• 제목/요약/키워드: Stereo pattern recognition(SPR)

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SPR 기법을 이용한 회전 블레이드의 변형 및 모션 측정 (Measurement of Rotor Blade Deformation and Motions using Stereo Pattern Recognition Method)

  • 박재원;김홍일;한재흥;김도형;송근웅
    • 한국항공우주학회지
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    • 제39권5호
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    • pp.442-450
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    • 2011
  • 회전 블레이드의 모션을 측정하기 위해 스테레오 패턴 인식 (stereo pattern recognition, SPR) 기법을 적용한 측정 시스템을 구성하고 실험을 수행하였다. 시스템 요구사항을 만족시키는 스테레오 카메라를 확보하여 SPR 기반의 측정 시스템을 준비하였다. 시스템의 측정불확도를 계산하기 위한 일련의 실험을 통해, 본 SPR 시스템이 2m~4.2m의 측정 거리에서 0.2mm 이내의 표준불확도를 가짐을 확인하였다. 이를 이용하여 계산한 블레이드 모션의 합성표준불확도는, 리드-래그, 플래핑, 비틀림 운동에 대해 각각 0.296mm, 0.209mm, $0.238^{\circ}$ 이었다. 본 SPR 시스템을 한국항공우주연구원의 소형로터 시험장치에 설치하고 회전속도와 콜렉티브 피치각을 각각 360rpm, 589rpm, 그리고 $0^{\circ}$, $4^{\circ}$, $6^{\circ}$로 바꾸어가며, 지상 제자리비행 조건에서 블레이드의 모션과 탄성 변형을 성공적으로 측정하였다. Higher Harmonic Control Aeroacoustic Rotor Test -II 에서 사용한 측정 시스템과의 비교를 통하여 본 시스템의 장점을 분석하였다.

스테레오 영상을 이용한 비행 중인 항공기 날개의 변위 및 진동 측정 (Measurement of Aircraft Wing Deformation and Vibration Using Stereo Pattern Recognition Method)

  • 김호영;윤종민;한재흥;권혁준
    • 한국소음진동공학회논문집
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    • 제25권8호
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    • pp.568-574
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    • 2015
  • The present study was conducted by using stereo pattern recognition method(SPR method) to measure the displacement and vibration of an airplane wing in flight condition. A SPR based measurement system was developed using two visible light stereo cameras. The visible light stereo images were processed to obtain marker points by adaptive threshold method and marker filtering technique. The marker points were used to reconstruct 3D point, displacement, and vibration data. The SPR system was installed on F-16 fighter. The wing displacement and vibration were measured in flight condition. Therefore, this paper presents a possibility that SPR based measurement system using visible light stereo camera can be very useful for measuring displacement and vibration of an airplane in flight condition.

SPR(Stereo Pattern Recognition) 기법을 이용한 동축 로터 블레이드의 변형에 대한 실험적 연구 (An Experimental Study on Blade Deformation of Coaxial Rotor System Using SPR(Stereo Pattern Recognition) Technique)

  • 유찬호;윤병일;채상현;김도형;김덕관
    • 한국항공우주학회지
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    • 제48권8호
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    • pp.597-609
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    • 2020
  • 동축 로터 시스템은 기존의 헬리콥터뿐만 아니라 드론, PAV, 차세대 고속 회전익기 및 화성탐사용 헬리콥터에 적용되는 등, 활용 분야가 점점 넓어지고 있다. 로터 시스템의 성능 연구는 기존 연구에서 동축 로터를 대상으로도 여러 차례 수행되었으나, 로터 블레이드의 변형에 대한 연구는 주로 단일 로터 시스템만을 대상으로 진행되었다. 하지만 동축 로터 시스템에서는 주변에서 발생하는 유동이 복잡하며, 두 로터의 간격이 로터 시스템 전체의 성능에 주요한 영향을 주므로 블레이드의 변형 연구가 더욱 중요하다. 이에 본 연구에서는 최신식 고속 영상촬영 기법 중 하나인 SPR(Stereo Pattern Recognition) 기법을 사용해 동축 로터 블레이드의 변형 측정에 대한 실험적 연구를 수행하였다. 본 연구에는 한국항공우주연구원에서 개발한 축소 동축 로터 시험장치가 사용되었으며, 로터 블레이드의 변형과 성능의 연관성을 고찰하기 위해 동축 로터 시스템의 성능시험이 선행되었다. 해당 시스템의 로터 블레이드 변형을 SPR 기법으로 측정한 결과는 사전에 진행된 성능시험 결과와 함께 본 논문에 제시되었다.

MSBS-SPR Integrated System Allowing Wider Controllable Range for Effective Wind Tunnel Test

  • Sung, Yeol-Hun;Lee, Dong-Kyu;Han, Jong-Seob;Kim, Ho-Young;Han, Jae-Hung
    • International Journal of Aeronautical and Space Sciences
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    • 제18권3호
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    • pp.414-424
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    • 2017
  • This paper introduces an experimental device which can measure accurate aerodynamic forces without support interference in wide experimental region for wind tunnel test of micro aerial vehicles (MAVs). A stereo pattern recognition (SPR) method was introduced to a magnetic suspension and balance system (MSBS), which can eliminate support interference by levitating the experimental model, to establish wider experimental region; thereby MSBS-SPR integrated system was developed. The SPR method is non-contact, highly accurate three-dimensional position measurement method providing wide measurement range. To evaluate the system performance, a series of performance evaluations including SPR system measurement accuracy and 6 degrees of freedom (DOFs) position/attitude control of the MAV model were conducted. This newly developed system could control the MAV model rapidly and accurately within almost 60mm for translational DOFs and 40deg for rotational DOFs inside of $300{\times}300mm$ test section. In addition, a static wind tunnel test was conducted to verify the aerodynamic force measurement capability. It turned out that this system could accurately measure the aerodynamic forces in low Reynolds number, even for the weak forces which were hard to measure using typical balance system, without making any mechanical contact with the MAV model.

Performance evaluation method of homogeneous stereo camera system for full-field structural deformation estimation

  • Yun, Jong-Min;Kim, Ho-Young;Han, Jae-Hung;Kim, Hong-Il;Kwon, Hyuk-Jun
    • International Journal of Aeronautical and Space Sciences
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    • 제16권3호
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    • pp.380-393
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    • 2015
  • This study presents how we can evaluate stereo camera systems for the structural deformation monitoring. A stereo camera system, consisting of a set of stereo cameras and reflective markers attached on the structure, is introduced for the measurement and the stereo pattern recognition (SPR) method is utilized for the full-field structural deformation estimation. Performance of this measurement system depends on many parameters including types and specifications of the cameras, locations and orientations of them, and sizes and positions of markers; it is difficult to experimentally identify the effects of each parameter on the measurement performance. In this study, a simulation framework for evaluating performance of the stereo camera systems with various parameters has been developed. The maximum normalized root-mean-square (RMS) error is defined as a representative index of stereo camera system performance. A plate structure is chosen for an introductory example. Its several modal harmonic vibrations are generated and estimated in the simulation framework. Two cases of simulations are conducted to see the effects of camera locations and the resolutions of the cameras. An experimental validation is carried out for a few selected cases from the simulations. Using the simultaneous laser displacement sensor (LDS) measurements as the reference, the measurement errors are obtained and compared with the simulations.

Development of a Point Tracking System for Measuring Structural Deformations Using Commercial Video Cameras

  • Kim, Hong-Il;Kim, Ho-Young;Park, Hyun-Jin;Han, Jae-Hung;Kim, Jun-Bum;Kim, Do-Hyung;Han, Jeong-Ho
    • International Journal of Aeronautical and Space Sciences
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    • 제10권2호
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    • pp.86-94
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    • 2009
  • This paper deals with the creation of a new, low-cost point/position tracking system that can measure deformations in engineering structures with simple commercially widespread cameras. Though point tracking systems do exist today, such as Stereo Pattern Recognition (SPR) and Projection Moir$\acute{e}$ Interferometry (PMI) systems, they are far too costly to use to analyze small, simple structures because complex optical components such as large flashes, high-resolution cameras and data acquisition systems with several computers are required. We developed a point tracking system using commercial cameras. This system used IR LEDs and commercial IR CCD cameras to minimize the interference posed by other extraneous light sources. The main algorithm used for this system is an optical point tracking algorithm, which is composed of the point extraction algorithm and the point matching algorithm for 3-D motion estimation. a series of verification tests were performed. Then, the developed point tracking system was applied to measure deformations of an acrylic plate under a mechanical load. The measured deformations of the acrylic plate matched well with the numerical analysis results. The results indicate that the developed point tracking system is reliable enough to measure continuous deformed shapes of various engineering structures.