用于绝缘子故障检测的CycleGAN小样本库扩增方法研究

在深度学习的训练中,绝缘子检测需要大量的故障绝缘子,而实际难以获得大量故障绝缘子数据。生成对抗网络为扩增训练样本提供了可行的解决办法。在循环一致性生成对抗网络(CycleGAN)结构上补充缺陷绝缘子样本,通过更改损失函数来优化模型,将正向生成器生成的图像,输入到反向生成器,保持样本整体轮廓的同时,增加了差异性。将改进的CycleGAN模型与其他GAN模型在SSD目标检测方法中进行比较,结果表明改进的CycleGAN扩增数据集的方法相较于其他扩增方法在绝缘子掉串检测识别率上有明显提升。     

常熟华府世家箱形转换层结构设计

常熟华府世家工程是一栋高层建筑,由于在转换梁的布置中有多次梁抬墙的情况,采用整体性好的箱形转换结构。对箱形转换层及其上下若干楼层的受力进行了计算,根据计算结果对箱形转换层进行结构设计。计算结果表明,采用箱形转换层提高了结构的整体性和抗震性能,结构的变形满足规范要求。对箱形转换结构的设计和施工中要注意的问题进行了探讨。     

Electron Transfer in a Bio-Photoelectrode Based on Photosystem I Multilayer Immobilized on the Conducting Glass

A film of ~40 layers of partially oriented photosystem I (PSI) complexes isolated from the red alga Cyanidioschyzon merolae formed on the conducting glass through electrodeposition was investigated by time-resolved absorption spectroscopy and chronoamperometry. The experiments were performed at a range of electric potentials applied to the film and at different compositions of electrolyte solution being in contact with the film. The amount of immobilized proteins supporting light-induced charge separation (active PSI) ranged from ~10%, in the absence of any reducing agents (redox compounds or low potential), to ~20% when ascorbate and 2,6-dichlorophenolindophenol were added, and to ~35% when the high negative potential was additionally applied. The origin of the large fraction of permanently inactive PSI (65–90%) was unclear. Both reducing agents increased the subpopulation of active PSI complexes, with the neutral P700 primary electron donor, by reducing significant fractions of the photo-oxidized P700 species. The efficiencies of light-induced charge separation in the PSI film (10–35%) did not translate into an equally effective generation of photocurrent, whose internal quantum efficiency reached the maximal value of 0.47% at the lowest potentials. This mismatch indicates that the vast majority of the charge-separated states in multilayered PSI complexes underwent charge recombination.     

全氢罩式退火炉退火热过程的研究(Ⅱ)——对流换热系数和钢卷径向等效导热系数的分析

介绍影响全氢罩式退火炉内换热的两个重要参数——对流换热系数和钢卷径向等效导热系数,详尽分析了两个参数的影响因素,并对比了氮气和氢气气氛下两参数的不同,从而在机理上阐明了全氢罩式炉相对传统混氢罩式炉的优越性,为优化炉内换热提供了理论的依据.     

铝箔轧机中生成热分配的实验及分析

系统分析了铝箔轧机轧制过程中热量转移及热量平衡的过程,提出了一种热量转移的观点。实际测量了三种不同喷嘴开放状态下分段冷却的轧件表面温度,采用理论分析与实验相结合的方法,求出了对应工况下轧件和工作辊所吸收热量的热功率,得到了生成热在轧件与轧辊间的分配系数,轧件分配系数大致为0.11~0.33,轧辊分配系数为0.67~0.89。随冷却能力的增强,轧辊分配系数增大,轧件分配系数减少。

     

The Effects of Microstructure on the Tensile and Impact Properties of A 1.0% V, 0.2% C Steel

Abstract

This paper investigates the effects of various heat treatments on the microstructure and mechanical properties of a 1% V, 0.2 % C steel. This precipitation hardening steel was submitted to selective heat treatments, in order to produce a range of austenitic and ferritic grain sizes and structures.

The limitations of high austenitizing temperatures are examined, and the heat treatment which led to good mechanical properties are discussed in relation to microstructural features.

Résumé

Cet article traite des effets de divers traitements thermiques sur la microstructure et les propriétés mecaniques d'un acier 1% V, 0.2 % C. Cet acier, durci par précipitation, a été soumis à divers traitements thermiques sélectifs, de manière à produire des grains de dimensions et de structures austenitique et ferrique variées.

Les limitations dues à des températures élevées d'austénitisation ont été examinées, et le traitement thermique conduisant à de bonnes propriétés mécaniques sont discutés en relation avec les caractéristiques microstructurales.     

Moving pick‐up‐type contactless power transfer systems and their efficiency using series and parallel resonant capacitors

The equivalent circuit, the efficiency, and the important characteristics of moving pick‐up type contactless power transfer systems are described. If the primary series capacitor and the secondary parallel capacitors are chosen correctly and the winding resistances are ignored, the equivalent circuit of the transformer with these capacitors becomes the same as an ideal transformer at the resonant frequency. This simple approximation helps to understand the phenomena occurring with load changes. Because the circuit analysis becomes simple, the approximate value of the power transfer efficiency can be derived. This paper describes the determination of the capacitor values, the derivation of the equivalent circuit and the efficiency, and test results. © 2010 Wiley Periodicals, Inc. Electr Eng Jpn, 172(2): 47–54, 2010; Published online in Wiley InterScience ( www.interscience.wiley.com ). DOI 10.1002/eej.20970     

油气分离器失效分析

通过对油气分离器失效部位进行宏观检查、化学成分分析、金相分析、力学性能测试、断口形貌观察及能谱分析,认为工艺介质中硫化氢浓度的上升和材料纯净度不高是导致设备失效的根本原因,并提出了相应的建议。     

Infrared emission properties and energy transfer in ZnO-SiO2:Yb composites

Intense near-infrared emission at 1 μm has been obtained in ZnO-SiO₂:Yb³⁺ composites via a facile sol-gel method upon broadband ultraviolet light excitation. Systematic optical measurements including static and time-resolved photoluminescence have been performed to elucidate the energy transfer from ZnO quantum dots to Yb³⁺ ions. The dependence of energy transfer efficiency on Yb³⁺ concentration has been investigated in detail. Codoping with Li⁺ ions leads to about twice enhancement of the near-infrared luminescence intensity around 1 μm at room temperature. The enhancement in the luminescence intensity could be mostly attributed to the modification of the local symmetry around Yb³⁺ ions by codoping with Li⁺ ions.