首页 > 最新文献

Precision Optics Manufacturing最新文献

英文 中文
Cutting high-performance materials with ultrasonically modulated cutting speed 用超声波调制切割速度切割高性能材料
Pub Date : 2020-07-08 DOI: 10.1117/12.2565757
Armin Reif, Sebastian Sitzberger, R. Rascher
The continuing trend towards lightweight construction and the associated machining rates of up to 95 % lead to an increased use of high-performance materials. The ever growing demands on the strength and quality of components and the associated use of materials which are hard to machine require the further development of new, economical machining techniques. In ultrasonic-assisted machining, an additional high-frequency vibration is superimposed on the conventional machining process. The vibration of the tool is usually excited axially or longitudinally to the workpiece, i.e. vertical to the cutting direction. An additional vibration overlay around the rotation axis (torsional) of the tool is also possible. This generates a vibration overlay in the cutting direction. The vibration initiation causes vibration amplitudes in the range of a few micrometers at the tool cutting edge. This leads in turn to a high-frequency change in the cutting speed or feed rate. Overall, an additional torsional vibration overlap can further reduce cutting forces, increase tool life and improve workpiece quality. In order for a grinding tool to generate a torsional vibration, a special tool was required that had to be designed by simulation. The formation of a torsional vibration was achieved by helical slots in the sonotrode. Depending on the angle of rotation and the length of the slots, a part of the axial vibration is converted into a torsional vibration by an axial excitation of the sonotrode. The aim in designing the slots was to achieve the highest possible vibration amplitude. Following the simulation, the slots were inserted into the tool in the corresponding optimum geometric position. Afterwards, the specially designed grinding tool was validated by machining the brittle-hard glass-ceramic material Zerodur. The first test results with the torsionally vibrating tool are presented in the following.
轻量化结构的持续趋势和高达95%的相关机加工率导致高性能材料的使用增加。对零件的强度和质量的不断增长的要求,以及与之相关的难以加工的材料的使用,要求进一步发展新的、经济的加工技术。在超声辅助加工中,在常规加工过程中附加了一个额外的高频振动。刀具的振动通常被轴向或纵向地激发到工件上,即垂直于切削方向。在工具的旋转轴(扭转)周围也可以有额外的振动叠加。这在切割方向上产生振动叠加。在刀具切削刃处,振动的起爆使振动幅值在几微米的范围内。这反过来又导致切削速度或进给速度的高频变化。总的来说,额外的扭转振动重叠可以进一步降低切削力,增加刀具寿命,提高工件质量。为了使磨削工具产生扭振,必须通过仿真设计一种特殊的刀具。扭转振动的形成是通过声纳电极的螺旋槽实现的。根据旋转角度和狭缝长度的不同,部分轴向振动通过声极的轴向激励转化为扭转振动。设计槽的目的是为了获得尽可能高的振动幅值。仿真完成后,以相应的最佳几何位置插入刀具。随后,通过对脆硬玻璃陶瓷材料Zerodur的加工验证了所设计的磨具的有效性。扭振工具的第一次测试结果如下所示。
{"title":"Cutting high-performance materials with ultrasonically modulated cutting speed","authors":"Armin Reif, Sebastian Sitzberger, R. Rascher","doi":"10.1117/12.2565757","DOIUrl":"https://doi.org/10.1117/12.2565757","url":null,"abstract":"The continuing trend towards lightweight construction and the associated machining rates of up to 95 % lead to an increased use of high-performance materials. The ever growing demands on the strength and quality of components and the associated use of materials which are hard to machine require the further development of new, economical machining techniques. In ultrasonic-assisted machining, an additional high-frequency vibration is superimposed on the conventional machining process. The vibration of the tool is usually excited axially or longitudinally to the workpiece, i.e. vertical to the cutting direction. An additional vibration overlay around the rotation axis (torsional) of the tool is also possible. This generates a vibration overlay in the cutting direction. The vibration initiation causes vibration amplitudes in the range of a few micrometers at the tool cutting edge. This leads in turn to a high-frequency change in the cutting speed or feed rate. Overall, an additional torsional vibration overlap can further reduce cutting forces, increase tool life and improve workpiece quality. In order for a grinding tool to generate a torsional vibration, a special tool was required that had to be designed by simulation. The formation of a torsional vibration was achieved by helical slots in the sonotrode. Depending on the angle of rotation and the length of the slots, a part of the axial vibration is converted into a torsional vibration by an axial excitation of the sonotrode. The aim in designing the slots was to achieve the highest possible vibration amplitude. Following the simulation, the slots were inserted into the tool in the corresponding optimum geometric position. Afterwards, the specially designed grinding tool was validated by machining the brittle-hard glass-ceramic material Zerodur. The first test results with the torsionally vibrating tool are presented in the following.","PeriodicalId":422212,"journal":{"name":"Precision Optics Manufacturing","volume":"55 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122349305","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Manufacturing of optical elements by non-contact laser processing 非接触式激光加工制造光学元件
Pub Date : 2020-07-08 DOI: 10.1117/12.2564713
S. Schwarz, S. Rung, C. Esen, R. Hellmann
We report on a photonic process chain to manufacture optical elements by non-contact all laser based micro-processing. Firstly, pre-defined optics geometries are generated by high-precision 1030 nm femtosecond layer-by-layer ablation. In order to meet high surface quality requirements, inevitable stipulated for optical use, the surface of thus generated elements has to be smoothened by subsequent 10.6 μm CO2 laser polishing. To demonstrate this surface finishing process, a complex optic geometry i.e. an axicon array consisting of 37 individual axicons is fabricated within 23 minutes while the polishing shows a reduction of the surface roughness from 0.36 μm to 48 nm. The functionality of the fabricated optic is tested using the 1030 nm wavelength ultrashort pulsed laser. Several sub-Bessel beams exhibiting the typical zeroth-order Bessel beam intensity distribution are observed, in turn confirming the applied manufacturing process to be well applicable for the fabrication of complex optic geometries. Cross sections of the quasi-Bessel beam at the axicon in the middle of the array in both, x- and y-direction, show an almost identical intensity profile, indicating the high contour accuracy of the axicon. Detailed investigations of the axicon in the middle of the array show a tip rounding of 1.37 mm while the sub-beam behind this axicon is measured to have a diameter of 9.5 μm (FWHM) and a Bessel range in propagation direction of 8.0 mm (FWHM).
本文报道了一种非接触式全激光微加工制造光学元件的光子工艺链。首先,通过高精度1030nm飞秒逐层烧蚀生成预先定义的光学几何形状。为了满足光学使用中不可避免的高表面质量要求,由此产生的元件表面必须经过后续的10.6 μm CO2激光抛光。为了演示这种表面抛光工艺,在23分钟内制造了一个复杂的光学几何结构,即由37个单独的轴突组成的轴突阵列,同时抛光显示表面粗糙度从0.36 μm降低到48 nm。利用波长为1030nm的超短脉冲激光器对所制备的光学器件进行了功能测试。观察到几个亚贝塞尔光束表现出典型的零阶贝塞尔光束强度分布,从而证实了应用的制造工艺可以很好地适用于复杂光学几何形状的制造。准贝塞尔光束在阵列中间轴突处的x和y方向的截面显示出几乎相同的强度分布,表明轴突的轮廓精度很高。对阵列中心轴突的详细研究表明,轴突后的子光束直径为9.5 μm (FWHM),传播方向的贝塞尔范围为8.0 mm (FWHM)。
{"title":"Manufacturing of optical elements by non-contact laser processing","authors":"S. Schwarz, S. Rung, C. Esen, R. Hellmann","doi":"10.1117/12.2564713","DOIUrl":"https://doi.org/10.1117/12.2564713","url":null,"abstract":"We report on a photonic process chain to manufacture optical elements by non-contact all laser based micro-processing. Firstly, pre-defined optics geometries are generated by high-precision 1030 nm femtosecond layer-by-layer ablation. In order to meet high surface quality requirements, inevitable stipulated for optical use, the surface of thus generated elements has to be smoothened by subsequent 10.6 μm CO2 laser polishing. To demonstrate this surface finishing process, a complex optic geometry i.e. an axicon array consisting of 37 individual axicons is fabricated within 23 minutes while the polishing shows a reduction of the surface roughness from 0.36 μm to 48 nm. The functionality of the fabricated optic is tested using the 1030 nm wavelength ultrashort pulsed laser. Several sub-Bessel beams exhibiting the typical zeroth-order Bessel beam intensity distribution are observed, in turn confirming the applied manufacturing process to be well applicable for the fabrication of complex optic geometries. Cross sections of the quasi-Bessel beam at the axicon in the middle of the array in both, x- and y-direction, show an almost identical intensity profile, indicating the high contour accuracy of the axicon. Detailed investigations of the axicon in the middle of the array show a tip rounding of 1.37 mm while the sub-beam behind this axicon is measured to have a diameter of 9.5 μm (FWHM) and a Bessel range in propagation direction of 8.0 mm (FWHM).","PeriodicalId":422212,"journal":{"name":"Precision Optics Manufacturing","volume":"395 ","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133910865","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Simulating the actual imaging in the individual eye: a novel approach to calculating spectacle lenses 模拟个体眼睛的实际成像:计算眼镜镜片的新方法
Pub Date : 2020-07-08 DOI: 10.1117/12.2564665
S. Trumm, W. Becken, Yohann Bénard, G. Esser, D. Uttenweiler
When developing optical systems, every element within the light path is considered in technical optics. In ophthalmic optics, however, spectacle lenses are usually designed to provide a given optical power at a position called vertex sphere, ignoring the actual imaging processing inside the eye. We have developed a novel technology (trade name DNEye® PRO) overcoming this practice. The computation of the wavefronts does not stop at the back surface of the spectacle lens but is continued right into the eye through its refracting surfaces. The assessment no longer takes place at the vertex sphere, but at the retina. This calculation is based on individual measurements of biometrical parameters of the eye and comprises the complex shapes of the wavefronts and of the refracting surfaces including their higher-order components. As a result, effects which arise from the individual structure of the eye and its components are considered giving rise to sharper imaging and better design retention.
在开发光学系统时,在技术光学中要考虑光路内的每个元件。然而,在眼科光学中,眼镜镜片通常被设计为在称为顶点球的位置提供给定的光功率,而忽略了眼睛内部的实际成像处理。我们开发了一种新技术(商品名DNEye®PRO)来克服这种做法。波前的计算并不停留在眼镜镜片的背面,而是通过其折射表面继续直接进入眼睛。评估不再发生在顶点球上,而是在视网膜上。这种计算是基于对眼睛生物特征参数的单独测量,包括波前和折射表面的复杂形状,包括它们的高阶分量。因此,由眼睛的个别结构及其组成部分产生的影响被认为会产生更清晰的成像和更好的设计保留。
{"title":"Simulating the actual imaging in the individual eye: a novel approach to calculating spectacle lenses","authors":"S. Trumm, W. Becken, Yohann Bénard, G. Esser, D. Uttenweiler","doi":"10.1117/12.2564665","DOIUrl":"https://doi.org/10.1117/12.2564665","url":null,"abstract":"When developing optical systems, every element within the light path is considered in technical optics. In ophthalmic optics, however, spectacle lenses are usually designed to provide a given optical power at a position called vertex sphere, ignoring the actual imaging processing inside the eye. We have developed a novel technology (trade name DNEye® PRO) overcoming this practice. The computation of the wavefronts does not stop at the back surface of the spectacle lens but is continued right into the eye through its refracting surfaces. The assessment no longer takes place at the vertex sphere, but at the retina. This calculation is based on individual measurements of biometrical parameters of the eye and comprises the complex shapes of the wavefronts and of the refracting surfaces including their higher-order components. As a result, effects which arise from the individual structure of the eye and its components are considered giving rise to sharper imaging and better design retention.","PeriodicalId":422212,"journal":{"name":"Precision Optics Manufacturing","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122228561","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Setup of a new form measurement system for flat and slightly curved optics with diameters up to 1.5 metres 为直径达1.5米的平面和微弯曲光学元件建立一种新型测量系统
Pub Date : 2020-07-08 DOI: 10.1117/12.2564912
G. Ehret, Jan Spichtinger, M. Stavridis, M. Schulz
Large optics with diameters of up to 1.5 m are being used more and more in industry and science. Flatness measurements of these optics are needed with uncertainties down to a few ten nanometres. For slightly curved specimens with radii of curvature down to 10 m uncertainties in the sub-micrometre range are required. We are currently building a new form measurement system which aims to fulfil these requirements. It will be set up in 2020 and the first measurements will be carried out in 2021. The setup can be operated with different sensor heads which use deflectometric- or interferometricbased methods. We plan, amongst other things, to use Fizeau interferometers with aperture sizes of 10 mm, 100 mm and 150 mm. The mechanical and optical setup of this new system is presented and simulation results of conventional subaperture stitching methods for this system with an aperture of 100 mm are shown. We also discuss the different measurement methods for the absolute form measurement of these optics.
直径可达1.5米的大型光学器件在工业和科学中得到越来越多的应用。需要对这些光学器件进行平面度测量,其不确定度要小到几十纳米。对于曲率半径低至10米的轻微弯曲试样,需要在亚微米范围内进行不确定度。我们目前正在建立一个新的形式测量系统,旨在满足这些要求。它将于2020年建立,第一次测量将于2021年进行。该装置可以使用不同的传感器头,使用偏转测量或干涉测量为基础的方法。除其他外,我们计划使用孔径尺寸为10毫米、100毫米和150毫米的菲索干涉仪。给出了该系统的机械和光学设置,并给出了该系统孔径为100 mm的常规子孔径拼接方法的仿真结果。我们还讨论了这些光学器件的绝对形状测量的不同测量方法。
{"title":"Setup of a new form measurement system for flat and slightly curved optics with diameters up to 1.5 metres","authors":"G. Ehret, Jan Spichtinger, M. Stavridis, M. Schulz","doi":"10.1117/12.2564912","DOIUrl":"https://doi.org/10.1117/12.2564912","url":null,"abstract":"Large optics with diameters of up to 1.5 m are being used more and more in industry and science. Flatness measurements of these optics are needed with uncertainties down to a few ten nanometres. For slightly curved specimens with radii of curvature down to 10 m uncertainties in the sub-micrometre range are required. We are currently building a new form measurement system which aims to fulfil these requirements. It will be set up in 2020 and the first measurements will be carried out in 2021. The setup can be operated with different sensor heads which use deflectometric- or interferometricbased methods. We plan, amongst other things, to use Fizeau interferometers with aperture sizes of 10 mm, 100 mm and 150 mm. The mechanical and optical setup of this new system is presented and simulation results of conventional subaperture stitching methods for this system with an aperture of 100 mm are shown. We also discuss the different measurement methods for the absolute form measurement of these optics.","PeriodicalId":422212,"journal":{"name":"Precision Optics Manufacturing","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130618877","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Force and pressure analysis during overarm polishing 臂上抛光过程中的力和压力分析
Pub Date : 2020-07-08 DOI: 10.1117/12.2564903
Michael F. Benisch, O. Fähnle, R. Rascher, W. Bogner
The Preston-equation implies, that, besides the relative speed υrel and a specific constant KP, the pressure p plays a significant role for the removal rate when polishing an optical component. This paper demonstrates a possibility for a qualitative evaluation of the pressure distribution before the polishing process. A pressure-sensitive foil is used as a gauge for pressure measurement. The effectiveness of this measuring method is explained. Specific weaknesses and limitations in the use of these foils are discussed. A method for an integrated evaluation of the pressure on different spots of the polishing pad is proposed at the end of the paper.
由普雷斯顿方程可知,在光学元件抛光过程中,除了相对速度和比常数KP外,压力p对去除率也有重要影响。本文论证了在抛光前对压力分布进行定性评价的可能性。压敏箔用作压力测量的压力表。说明了该测量方法的有效性。在使用这些箔的具体弱点和限制进行了讨论。最后提出了一种综合评价抛光垫不同部位压力的方法。
{"title":"Force and pressure analysis during overarm polishing","authors":"Michael F. Benisch, O. Fähnle, R. Rascher, W. Bogner","doi":"10.1117/12.2564903","DOIUrl":"https://doi.org/10.1117/12.2564903","url":null,"abstract":"The Preston-equation implies, that, besides the relative speed υrel and a specific constant KP, the pressure p plays a significant role for the removal rate when polishing an optical component. This paper demonstrates a possibility for a qualitative evaluation of the pressure distribution before the polishing process. A pressure-sensitive foil is used as a gauge for pressure measurement. The effectiveness of this measuring method is explained. Specific weaknesses and limitations in the use of these foils are discussed. A method for an integrated evaluation of the pressure on different spots of the polishing pad is proposed at the end of the paper.","PeriodicalId":422212,"journal":{"name":"Precision Optics Manufacturing","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124293059","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
High precision glass polishing with ketchup 高精度玻璃抛光与番茄酱
Pub Date : 2020-07-08 DOI: 10.1117/12.2564867
M. Schneckenburger, Melanie Schiffner, R. Börret
Due to the advantages over conventional polishing strategies, polishing with non-Newtonian fluids are state of the art in precision shape correction of precision optical glass surfaces. The viscosity of such fluids is not constant since it changes as a function of shear rate and time. An example is during the shape correction by polishing with pitch or ice, where pitch flows slowly under its own weight and acts like a solid body during short periods of stress as its viscosity increases. One approach is to use thixotropic fluids like ketchup to reduce the roughness by polishing, without changing the shape of the sample. Tomato ketchup shows a time-dependent change in viscosity: the longer the ketchup undergoes shear stress, the lower is its viscosity. Therefore, in this article, a new processing is put forward to polishing glass surfaces with ketchup containing micro-sized Ce2O. Besides conventional ketchup, curry ketchup and an organic product were tested as well. An industrial robot onto the work piece surface guides the polishing head. The different types of ketchup are compared by means of roughness and shape accuracy and the potential regarding to manufacture high-precise optical glass surfaces.
由于非牛顿流体抛光相对于传统抛光策略的优势,非牛顿流体抛光是精密光学玻璃表面精确形状校正的最新技术。这种流体的粘度不是恒定的,因为它作为剪切速率和时间的函数而变化。例如,在用沥青或冰抛光的形状校正过程中,沥青在自身重量的作用下缓慢流动,并且随着粘度的增加,在短时间内表现得像一个固体。一种方法是使用触变流体,如番茄酱,通过抛光来降低粗糙度,而不改变样品的形状。番茄酱的黏度随时间变化,受剪切应力的时间越长,黏度越低。因此,本文提出了一种用含有微粒径Ce2O的番茄酱抛光玻璃表面的新工艺。除了传统的番茄酱外,还测试了咖喱番茄酱和一种有机产品。一个工业机器人在工件表面引导抛光头。通过对不同类型的番茄酱的粗糙度、形状精度以及制造高精度光学玻璃表面的潜力进行了比较。
{"title":"High precision glass polishing with ketchup","authors":"M. Schneckenburger, Melanie Schiffner, R. Börret","doi":"10.1117/12.2564867","DOIUrl":"https://doi.org/10.1117/12.2564867","url":null,"abstract":"Due to the advantages over conventional polishing strategies, polishing with non-Newtonian fluids are state of the art in precision shape correction of precision optical glass surfaces. The viscosity of such fluids is not constant since it changes as a function of shear rate and time. An example is during the shape correction by polishing with pitch or ice, where pitch flows slowly under its own weight and acts like a solid body during short periods of stress as its viscosity increases. One approach is to use thixotropic fluids like ketchup to reduce the roughness by polishing, without changing the shape of the sample. Tomato ketchup shows a time-dependent change in viscosity: the longer the ketchup undergoes shear stress, the lower is its viscosity. Therefore, in this article, a new processing is put forward to polishing glass surfaces with ketchup containing micro-sized Ce2O. Besides conventional ketchup, curry ketchup and an organic product were tested as well. An industrial robot onto the work piece surface guides the polishing head. The different types of ketchup are compared by means of roughness and shape accuracy and the potential regarding to manufacture high-precise optical glass surfaces.","PeriodicalId":422212,"journal":{"name":"Precision Optics Manufacturing","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124414164","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Machine learning model for robot polishing cell 机器人抛光电池的机器学习模型
Pub Date : 2020-07-08 DOI: 10.1117/12.2564633
M. Schneckenburger, L. Garcia-Barth, R. Börret
The quality of optical components such as lenses or mirrors can be described by shape errors and surface roughness. With increasing optic sizes, the stability of the polishing process becomes more and more important. If not empirically known, the optical surface must be measured after each polishing step. One approach is to mount sensors on the polishing head in order to measure process relevant quantities. On the basis of these data, Machine Learning algorithms can be applied for surface value prediction. The aim of this work is the stepwise development of an artificial neural network (ANN) in order to improve the accuracy of the models' prediction. The ANN is developed in the Python programming language using the Keras deep learning library. Beginning with simple network architecture and common training parameters. The model will then be optimized step-by-step through the implementation of different methods and Hyperparameter optimization (HPO). Data, which is generated by the sensor-integrated glass polishing head, is used to train the ANN-model. A representative part of these data is held back before, in order to validate the models' prediction. The so-called dataset contains measured values from multiple polishing runs, preceded by a design of experiment. After the model is trained on the dataset, it is able to predict the result of not yet performed polishing runs, with given polishing parameters. Concrete, the ANN is used to predict the resulting glass-surface quality, which includes the surface roughness and the shape accuracy, calculated by the material removal over time. The prediction by artificial neural networks reduces the polishing iterations and thus the production time.
光学元件如透镜或反射镜的质量可以用形状误差和表面粗糙度来描述。随着光学尺寸的增大,抛光过程的稳定性变得越来越重要。如果没有经验,光学表面必须在每个抛光步骤后测量。一种方法是在抛光头上安装传感器,以测量工艺相关的量。在这些数据的基础上,机器学习算法可以应用于表面值预测。这项工作的目的是逐步发展人工神经网络(ANN),以提高模型预测的准确性。人工神经网络是使用Keras深度学习库用Python编程语言开发的。从简单的网络架构和常用的训练参数开始。然后通过不同方法和超参数优化(HPO)的实现逐步优化模型。由传感器集成的玻璃抛光头生成的数据用于训练神经网络模型。为了验证模型的预测,这些数据的代表性部分之前被保留下来。所谓的数据集包含多次抛光运行的测量值,之前是一个实验设计。在数据集上训练模型后,它能够预测尚未执行抛光运行的结果,具有给定的抛光参数。在混凝土中,人工神经网络用于预测最终的玻璃表面质量,包括表面粗糙度和形状精度,通过材料随时间的去除来计算。人工神经网络预测减少了抛光迭代,从而减少了生产时间。
{"title":"Machine learning model for robot polishing cell","authors":"M. Schneckenburger, L. Garcia-Barth, R. Börret","doi":"10.1117/12.2564633","DOIUrl":"https://doi.org/10.1117/12.2564633","url":null,"abstract":"The quality of optical components such as lenses or mirrors can be described by shape errors and surface roughness. With increasing optic sizes, the stability of the polishing process becomes more and more important. If not empirically known, the optical surface must be measured after each polishing step. One approach is to mount sensors on the polishing head in order to measure process relevant quantities. On the basis of these data, Machine Learning algorithms can be applied for surface value prediction. The aim of this work is the stepwise development of an artificial neural network (ANN) in order to improve the accuracy of the models' prediction. The ANN is developed in the Python programming language using the Keras deep learning library. Beginning with simple network architecture and common training parameters. The model will then be optimized step-by-step through the implementation of different methods and Hyperparameter optimization (HPO). Data, which is generated by the sensor-integrated glass polishing head, is used to train the ANN-model. A representative part of these data is held back before, in order to validate the models' prediction. The so-called dataset contains measured values from multiple polishing runs, preceded by a design of experiment. After the model is trained on the dataset, it is able to predict the result of not yet performed polishing runs, with given polishing parameters. Concrete, the ANN is used to predict the resulting glass-surface quality, which includes the surface roughness and the shape accuracy, calculated by the material removal over time. The prediction by artificial neural networks reduces the polishing iterations and thus the production time.","PeriodicalId":422212,"journal":{"name":"Precision Optics Manufacturing","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123683775","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
On the metrology and analysis of MSF error MSF误差的计量与分析
Pub Date : 2020-07-08 DOI: 10.1117/12.2566251
Olga Kukso, R. Rascher, M. Pohl, R. Boerret
The aim of our research was to study middle spatial frequency errors (MSFE) on optical surfaces. We investigate the surfaces after manufacturing processes to find out the main affecting factors and to choose the proper processing parameters to minimize the size of the errors. To find an appropriate parameter window we have to be able not only to define the factors, which lead to MSFE, but also to analyze the change of the error after next following production steps.
本研究的目的是研究光学表面的中频误差(MSFE)。对加工后的表面进行了研究,找出了主要的影响因素,并选择了合适的加工参数,使加工误差最小。为了找到一个合适的参数窗口,我们不仅要能够定义导致MSFE的因素,还要能够分析下一个生产步骤后误差的变化。
{"title":"On the metrology and analysis of MSF error","authors":"Olga Kukso, R. Rascher, M. Pohl, R. Boerret","doi":"10.1117/12.2566251","DOIUrl":"https://doi.org/10.1117/12.2566251","url":null,"abstract":"The aim of our research was to study middle spatial frequency errors (MSFE) on optical surfaces. We investigate the surfaces after manufacturing processes to find out the main affecting factors and to choose the proper processing parameters to minimize the size of the errors. To find an appropriate parameter window we have to be able not only to define the factors, which lead to MSFE, but also to analyze the change of the error after next following production steps.","PeriodicalId":422212,"journal":{"name":"Precision Optics Manufacturing","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134363800","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Micro lens arrays made by CO2-laser radiation 由二氧化碳激光辐射制成的微透镜阵列
Pub Date : 2020-07-08 DOI: 10.1117/12.2566485
T. Schmidt, D. Conrad
In this article a new way of fabricating micro-optics, especially micro lens arrays (MLA’s) with lens heights up to several hundreds of micrometers is shown. Existing methods of MLA fabrication are compared to the new approach. Also applications are presented. A novel short pulse CO2-laser system is used for the production, which allows pulse lengths down to 200 ns. In combination with a common galvo-scanner system, the micro lenses are preformed by an ablation process in tens of seconds. Here, different lens diameters, lens radii and array sizes can be produced. In a second step, the MLA is fire-polished with the same laser source. For this process step the laser is switched to cw-mode. The preformed lenses melt and get a defined radius as a result of the surface tension of the molten glass. Measurements of the resulting geometry are be presented. As the results show, the laser based micro lens array fabrication process has a high reproducibility, very high flexibility, short process times and can process different glasses like borosilicate, soda lime or fused silica.
本文介绍了一种制造微光学器件的新方法,特别是透镜高度可达几百微米的微透镜阵列。将现有的MLA制造方法与新方法进行了比较。并给出了应用。一种新型的短脉冲co2激光系统用于生产,其脉冲长度可低至200ns。与普通的电激扫描系统相结合,微透镜通过烧蚀过程在几十秒内完成。在这里,可以生产不同的透镜直径,透镜半径和阵列尺寸。在第二步中,用相同的激光源对MLA进行火焰抛光。在这个过程中,激光被切换到cw模式。由于熔融玻璃的表面张力,预制透镜熔化并获得确定的半径。给出了测量结果的几何形状。结果表明,基于激光的微透镜阵列制造工艺具有高再现性、高柔韧性、加工时间短,可加工硼硅酸盐、钠石灰或熔融二氧化硅等不同玻璃。
{"title":"Micro lens arrays made by CO2-laser radiation","authors":"T. Schmidt, D. Conrad","doi":"10.1117/12.2566485","DOIUrl":"https://doi.org/10.1117/12.2566485","url":null,"abstract":"In this article a new way of fabricating micro-optics, especially micro lens arrays (MLA’s) with lens heights up to several hundreds of micrometers is shown. Existing methods of MLA fabrication are compared to the new approach. Also applications are presented. A novel short pulse CO2-laser system is used for the production, which allows pulse lengths down to 200 ns. In combination with a common galvo-scanner system, the micro lenses are preformed by an ablation process in tens of seconds. Here, different lens diameters, lens radii and array sizes can be produced. In a second step, the MLA is fire-polished with the same laser source. For this process step the laser is switched to cw-mode. The preformed lenses melt and get a defined radius as a result of the surface tension of the molten glass. Measurements of the resulting geometry are be presented. As the results show, the laser based micro lens array fabrication process has a high reproducibility, very high flexibility, short process times and can process different glasses like borosilicate, soda lime or fused silica.","PeriodicalId":422212,"journal":{"name":"Precision Optics Manufacturing","volume":"53 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133527331","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Optical freeform generation of N-BK7 by fluorine‐based plasma jet machining 氟基等离子体射流加工N-BK7的光学自由曲面
Pub Date : 2020-07-08 DOI: 10.1117/12.2564913
Faezeh Kazemi, G. Boehm, T. Arnold
The production of complex shaped optical elements like non-standard aspheres, acylinders, or freeform elements are highly demanded. Thus, optical manufacturing technologies need to be developed for optical systems to design freeform surfaces. Reactive Plasma Jet (RPJ) is one of the most promising tools for freeform generation of fused silica, SiC, ULE® and silicon. However, there are severe limitations when this technique is used for the surface machining of optical glasses like N-BK7®. The chemical interaction between plasma generated active species and metal components of N-BK7 induces the formation of a residual layer in the plasma-surface contact zone and surrounding which can degrade the capability of acquiring the required surface profile. It is shown that elevated surface temperature can modify the residual layer leading to higher predictability of freeform machining results.
复杂形状的光学元件,如非标准球体,圆柱体或自由形状元件的生产要求很高。因此,光学制造技术的发展需要光学系统来设计自由曲面。反应等离子体射流(RPJ)是自由成形熔融二氧化硅,SiC, ULE®和硅的最有前途的工具之一。然而,当这种技术用于光学玻璃(如N-BK7®)的表面加工时,存在严重的局限性。等离子体产生的活性物质与N-BK7的金属成分之间的化学相互作用导致等离子体表面接触区及其周围形成残留层,从而降低获得所需表面轮廓的能力。结果表明,提高表面温度可以改变残余层,从而提高自由曲面加工结果的可预测性。
{"title":"Optical freeform generation of N-BK7 by fluorine‐based plasma jet machining","authors":"Faezeh Kazemi, G. Boehm, T. Arnold","doi":"10.1117/12.2564913","DOIUrl":"https://doi.org/10.1117/12.2564913","url":null,"abstract":"The production of complex shaped optical elements like non-standard aspheres, acylinders, or freeform elements are highly demanded. Thus, optical manufacturing technologies need to be developed for optical systems to design freeform surfaces. Reactive Plasma Jet (RPJ) is one of the most promising tools for freeform generation of fused silica, SiC, ULE® and silicon. However, there are severe limitations when this technique is used for the surface machining of optical glasses like N-BK7®. The chemical interaction between plasma generated active species and metal components of N-BK7 induces the formation of a residual layer in the plasma-surface contact zone and surrounding which can degrade the capability of acquiring the required surface profile. It is shown that elevated surface temperature can modify the residual layer leading to higher predictability of freeform machining results.","PeriodicalId":422212,"journal":{"name":"Precision Optics Manufacturing","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132679485","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
期刊
Precision Optics Manufacturing
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1