一种基于FCOS神经网络的小建筑物目标检测方法北大核心

提出了一种基于FCOS神经网络的小建筑物目标检测算法,针对FCOS模型在特征提取阶段提取到的小建筑物目标特征较少问题,引入多尺度检测和可变形卷积方式,加强网络对小建筑物目标的特征提取能力,并通过改进后的SGE注意力机制降低特征图中的干扰噪声权重。改进后的网络可以提取到更多的小建筑物目标特征,对环境干扰噪声的鲁棒性更强。在自己搭建的数据集上进行了实验测试,结果表明,在相同环境下网络改进后建筑物的整体检测准确率提升了1.7%,其中对小建筑物目标提升了3.6%,减少了小建筑物目标漏检、误检的问题。     

Influence of selenium growth condition on the photovoltaic conversion efficiency of Sb2Se3 as the solar cell absorption layer

Journal of Materials Science: Materials in Electronics - The influences of the selenium (Se) growth condition on the electronic level structure including deep defects and further on the...     

雷芬那辛的合成工艺研究

以联苯-2-基氨基甲酸哌啶-4-基酯(SM-1)为起始物料，经亲核取代、脱苄基、和4-甲酰基苯甲酸脱水反应生成酰胺中间体，最后和哌啶-4-甲酰胺脱水反应先形成希夫氏碱再经三乙酰氧基硼氢化钠还原制备雷芬那辛。通过对反应条件的控制及纯化，所得产品纯度为99.5%,总收率为45.7%,目标产物的化学结构经质谱和核磁共振确证。该工艺反应条件温和、操作简便，为雷芬那辛的合成提供了一种新选择。     

激光打孔技术在光伏背板玻璃上的应用

双玻光伏组件以其抗PID性强、防隐裂、防水汽透过、抗蜗牛纹、可靠性优异、轻量化等诸多优点,在晶硅太阳能组件市占比逐步提高。双玻光伏组件用背板玻璃一般需要预留出线孔,光伏背板玻璃的出线孔主要有两种打孔方式:金钢钻上下同步钻孔的模式和激光打孔。激光打孔以其易维护、可异形孔加工、效率高、生产成本低等优势得到各大玻璃厂的认可。通过分析在实际生产中激光打孔出现的打孔缺陷问题,提出了改善措施,有助于工厂的降本增效。     

火麻仁油微乳凝胶面膜的制备及初步评价

目的:制备火麻仁油微乳凝胶补水面膜并对其理化性质、保湿性和抗氧化活性进行评价.方法:通过伪三元相图确定火麻仁油微乳最佳处方,采用单因素及正交试验优化火麻仁油微乳凝胶处方,载入保湿活性物质制得火麻仁油微乳凝胶面膜并对其质量、稳定性、保湿性和抗氧化活性进行评价.结果:火麻仁油微乳最佳处方:火麻仁油0.2％、PEG-20氢化蓖麻油0.53％、1,3丙二醇0.27％.火麻仁油微乳凝胶最佳处方为卡波姆-940含量1％,丙三醇含量5％,稀释倍数30倍.制得的微乳凝胶澄清透明、涂展性较好、易清洗、不油腻;平均粒径为(30.91±0.31)nm,PDI为0.299±0.017,电位为(-3.54±0.43)mV;黏度为494725.15 mPa·s;pH值为5.50±0.01;保湿效果优于市售某凝胶面膜;火麻仁油微乳凝胶面膜对DPPH自由基清除率高于火麻仁油毛油,质量浓度为6 mg·mL-1时可达62.39％,IC50为3.71 mg·mL-1.结论:火麻仁油微乳凝胶面膜安全、稳定,制备工艺简单,对皮肤具有良好的补水和抗氧化效果,具备开发和推广的价值.     

Effect of ultrasonic waveforms on gas–liquid mass transfer in microreactors

This study aims to investigate the effect of ultrasonic waveforms on the gas–liquid mass transfer process. For a given load power (P), continuous rectangular wave yielded stronger bubble oscillation and higher mass transfer coefficient (k_La) than continuous triangular and sinusoidal wave. For pulsed ultrasound, the k_La decreased monotonically with decreasing duty ratio (D), resulting in weak enhancement at low D (≤33%). For a given average load power (P_A), concentrating the P for a shorter period resulted in a higher k_La due to stronger cavitation behavior. For a given P_A and D, decreasing the pulse period (T) led to an increase in k_La, which reached a constant high level when the T fell below a critical value. By optimizing the D and T, a k_La equivalent to 92% of that under continuous ultrasound was obtained under pulsed ultrasound at a D of 67%, saving 33% in power consumption.