1 天津大学精密测试技术及仪器国家重点实验室,天津 300072
2 微纳制造实验室,天津 300072
工件的表面质量对零件可靠性、质量和使用寿命的影响至关重要。尽管各种基于计算机视觉的目标检测框架已经被广泛应用于工业表面缺陷检测场景,但由于面型的影响以及缺陷之间的混叠性,超精加工工件表面缺陷检测仍然具有挑战性。因此,提出了一种频率嵌入双分支参数预测网络来预测滤波参数,滤除掉型面信息从而使得缺陷特征更加显著。基于智能型面分析的预处理后,提出了一种基于级联区域神经网络感受野增强缺陷检测网络,将可变形卷积间隔地替换到高效网络的卷积模块中,有效地提高了主干网络特征提取的能力,然后重新选择特征图组成新的特征金字塔网络以提高效率,进一步提高网络性能。此外,还构建了具有滤波参数标注信息的滤波参数数据集UPP-CLS和具有缺陷类别及位置的缺陷检测数据集UPP-DET。模型在UPP-CLS上达到了85.36%的准确性,相较于现有网络提升3~5个百分点;在UPP-DET上达到了0.862的平均精度,相较于现有网络提升5.3%~7.8%。模型整体性能优于主流网络结构。源代码将在https://gitee.com/zihaodl/detect_app上开源。
超精密加工 计算机视觉 缺陷检测 型面分析 激光与光电子学进展
2023, 60(24): 2412006
1 厦门大学航空航天学院,福建 厦门 361005
2 厦门大学深圳研究院,广东 深圳 518057
Overview: Driven by the rapid development of national optical projects such as laser nuclear fusion and aerospace telescopes, as well as high-end civilian fields such as advanced instruments and optical lenses, the requirements for full-frequency domain processing errors and surfaces of optical components are becoming more and more stringent. At this stage, the optical components generally need to go through rough grinding, fine grinding, polishing and coating, and other processes, and their surface quality mainly depends on the defect removal ability and error control level of the polishing process. Whether the fine grinding process can obtain better surface shape accuracy and low surface/subsurface damage suppression determines the processing efficiency, and the ultra-precision processing manufacturing equipment is the premise of the realization of ultra-precision machining of the optical components. So far, all countries in the world have invested in the research and development of optical ultra-precision grinding and polishing technology, and have developed more relatively mature high-precision grinding and polishing equipment, which can better meet the processing needs of most of the current optical components. For the core equipment and key technologies required for ultra-precision manufacturing, China has long relied on imports. In order to break through the bottleneck restricting the development of ultra-precision technology in China at this stage, under the traction and drive of the national large-scale engineering project, China has made remarkable progress in optical ultra-precision manufacturing equipment and technology. However, for the optical ultra-precision technology and equipment, there is still a certain gap between China and the international advanced level, and it is necessary to continue to strengthen the research. In addition to the high-end grinding and polishing equipment necessary for the ultra-precision machining of optical components, it is also necessary to strengthen the technical level of a series of key supporting units, such as ultra-precision grinding and polishing processing technology, high-end key functional components, intelligent monitoring technology of processing environment, efficient ultra-precision machining tools, processing and inspection path planning and compensation processing strategies, computer-aided manufacturing and testing software, etc. The research, development, and application of these technologies are related to the development of high-end manufacturing in the civilian fields and national defense fields, and are also the focus of the country. This paper mainly focuses on the ultra-precision machining of large-diameter optical aspherical components. Starting from the grinding and polishing process route, this paper introduces the long-term research progress of the Precision Engineering Laboratory of Xiamen University in the field of large-diameter optical aspherical component processing, and introduces in detail the technical and system achievements such as ultra-precision grinding and polishing equipment, robot-assisted grinding and polishing, equipment intelligent monitoring system, processing technology and control software.
超精密加工 磨抛装备 加工工艺 CAM软件 ultra-precision machining grinding and polishing equipment processing technology CAM software
天津大学精密测试技术及仪器国家重点实验室,微纳制造实验室,天津 300072
介绍了玻璃光学元件精密模压成形技术的原理、玻璃材料、模具制造、模具表面镀膜、结合有限元仿真的模压工艺优化和模压成形设备等核心技术的研究进展,并讨论了当前存在的问题。通过探讨玻璃模压成形技术在自由曲面、微结构、衍射结构表面和晶圆阵列等光学元件中的应用现状,对玻璃元件精密模压成形技术的发展趋势和挑战进行了展望。
光学设计 光学玻璃 非球面透镜 自由曲面透镜 超精密加工 玻璃精密模压 微结构制造
同济大学 物理科学与工程学院 精密光学工程技术研究所,先进微结构材料教育部重点实验室,上海市数字光学前沿科学研究基地,上海市全光谱高性能光学薄膜器件与 应用专业技术服务平台,上海200092
极紫外、X射线为微观物质认识、宏观空间探测提供了高精度的观测手段,但这类观测的实现需要大量高精度光学反射元件的支撑。由于极紫外、X射线在光学表面更易发生散射,其光学反射镜基底的精度需求和制作技术也明显区别于长波元件。近年来,同济大学精密光学工程技术研究所建立了极紫外、X射线反射元件基底的超精密加工与检测平台,研发了超光滑非球面的离子束修形技术,提出了基于泽尼克多项式的随机离轴旋转绝对检测方法,形成了极紫外、X射线光学用反射镜基底的高精度全流程研制技术,并将该技术成功地应用于国内和国际短波光学大科学装置中。本文综述了本课题组在极紫外、X射线用反射镜制作领域中的研究进展。
超精密加工 极紫外 X射线 反射镜基底 非球面元件 绝对检测 ultra-precision machining extreme ultraviolet X-ray reflector substrates aspheric surface absolute measurement 光学 精密工程
2022, 30(21): 2688
1 中国科学院上海光学精密机械研究所精密光学制造与检测中心, 上海 201800
2 中国科学院大学材料科学与光电技术学院, 北京 100049
传统的接触式加工不可避免地会在光学元件上产生亚表层损伤,而大气等离子体抛光(APPP)具有非接触、可定量去除、加工过程不受材料性能影响等优点,在光学加工领域有着巨大的应用潜力。但在实际加工过程中,光学元件加工后的收敛效果并不明显,经验证明去除量随驻留时间的变化呈非线性而导致了加工误差。针对这一问题,首先优化了加工参数;之后研究了加工原理以及加工残余物对后续加工的影响,分析了加工存在非线性效应的原因;提出了一种基于变去除函数的驻留时间算法,并进行了实验验证。结果显示,对尺寸为120 mm×65 mm×10 mm的熔石英光学元件进行变去除函数加工实验,面形峰谷值(PV)的平均收敛率由加工前的21.41%提升至加工后的60.52%,面形均方根值(RMS)的平均收敛率由加工前的24.13%提升至加工后的74.79%,实现了熔石英元件的高精度快速加工,验证了变去除函数加工的有效性。
材料 大气等离子体抛光 去除函数 超精密加工 熔石英 中国激光
2021, 48(24): 2403002