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Monte Carlo simulation in optical coherence tomography for quality inspection of materials
Institute of Applied Physics RAS. (Laboratory of Biophotonics)
KTH, School of Industrial Engineering and Management (ITM), Production Engineering, Metrology and Optics. (Industrial Metrology and Optics)ORCID iD: 0000-0003-0776-3716
Laboratory of Biophotonics, Institute of Applied Physics RAS.
KTH, School of Industrial Engineering and Management (ITM), Production Engineering, Metrology and Optics.ORCID iD: 0000-0002-0105-4102
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2013 (English)Conference paper, Published paper (Refereed)
Abstract [en]

Quality inspection of materials is one of modern applications of optical coherence tomography (OCT) featuring non-invasiveness and high speed required for in-production control of such materials as paper and alumina ceramics. Some of materials to be controlled are characterized by high scattering which can introduce distortions to the obtained OCT images, therefore additional interpretation can be required in order to evaluate material quality. In order to understand formation of OCT images of highly scattering materials samples and evaluate OCT potential for their quality inspection Monte Carlo simulations could be employed. This paper discusses application of Monte Carlo technique for simulation of OCT inspection of paper and alumina ceramics samples. Implementation of Monte Carlo simulation allows to evaluate the effect of OCT setup parameters and material properties on formation of the OCT-images. Multilayer models of paper and alumina ceramics structures are involved in the study.

Place, publisher, year, edition, pages
2013. 65-67 p.
Keyword [en]
OCT, Monte Carlo simulations, paper, alumina ceramics
National Category
Other Engineering and Technologies not elsewhere specified
Research subject
SRA - Production
Identifiers
URN: urn:nbn:se:kth:diva-133699OAI: oai:DiVA.org:kth-133699DiVA: diva2:662828
Conference
1st International Symposium on Optical Coherence Tomography for Non-Destructive Testing,13.-14.02.2013, Linz, Austria
Funder
EU, FP7, Seventh Framework Programme, FP7-NMP4-2007-214122XPRES - Initiative for excellence in production research
Note

QC 20131128

Available from: 2013-11-08 Created: 2013-11-08 Last updated: 2014-04-28Bibliographically approved
In thesis
1. Improved inspection and micrometrology of embedded structures in multi-layered ceramics: Development of optical coherence tomographic methods and tools
Open this publication in new window or tab >>Improved inspection and micrometrology of embedded structures in multi-layered ceramics: Development of optical coherence tomographic methods and tools
2014 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

Roll-to-roll manufacturing of micro components based on advanced printing, structuring and lamination of ceramic tapes is rapidly progressing. This large-scale and cost-effective manufacturing process of ceramic micro devices is however prone to hide defects within the visually opaque tape stacks. To achieve a sustainable manufacturing with zero defects in the future, there is an urgent need for reliable inspection systems. The systems to be developed have to perform high-resolution in-process quality control at high speed. Optical coherence tomography (OCT) is a promising technology for detailed in-depth inspection and metrology. Combined with infrared screening of larger areas it can solve the inspection demands in the roll-to-roll ceramic tape processes. In this thesis state-of-art commercial and laboratory OCT systems, operating at the central wavelength of 1.3 µm and 1.7 µm respectively, are evaluated for detecting microchannels, metal prints, defects and delaminations embedded in alumina and zirconia ceramic layers at hundreds of micrometers beneath surfaces.

The effect of surface roughness induced scattering and scattering by pores on the probing radiation, is analyzed by experimentally captured and theoretically simulated OCT images of the ceramic samples, while varying surface roughnesses and operating wavelengths. By extending the Monte Carlo simulations of the OCT response to the mid-infrared the optimal operating wavelength is found to be 4 µm for alumina and 2 µm for zirconia. At these wavelengths we predict a sufficient probing depth of about 1 mm and we demonstrate and discuss the effect of rough surfaces on the detectability of embedded boundaries.

For high-precision measurement a new and automated 3D image processing algorithm for analysis of volumetric OCT data is developed. We show its capability by measuring the geometric dimensions of embedded structures in ceramic layers, extracting features with irregular shapes and detecting geometric deformations. The method demonstrates its suitability for industrial applications by rapid inspection of manufactured samples with high accuracy and robustness.

The new inspection methods we demonstrate are finally analyzed in the context of measurement uncertainty, both in the axial and lateral cases, and reveal that scattering in the sample indeed affects the lateral measurement uncertainty. Two types of image artefacts are found to be present in OCT images due to multiple reflections between neighboring boundaries and inhomogeneity of refractive index. A wavefront aberration is found in the OCT system with a scanning scheme of two galvo mirrors, and it can be corrected using our image processing algorithm.

Place, publisher, year, edition, pages
Stockholm: KTH Royal Institute of Technology, 2014. xi, 134 p.
Series
TRITA-IIP, ISSN 1650-1888 ; 14:01
Keyword
Metrology, Optical Coherence Tomography, Ceramics, Embedded Structure, Multilayer, Nondestructive Testing, Optical Inspection, Critical Dimension Measurement, Infrared Imaging, Scattering, Mie Calculation, Image Processing, Monte Carlo Simulation, 测量学, 光学相干断层扫描术,陶瓷,嵌入式结构,多层,无损检测,光学检测,关键尺寸测量,红外成像,散射,Mie计算,图像处理,Monte Carlo模拟
National Category
Engineering and Technology
Research subject
SRA - Production
Identifiers
urn:nbn:se:kth:diva-144595 (URN)978-91-7595-090-7 (ISBN)
Public defence
2014-05-16, Brinellsalen, M311, Brinellvägen 68, KTH, Stockholm, 10:00 (English)
Opponent
Supervisors
Projects
Multilayer (FP7-NMP4-2007-214122)
Funder
XPRES - Initiative for excellence in production researchEU, FP7, Seventh Framework Programme, FP7-NMP4-2007-214122
Note

QC 20140428

Available from: 2014-04-28 Created: 2014-04-25 Last updated: 2015-01-16Bibliographically approved

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OCT4NDT_MK_RS_2013(276 kB)210 downloads
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