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Assembly performance analysis of reflective optical systems based on digital twin 基于数字孪生的反射光学系统装配性能分析
Wei Wu, Zhun Deng, Zirong Luo, Yuze Xu, J. Shang
As an important technology for realizing national strategies such as intelligent manufacturing and industrial 4.0, digital twin (DT) has received great attention from scholars and enterprises. At present, it has been applied to vehicles, ships, spacecraft, satellite, machining process and other fields, but there is no research report in the field of optical manufacturing. Aiming at this problem, and taking the reflective optical systems as the object, the applications of DT were discussed from the lifecycle dimension, including design and development, manufacturing and assembly, operation, and maintenance, et al. On this basis, taking the construction of the optical DT model as an example, the modelling methods of machining error and assembly error were mainly studied, the applications of the DT in computer-aided alignment and active optics were discussed, which demonstrate the importance of DT technology in the manufacturing process of reflective optical systems.
数字孪生(digital twin, DT)作为实现智能制造、工业4.0等国家战略的重要技术,受到了学者和企业的高度关注。目前已应用于车辆、船舶、航天器、卫星、机械加工过程等领域,但在光学制造领域尚无研究报告。针对这一问题,以反射光学系统为对象,从设计与开发、制造与装配、运行与维护等生命周期维度探讨了DT技术的应用。在此基础上,以光学DT模型的构建为例,重点研究了加工误差和装配误差的建模方法,讨论了DT在计算机辅助对准和主动光学中的应用,说明了DT技术在反射光学系统制造过程中的重要性。
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引用次数: 0
Large-range piston error detection technology based on dispersed fringe sensor 基于分散条纹传感器的大量程活塞误差检测技术
Pengfei Wang, Hui Zhao, Xiaopeng Xie, Yating Zhang, Chuang Li, XueWu Fan
Synthetic aperture is the mainstream structure of current astronomical telescopes. However, after the synthetic aperture telescope is deployed in orbit, there will remain tilt and piston error between adjacent segments, which will sharply deteriorate the imaging quality of the optical system. The traditional piston error detection method based on dispersed fringe sensor has the question that it is difficult to detect the piston error within one wavelength, and the detection accuracy is restricted by the detection range. The method in this paper constructs multiple monochromatic light channels by opening windows in different areas on the dispersed fringe pattern, calculating and obtaining the feature value in each window to form a feature vector. Then, the convolutional neural network is introduced to distinguish the feature vector to detect piston error. Among them, the training set construction method adopted in this paper only needs raw data in one wavelength to construct a training set covering the entire detection range. Through simulation, the method proposed in this paper achieves the detection range of [-208λ, 208λ] (λ=720nm), and regardless of the presence of noise, the root mean square value of the detection error does not exceed 17.7nm (0.027λmin, λmin=660nm).
合成孔径是当前天文望远镜的主流结构。然而,合成孔径望远镜在轨部署后,相邻段之间会存在倾斜和活塞误差,这将严重影响光学系统的成像质量。传统的基于分散条纹传感器的活塞误差检测方法存在难以在一个波长内检测活塞误差,且检测精度受检测范围限制的问题。本文方法通过在分散条纹图上不同区域打开窗口,计算并获取每个窗口的特征值,形成特征向量,构建多个单色光通道。然后,引入卷积神经网络识别特征向量,检测活塞误差;其中,本文采用的训练集构建方法只需要一个波长的原始数据就可以构建覆盖整个检测范围的训练集。通过仿真,本文提出的方法实现了[-208λ, 208λ] (λ=720nm)的检测范围,且在不考虑噪声存在的情况下,检测误差的均方根值不超过17.7nm (0.027λmin, λmin=660nm)。
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引用次数: 0
Perovskite/silicon tandem solar cell: surface recombination analysis 钙钛矿/硅串联太阳能电池:表面复合分析
Liyifei Xv, Yizhou He, Huiyi Zheng, Xiaowei Guo
Tandem devices combining perovskite and silicon solar cells are promising candidates to achieve power conversion efficiencies above 30% at reasonable costs. However, it is rarely reported about the effect of surface recombination on tandem solar cells. In this paper, we analyze the influence of surface recombination on the performance of tandem cells. Simulations show surface recombination can reduce the cell’s open-circuit voltage (Voc), short-circuit current (Jsc), and efficiency. The efficiency of the tandem cell decreases with the increase of the surface recombination rate on the sub cells. The maximum efficiency of the tandem cell without surface recombination is 25.81%. When the recombination velocity of the silicon sub cell increases from 0 to 105 cm/s, the overall efficiency decreases to 13.96%. When the same surface recombination velocity is added to perovskite sub cell, the overall efficiency is 13.89%. When both the surface recombination velocity of perovskite and silicon are 105 cm/s, the efficiency of the tandem cell decreases to 13.42%. Therefore, the performances of the tandem cell are similar in the cases of single sub cell with surface recombination and both sub cells with surface recombination.
结合钙钛矿和硅太阳能电池的串联装置有望以合理的成本实现30%以上的功率转换效率。然而,关于表面复合对串联太阳能电池的影响却鲜有报道。本文分析了表面复合对串联电池性能的影响。仿真结果表明,表面复合可以降低电池的开路电压(Voc)、短路电流(Jsc)和效率。串联电池的效率随着亚电池表面复合率的增加而降低。无表面复合的串联电池最高效率为25.81%。当硅亚电池的复合速度从0增加到105 cm/s时,总效率下降到13.96%。当钙钛矿亚电池中加入相同表面复合速度时,总效率为13.89%。当钙钛矿和硅的表面复合速度均为105 cm/s时,串联电池的效率降至13.42%。因此,在单亚电池表面复合和两个亚电池表面复合情况下,串联电池的性能是相似的。
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引用次数: 0
Detecting circulating tumor cells via laser scanning 通过激光扫描检测循环肿瘤细胞
Chunjian Yang, Zhongjun Jiang, Songpo Guo
Circulating tumor cells (CTCs) are generally considered as seeds for metastases, serving as a clinical biomarker for cancer diagnosis and prognosis. However, they are difficult to detect due to their low content in the blood of cancer patients. Consequently detection of CTCs normally requires an antibody-mediated biological enrichment process, which is very time-consuming. In this work, we demonstrate an antibody-free, efficient, fast and cost-effective way of detecting CTCs. That is, CTCs are physically isolated by size using filtration, and subsequently characterized in an optical way via laser scanning. The filtered and stained blood sample, which is placed on a moving and spinning stage, is illuminated by a 405nm diode laser. Then the scattered optical signals are focused using an ellipsoidal mirror for a better photon collection. Eventually CTCs in the scanning image are identified and counted by the clustering algorithm. Our method has advantages in high efficiency and low cost, holding great promise for early diagnosis and prognosis prediction of cancer patients.
循环肿瘤细胞(CTCs)通常被认为是转移的种子,是癌症诊断和预后的临床生物标志物。然而,由于它们在癌症患者血液中的含量很低,因此很难检测出来。因此,检测ctc通常需要抗体介导的生物富集过程,这是非常耗时的。在这项工作中,我们展示了一种无抗体、高效、快速和经济的检测ctc的方法。也就是说,ctc是通过过滤通过尺寸进行物理隔离,然后通过激光扫描以光学方式进行表征。经过过滤和染色的血液样本被放置在一个移动和旋转的台上,用405nm二极管激光照射。然后利用椭球镜对散射光信号进行聚焦,以便更好地收集光子。最后通过聚类算法对扫描图像中的ctc进行识别和计数。该方法具有效率高、成本低的优点,对癌症患者的早期诊断和预后预测具有很大的应用前景。
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引用次数: 0
A study on the laser-assisted cutting of single crystal Si for optimal machining 单晶硅的激光辅助切割优化加工研究
Jie Kang, Yuankang Wang, Weisheng Yang, Wanqing Zhang, Ya-fei Liu, Boran Luan
Single crystal silicon (sc-Si) is a typical infrared optical material with good heat resistance and high infrared transmittance which is widely used in infrared optical systems , aerospace and other fields. However, due to the higher hardness and lower fracture toughness of this material, brittle fracture is very prone to occur during single-point diamond machining, resulting in poor surface finish and roughness. Hence, like ceramics, and composites, the machining of this alloy is considered as difficult-to-machining materials. Micro-laser-assisted machining (μ-LAM) method has become a promising solution in recent years to lessen cutting stress when materials that are considered difficult-to-machining, such as sc-Si and ZnSe are employed. This paper investigated the influence of input variables of μ-LAM on the machinability aspect of the sc-Si. The influence of cutting parameters on surface roughness in LAM is studied by orthogonal experiment, and optimal processing conditions are obtained. The second-order regression model of process parameters and surface roughness was established by response surface method. The results show that the change of cutting depth had little effect on surface roughness, the spindle speed and feed speed were main factors affecting the surface roughness. According to the 3D response surface, the interaction between different factors had a significant effect on surface roughness. The optimal combination of process conditions were a spindle speed of 4000rpm, a feed speed of 2mm/min and a cutting depth of 5μm.
单晶硅(sc-Si)是一种典型的红外光学材料,具有良好的耐热性和较高的红外透过率,广泛应用于红外光学系统、航空航天等领域。但由于该材料硬度较高,断裂韧性较低,在单点金刚石加工过程中极易发生脆性断裂,导致表面光洁度和粗糙度较差。因此,像陶瓷和复合材料一样,这种合金的加工被认为是难以加工的材料。微激光辅助加工(μ-LAM)方法近年来已成为一种很有前途的解决方案,以减少切削应力的材料,如sc-Si和ZnSe被认为是难以加工。本文研究了μ-LAM输入变量对sc-Si可加工性的影响。通过正交试验研究了切削参数对LAM表面粗糙度的影响,得出了最佳加工条件。采用响应面法建立了工艺参数与表面粗糙度的二阶回归模型。结果表明:切削深度的变化对表面粗糙度影响不大,主轴转速和进给速度是影响表面粗糙度的主要因素;从三维响应面来看,不同因素之间的相互作用对表面粗糙度有显著影响。最佳工艺条件组合为主轴转速4000rpm,进给速度2mm/min,切削深度5μm。
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引用次数: 0
Construction of human motion optical capture system 人体运动光学捕捉系统的构建
Xi Luo, Kun Ma, Guofeng Cai
With its incomparable advantages over other motion capture technologies, the application of optical motion capture systems has become more and more extensive, and it has become a major technical means for obtaining motion data. This paper mainly studies the camera calibration and 3D reconstruction technology of the optical motion capture system based on the marker, and designs an optical motion data capture system, which describes the acquisition of three-dimensional motion data, as well as the processing and analysis of motion posture feature data. By summarizing the methods and techniques of camera calibration, marker point placement, and motion drive, it effectively solves the problems of data jitter, data point loss, motion distortion, etc. generated during the motion capture process.
光学运动捕捉系统具有其他运动捕捉技术无法比拟的优势,其应用越来越广泛,已成为获取运动数据的主要技术手段。本文主要研究了基于标记的光学运动捕捉系统的摄像机标定和三维重建技术,设计了一个光学运动数据捕捉系统,描述了三维运动数据的采集,以及运动姿态特征数据的处理和分析。通过总结摄像机标定、标记点放置、运动驱动等方法和技术,有效解决了运动捕捉过程中产生的数据抖动、数据点丢失、运动失真等问题。
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引用次数: 0
Study on the self-calibration technology used in large diameter and long focal length collimator 大直径长焦距准直器自标定技术研究
Cheng Yang, Xinmei Yang, Zhengfei Li
The large diameter and long focal length collimator can be used to measure the parallelism between the various optical axes of multi-axis photoelectric system. After moving, vibration or change of ambient temperature, the collimator components location will change, and its own parallelism will disorder. Outside the laboratory, it's difficult to recalibrate the disorder collimator. This will directly affect the reliability of the collimator measurement results. In this paper, a self-calibration method was proposed, the collimator structure was optimized, CCD detection imaging was introduced and self-calibration component was designed. The radial calibration and depth of focus calibration principles were studied in collimator. Based on this, a set of collimator will be developed, which can measure the optical axis parallelism and its own parallelism included. When the collimator own parallelism disorders in the use of an external field, it's easier to finish the self-calibration in the scene. The measurement accuracy of the instrument can be ensured. A set of sun fleck positioning system software will be programmed, and it can be used to coordinate with self-calibration and measuring the optical axis parallelism function in the collimator. The study in this paper has important practical significance for scientific research and engineering experiments.
大直径长焦距准直器可用于测量多轴光电系统各光轴之间的平行度。准直仪在运动、振动或环境温度变化后,准直仪元件的位置会发生变化,其自身的平行度也会紊乱。在实验室之外,很难重新校准无序准直器。这将直接影响准直仪测量结果的可靠性。本文提出了一种自定标方法,优化了准直器结构,引入CCD检测成像,设计了自定标元件。研究了准直器的径向定标和焦深定标原理。在此基础上,研制了一套可测量光轴平行度和自身平行度的准直仪。当准直仪自身平行度失调时,在使用外场时,更容易在场景中完成自标定。保证了仪器的测量精度。编写一套太阳斑定位系统软件,可用于自校准和测量准直器中的光轴平行度函数。本文的研究对科学研究和工程实验具有重要的现实意义。
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引用次数: 0
Investigation on surface figure control technology of medium-aperture optical component based on double-sided polishing 基于双面抛光的中等孔径光学元件表面图形控制技术研究
Ming-zhuang Zhang, Shi-jie Zhao, Liang Tian, R. Xie
Based on the motion mechanism of double-sided polishing, the motion trajectory model of polishing pad relative to medium-aperture optical components was established. This research simulated the trajectory of the abrasive particle relative to the optical component, and then the trajectory was obtained under different processing parameters. Based on the simulation results, different processing parameters were optimized which had been used for double-sided polishing experiments of optical components. The surface roughness and figure of both sides of the optical component after double-sided polishing were detected. The detection results showed that the surface roughness approached 0.5nmRMS, and the surface figure was 0.5λ(λ=632.8nm) for 150mm×150mm×7mm specification medium-aperture optical components.
根据双面抛光的运动机理,建立了抛光垫相对于中孔径光学元件的运动轨迹模型。本研究模拟了磨料颗粒相对于光学元件的运动轨迹,得到了不同加工参数下的运动轨迹。基于仿真结果,优化了不同的工艺参数,并将其用于光学元件双面抛光实验。检测了双面抛光后的光学部件的表面粗糙度和两侧图形。检测结果表明,150mm×150mm×7mm规格中孔径光学元件的表面粗糙度接近0.5nmRMS,表面图形为0.5λ(λ=632.8nm)。
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引用次数: 0
Application of optical coherence tomography for morphological change of Staphylococcus during reproduction 光学相干断层扫描在葡萄球菌繁殖过程中形态学变化的应用
Ke Li, Dezi Li, L. Gao, Zuquan Weng, Mingjie Zheng, Youwu He, Zhifang Li
Optical coherence tomography (OCT) is a biomedical imaging technology that uses interference information generated by two light waves to measure and evaluate biological tissues. Because of its high sensitivity, high resolution, and non-destructive testing, it is widely used in various fields. In this paper, OCT is used to detect and evaluate the reproduction of the three bacteria. At the same time, we also use a 20-fold objective lens to observe the morphology of the three bacteria at the position of the sample arm of the OCT. In the experiment, three groups of experimental data were collected, which were pictures collected after two hours, four hours, and five hours of bacterial culture. From the experimental data, the morphology and colony reproduction changes of the three bacteria can be observed; after 4 hours of reproduction, the morphology of E. coli and aeruginosa can be observed; Morphological structure of the three bacteria could be observed after 5 hours of reproduction; through the three-dimensional reconstruction of the experimental data, the three-dimensional morphology of the bacteria can be seen more clearly, which is more conducive to the identification of bacterial species. Experimental results show that OCT can be used to detect bacterial organisms on the order of micrometers, and can observe the reproduction process and morphology of bacteria in different periods, to identify bacterial species. This is of great help in the non-invasive identification of bacterial types in clinical applications of biomedicine.
光学相干断层扫描(OCT)是一种生物医学成像技术,利用两个光波产生的干涉信息来测量和评估生物组织。由于其灵敏度高、分辨率高、无损检测等优点,被广泛应用于各个领域。本文采用OCT对这三种细菌的繁殖进行检测和评价。同时,我们还使用20倍物镜观察了oct样品臂位置的三种细菌的形态。在实验中,我们收集了三组实验数据,分别是细菌培养2小时、4小时和5小时后收集的图片。从实验数据可以观察到三种细菌的形态和菌落繁殖的变化;繁殖4小时后,可以观察到大肠杆菌和铜绿菌的形态;繁殖5小时后可观察到三种细菌的形态结构;通过对实验数据进行三维重建,可以更清晰地看到细菌的三维形态,更有利于细菌种类的鉴定。实验结果表明,OCT可用于检测微米量级的细菌有机体,并可观察细菌在不同时期的繁殖过程和形态,以鉴定细菌种类。这对生物医学临床应用中细菌类型的无创鉴定有很大帮助。
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引用次数: 0
Fizeau interferometry with computer generated hologram for mid-spatial wavefront measurement of lens with long focal length 用计算机生成全息图的菲索干涉法测量长焦距透镜的中空间波前
Xiaohong Wei, Kaiyuan Xu, Ang Liu, Qiang Li, Liqun Chai
Mid-spatial frequency errors can lead to self-focusing and power loss in a high-power laser. This paper describes the use of a binary phase computer generated hologram (CGH) to measure the mid-frequency wavefront of lens with long focallength. Thus, the designed CGH can provide reference aspheric wavefront with high-precision, in the meantime greatly shorten air space, thereby reducing the effect of vibration and air turbulence. Moreover, the use of power spectral density (PSD), structure function (SF) and autocorrelation function (ACF) for the specification and characterization of lens midfrequency wavefront are presented. The direct relationship between PSD, SF and ACF are analysed by the quantitative evaluation of the wavefront aberration. Analysis of different evaluation method help to understand the light transmission characteristics, and the area structure function and autocorrelation function can be complementary methods for specifying and representing the spatial content of optical surface errors.
中空间频率误差会导致高功率激光器的自聚焦和功率损耗。本文介绍了利用二相计算机生成全息图(CGH)测量长焦距透镜中频波前的方法。因此,所设计的CGH可以提供高精度的参考非球面波前,同时大大缩短了空气空间,从而减小了振动和空气湍流的影响。提出了利用功率谱密度(PSD)、结构函数(SF)和自相关函数(ACF)对透镜中频波前进行描述和表征的方法。通过对波前像差的定量评价,分析了PSD、SF和ACF之间的直接关系。不同评价方法的分析有助于理解光的透射特性,面积结构函数和自相关函数可以作为表征光学表面误差空间含量的补充方法。
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引用次数: 0
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International Symposium on Advanced Optical Manufacturing and Testing Technologies (AOMATT)
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