方法的计算结果,发现200Hz以上声辐射频谱特性吻合良好,证明了利用玻璃边界等效简化模型与Corcos模型作为激励源计算侧窗玻璃振动引起的声辐射有一定程度的适用性.     

Leaching behavior of V,Pb, Cd,Cr, and As from stone coal waste rock with different particle sizes

This paper investigates the leaching behavior of heavy metals (V, Pb, Cd, Cr, and As) from stone coal waste rocks with various particle sizes using dynamic leaching experiments. The results show that the dissolved concentrations of V and As initially increased and then slightly decreased as time progressed and that the dissolved concentrations of Pb, Cd, and Cr were high in the early stage before decreasing. The particle size of the stone coal waste rocks strongly influenced the heavy metal concentration in the leaching solutions. The effects of the particle size of the stone coal waste rocks on the dissolved concentrations of V, Pb, and As decreased in the order fine fraction > medium fraction > coarse fraction, and the effects of particle size on the dissolved concentrations of Cr and Cd decreased in the order medium fraction > coarse fraction > fine fraction and coarse fraction > medium fraction > fine fraction, respectively. The quantities of heavy metals dissolved from the stone coal waste rock with fine particle sizes were observed to decrease in the order V (17104.36 μg/kg) > As (609.41 μg/kg) > Pb (469.24 μg/kg) > Cr (56.35 μg/kg) > Cd (27.52 μg/kg), and the dissolution rates decreased in the order As (2.96%) > Pb (0.93%) > V (0.35%) > Cd (0.25%) > Cr (0.01%). The specific surface area, pore size of the stone coal waste rocks, and chemical forms of heavy metals also influenced the release of heavy metals from the stone coal waste rocks. Kinetic analysis showed that the dissolution of heavy metals fundamentally agreed with the rate equation controlled by the shrinking core model. The results of this study are expected to serve as a reference for the evaluation of heavy metals contamination from stone coal waste rocks.     

基于主动转矩分配的电动车车道保持辅助控制方法

 针对高速工况下四轮独立驱/制动电动车的车道偏离问题,提出一种基于主动转矩分配的车道保持辅助控制方法。该方法的辅助控制系统分为3层,顶层控制器根据人-车-路信息实时进行辅助控制决策,并计算车道保持所需的横摆响应;中层控制器基于滑模控制算法,计算横摆响应跟踪所需的附加横摆力矩;底层控制器通过主动转矩分配产生附加横摆力矩,干预车辆行驶轨迹,以达到车道保持的目的。采用CarSim/Simulink联合仿真进行高速单移线实验验证,结果表明,提出的基于主动转矩分配的四轮独立驱/制动电动车车道保持辅助控制方法,具有良好的车辆动力学稳定性,在高附路面和低附路面上均能够有效地干预车辆行驶轨迹,防止车辆偏离车道。     

石墨烯复合材料在警车防弹防护方面的研究

研究警车高性能防弹防护材料应用技术,尝试采用石墨烯改性的方式对陶瓷及铝合金的强度、韧性性能进行了改性提升,利用石墨烯改性材料制备了复合防弹板,并进行了实弹射击试验,研究了防弹警车应用可行性.试验结果表明,石墨烯改性可以有效提高陶瓷的断裂韧度,以及铝合金的强度及弹性模量.经53式7.62 mm穿甲弹三次射击,靶板无穿透,用石墨烯改性陶瓷制备的防弹装甲板,可有效降低材料密度,大幅度提高防弹性能,对车辆防弹性能及轻量化技术研究具有一定的参考价值.