• 제목/요약/키워드: Software based calibration

검색결과 79건 처리시간 0.023초

오프라인 프로그래밍을 위한 3차원 레이저 스캐닝 시스템 기반의 로봇 캘리브레이션 방법 개발 (Development of robot calibration method based on 3D laser scanning system for Off-Line Programming)

  • 김현수
    • 한국산학기술학회논문지
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    • 제20권3호
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    • pp.16-22
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    • 2019
  • 로봇을 적용한 자동화 생산 라인에서 로봇 셋업 시 시뮬레이션을 통한 Off-Line Programming(OLP)과 로봇 캘리브레이션은 작업 시간을 단축하고 양산 전부터 생산 품질을 관리하기 위해 필수적이다. 본 연구에서는 상용 3D 스캐너를 사용하여 생산 라인의 CAD 데이터와 현장의 3차원 측정 스캔 데이터를 정합하는 로봇 캘리브레이션 방법을 개발하였다. 제안한 방법은 Iterative Closest Point(ICP) 알고리즘을 통해 두 개의 3차원 점군 데이터를 정합하여 로봇을 교정한다. 정합은 3단계로 수행한다. 먼저 CAD 데이터로부터 3개의 평면으로 연결된 꼭짓점을 특징점으로 추출한다. 추출한 특징점 주변에 위치한 스캔 점군데이터로부터 평면을 재구성하여 대응하는 특징점을 생성한다. 마지막으로 ICP 알고리즘을 통해 추출한 특징점들 간의 거리를 최소화하여 위치 변환 행렬을 계산한다. 자동차 차체 조립라인의 스팟용접 로봇 설치에 제안한 방법을 적용한 결과 스팟용접에서 일반적으로 요구하는 정밀도 1.5mm 수준으로 로봇의 위치 및 자세를 캘리브레이션 할 수 있었으며, 기존에 레이저 트래커를 사용하면 로봇 한 대당 5시간 이상 소요되던 셋업 시간은 40분 이내로 단축할 수 있었다. 개발한 시스템을 사용하면 차체 스팟 용접에 필요한 정밀도를 유지하면서 자동차 차체 조립 라인의 OLP 작업시간을 단축하여, 로봇 정밀 티칭 시간을 단축하여, 생산제품의 품질 향상 및 불량률을 최소화할 수 있다.

Maximum damage prediction for regular reinforced concrete frames under consecutive earthquakes

  • Amiri, Gholamreza Ghodrati;Rajabi, Elham
    • Earthquakes and Structures
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    • 제14권2호
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    • pp.129-142
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    • 2018
  • The current paper introduces a new approach for development of damage index to obtain the maximum damage in the reinforced concrete frames caused by as-recorded single and consecutive earthquakes. To do so, two sets of strong ground motions are selected based on maximum and approximately maximum peak ground acceleration (PGA) from "PEER" and "USGS" centers. Consecutive earthquakes in the first and second groups, not only occurred in similar directions and same stations, but also their real time gaps between successive shocks are less than 10 minutes and 10 days, respectively. In the following, a suite of six concrete moment resisting frames, including 3, 5, 7, 10, 12 and 15 stories, are designed in OpenSees software and analyzed for more than 850 times under two groups of as-recorded strong ground motion records with/without seismic sequences phenomena. The idealized multilayer artificial neural networks, with the least value of Mean Square Error (MSE) and maximum value of regression (R) between outputs and targets were then employed to generate the empirical charts and several correction equations for design utilization. To investigate the effectiveness of the proposed damage index, calibration of the new approach to existing real data (the result of Park-Ang damage index 1985), were conducted. The obtained results show good precision of the developed ANNs-based model in predicting the maximum damage of regular reinforced concrete frames.

Edge Detecting Algorithm을 이용한 OLED 보호 필름의 Real Time Inspection에 대한 연구 (A study on real time inspection of OLED protective film using edge detecting algorithm)

  • 한주석;한봉석;한유진;최두선;김태민;고강호;박정래;임동욱
    • Design & Manufacturing
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    • 제14권2호
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    • pp.14-20
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    • 2020
  • In OLED panel production process, it is necessary to cut a part of protective film as a preprocess for lighting inspection. The current method is to recognize only the fiducial mark of the cut-out panel. Bare Glass Cutting does not compensate for machining cumulative tolerances. Even though process defects still occur, it is necessary to develop technology to solve this problem because only the Align Mark of the panel that has already been cut is used as the reference point for alignment. There is a lot of defective lighting during panel lighting test because the correct protective film is not cut on the panel power and signal application pad position. In laser cutting process to remove the polarizing film / protective film / TSP film of OLED panel, laser processing is not performed immediately after the panel alignment based on the alignment mark only. Therefore, in this paper, we performed real time inspection which minimizes the mechanism tolerance by correcting the laser cutting path of the protective film in real time using Machine Vision. We have studied calibration algorithm of Vision Software coordinate system and real image coordinate system to minimize inspection resolution and position detection error and edge detection algorithm to accurately measure edge of panel.

원격작업 지시를 이용한 생물산업공정의 생력화 (I) -대상체 인식 및 3차원 좌표 추출- (Automation of Bio-Industrial Process Via Tele-Task Command(I) -identification and 3D coordinate extraction of object-)

  • 김시찬;최동엽;황헌
    • Journal of Biosystems Engineering
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    • 제26권1호
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    • pp.21-28
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    • 2001
  • Major deficiencies of current automation scheme including various robots for bioproduction include the lack of task adaptability and real time processing, low job performance for diverse tasks, and the lack of robustness of take results, high system cost, failure of the credit from the operator, and so on. This paper proposed a scheme that could solve the current limitation of task abilities of conventional computer controlled automatic system. The proposed scheme is the man-machine hybrid automation via tele-operation which can handle various bioproduction processes. And it was classified into two categories. One category was the efficient task sharing between operator and CCM(computer controlled machine). The other was the efficient interface between operator and CCM. To realize the proposed concept, task of the object identification and extraction of 3D coordinate of an object was selected. 3D coordinate information was obtained from camera calibration using camera as a measurement device. Two stereo images were obtained by moving a camera certain distance in horizontal direction normal to focal axis and by acquiring two images at different locations. Transformation matrix for camera calibration was obtained via least square error approach using specified 6 known pairs of data points in 2D image and 3D world space. 3D world coordinate was obtained from two sets of image pixel coordinates of both camera images with calibrated transformation matrix. As an interface system between operator and CCM, a touch pad screen mounted on the monitor and remotely captured imaging system were used. Object indication was done by the operator’s finger touch to the captured image using the touch pad screen. A certain size of local image processing area was specified after the touch was made. And image processing was performed with the specified local area to extract desired features of the object. An MS Windows based interface software was developed using Visual C++6.0. The software was developed with four modules such as remote image acquisiton module, task command module, local image processing module and 3D coordinate extraction module. Proposed scheme shoed the feasibility of real time processing, robust and precise object identification, and adaptability of various job and environments though selected sample tasks.

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가상주행과 실차주행의 운전자 주행행태 차이에 관한 연구 (A Study on the Compensation of the Difference of Driving Behavior between the Driving Vehicle and Driving Simulator)

  • 박진호;임준범;주성갑;이수범
    • 한국도로학회논문집
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    • 제17권2호
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    • pp.107-122
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    • 2015
  • PURPOSES : The use of virtual driving tests to determine actual road driving behavior is increasing. However, the results indicate a gap between real and virtual driving under same road conditions road based on ergonomic factors, such as anxiety and speed. In the future, the use of virtual driving tests is expected to increase. For this reason, the purpose of this study is to analyze the gap between real and virtual driving on same road conditions and to use a calibration formula to allow for higher reliability of virtual driving tests. METHODS : An intelligent driving recorder was used to capture real driving. A driving simulator was used to record virtual driving. Additionally, a virtual driving map was made with the UC-Win/Road software. We gathered data including geometric structure information, driving information, driver information, and road operation information for real driving and virtual driving on the same road conditions. In this study we investigated a range of gaps, driving speeds, and lateral positions, and introduced a calibration formula to the virtual record to achieve the same record as the real driving situation by applying the effects of the main causes of discrepancy between the two (driving speed and lateral position) using a linear regression model. RESULTS: In the virtual driving test, driving speed and lateral position were determined to be higher and bigger than in the real Driving test, respectively. Additionally, the virtual driving test reduces the concentration, anxiety, and reality when compared to the real driving test. The formula includes four variables to produce the calibration: tangent driving speed, curve driving speed, tangent lateral position, and curve lateral position. However, the tangent lateral position was excluded because it was not statistically significant. CONCLUSIONS: The results of analyzing the formula from MPB (mean prediction bias), MAD (mean absolute deviation) is after applying the formula to the virtual driving test, similar to the real driving test so that the formula works. Because this study was conducted on a national, two-way road, the road speed limit was 80 km/h, and the lane width was 3.0-3.5 m. It works in the same condition road restrictively.

Data reduction package for the Immersion Grating Infrared Spectrograph (IGRINS)

  • Sim, Chae Kyung;Le, Huynh Anh Nguyen;Pak, Soojong;Lee, Hye-In;Kang, Wonseok;Chun, Moo-Young;Jeong, Ueejeong;Yuk, In-Soo;Kim, Kang-Min;Park, Chan;Jaffe, Daniel T.;Pavel, Michael
    • 천문학회보
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    • 제38권2호
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    • pp.84.1-84.1
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    • 2013
  • We present a python-based data reduction pipeline for the Immersion GRating INfrared Spectrograph (IGRINS). IGRINS covers the complete H- and K-bands in a single exposure with a spectral resolving power of greater than 40,000. IGRINS is designed to be compatible with telescopes of diameters ranging from 2.7-m (the Harlan J. Smith telescope at McDonald Observatory) to 8-10m. Commissioning and initial operation will be on the 2.7-m telescope from late 2013. The pipeline package is a part of the IGRINS software and designed to be compatible with other package that maneuvers the spectrograph during the observation. This package provides high-quality spectra with minimal human intervention and the processes of order extraction, distortion correction, and wavelength calibration can be automatically carried out using the predefined functions (e.g. echellogram mapping and 2D transform). Since the IGRINS is a prototype of the Giant Magellan Telescope Near-Infrared Spectrometer (GMTNIRS), this pipeline will be extended to the GMTNIRS software.

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AMPLITUDE CORRECTION FACTORS OF KOREAN VLBI NETWORK OBSERVATIONS

  • LEE, SANG-SUNG;BYUN, DO-YOUNG;OH, CHUNG SIK;KIM, HYO RYOUNG;KIM, JONGSOO;JUNG, TAEHYUN;OH, SE-JIN;ROH, DUK-GYOO;JUNG, DONG-KYU;YEOM, JAE-HWAN
    • 천문학회지
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    • 제48권5호
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    • pp.229-236
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    • 2015
  • We report results of investigation of amplitude calibration for very long baseline interferometry (VLBI) observations with Korean VLBI Network (KVN). Amplitude correction factors are estimated based on comparison of KVN observations at 22 GHz correlated by Daejeon hardware correlator and DiFX software correlator in Korea Astronomy and Space Science Institute (KASI) with Very Long Baseline Array (VLBA) observations at 22 GHz by DiFX software correlator in National Radio Astronomy Observatory (NRAO). We used the observations for compact radio sources, 3C 454.3, NRAO 512, OJ 287, BL Lac, 3C 279, 1633+382, and 1510–089, which are almost unresolved for baselines in a range of 350-477 km. Visibility data of the sources obtained with similar baselines at KVN and VLBA are selected, fringe-fitted, calibrated, and compared for their amplitudes. We find that visibility amplitudes of KVN observations should be corrected by factors of 1.10 and 1.35 when correlated by DiFX and Daejeon correlators, respectively. These correction factors are attributed to the combination of two steps of 2-bit quantization in KVN observing systems and characteristics of Daejeon correlator.

스마트폰 환경하의 실시간 처리를 위한 가변 탐색영역을 이용한 마커 추적 방법 (Realtime Processing for Marker Tracking in Smart-Phone Environment Using Deformable Searching Area)

  • 김세훈;임성준;이민호;김계영;최형일
    • 한국HCI학회:학술대회논문집
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    • 한국HCI학회 2009년도 학술대회
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    • pp.542-546
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    • 2009
  • 모바일상의 혼합현실 기반의 소프트웨어 기술은 현재 국내외적으로 시작 단계에 있다. 하지만 급속한 모바일 인터넷 인프라의 확산, 모바일 기기의 성능 향상 및 개방형 모바일 OS의 등장으로 인해 모바일 혼합현실과 같은 새로운 융합형 IT기술이 사용자의 요구에 부흥하여, 수요가 급신장 되고 있다. 모바일 혼합현실 기반 기술 중 하나인 마커의 검출과 추적은 혼합현실의 가장 기본이며 매우 중요한 과정이다. 본 논문에서는 낮은 CPU를 이용하는 모바일 환경에 최적화된 실시간 마커 추적 방법에 대하여 제안한다. 낮은 CPU의 처리속도를 보완하기 위하여 처리영역을 축소하여 가변 탐색영역내의 공간에서 처리를 수행하고, 좌표변환정보를 이용하여 추적을 수행하는 캘리브레이션 과정을 대신하여 캠 시프트 알고리즘을 이용하여 효과적인 추적 방법을 제안한다.

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The Ka-band Low Noise and Stable Receiver Design of Digital Correlation Radiometer for High Spatial Resolution

  • Choi, Jun-Ho;Kim, Sung-Hyun;Kang, Gum-Sil;Park, Hyuk;Choi, Seh-Wan;Jiang, Jing-Shan;Kim, Yong-Hoon
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 2002년도 Proceedings of International Symposium on Remote Sensing
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    • pp.297-302
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    • 2002
  • The subsystems of two channel correlation radiometer such as RF front-end, IF and LF unit, LO unit, software based I/Q demodulator and complex correlator are characterized and their performance is analyzed in this paper. The limited hardware calibration method and receiver design consideration are discussed. The receiver architecture of 37GHz correlation radiometer is integrated. The designed radiometer employs a single-sideband superheterodyne receiver. The center frequency of the radiometer is 37 GHz and IF center frequency is 1.95 GHz with the equivalent noise bandwidth of 79.6 MHz. The receiver has less than 4.2 dB noise figure which is calculated by the Y-factor method and its gain can be adjusted from 60 dB to 80 dB.

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$GafChromic^{(R)}$ EBT2 Film Dosimetry를 위한 품질 관리용 초기 프로그램 개발 (Development of Preliminary Quality Assurance Software for $GafChromic^{(R)}$ EBT2 Film Dosimetry)

  • 박지연;이정우;최경식;홍세미;박병문;배용기;정원균;서태석
    • 한국의학물리학회지:의학물리
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    • 제21권1호
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    • pp.113-119
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    • 2010
  • GafChromic EBT2 필름 dosimetry에 필요한 품질 관리용 소프트웨어를 개발하였다. 개발한 프로그램에서는 EBT2 필름특성에 맞게 붉은색, 초록색, 파란색 및 회색 채널에 따른 필름 교정이 가능하도록 하였다. 또한 평판형 스캐너의 빛의 산란 효과나 필름 내 방사선에 반응하는 물질(active layer)의 두께 차이가 선량 검증에 미치는 영향을 평가할 수 있도록 하였다. EBT2 필름을 이용한 측정 결과는 방사선 치료계획 시스템, ECLIPSE 또는 2차원 이온 전리함 배열의 선량 값과 비교할 수 있다. 개발한 소프트웨어를 이용한 GafChromic EBT2 필름의 선량 검증은 파일 입력, 잡음 제거, 배경 보정(background) 및 반응 물질 보정(active layer correction), 선량 계산 및 평가 단계를 통해서 이루어진다. 절대적 또는 상대적 배경 보정 방법을 선택적으로 적용할 수 있으며 필름 교정 결과 및 교정 곡선에 대한 적합식(fitting equation)은 결과 파일로 출력할 수 있다. 선량 행렬의 화소 크기 조정을 위한 보간법, 대화식 영상 이동 및 회전 기능을 이용하여 선량 행렬 간 구조적 위치를 일치시킨 후, 빔 측면도(beam profile) 및 등선량곡선(isodose curve)을 비교할 수 있다. 또한 거리 및 선량 차이에 대한 허용값을 적용하여 gamma index 및 gamma histogram을 이용한 선량 분석이 가능하다. 60도 동적 쐐기 조사면과 전립선 세기조절방사선치료의 조사면을 이용하여 개발한 소프트웨어의 기초 성능 평가를 수행하였을 때, 동적 쐐기 조사면에서 ECLIPSE와 EBT2 필름 간 절대적 빔 측면도는 3% 오차 범위 내에서 일치하였다. EBT2 필름을 이용한 두 종류의 선량 검증 모두, 99% 이상의 영역이 3 mm, 3%의 gamma index의 평가 기준을 만족하였다. 개발한 선량 검증용 소프트웨어를 이용하여 주기적으로 수행되는 일반적인 품질관리뿐만 아니라 빔의 세기가 조절된 복잡한 조사면의 품질관리에도 활용할 수 있으며, Radiochromic 필름을 이용한 선량 평가에 필요한 유용한 분석 툴을 제공할 수 있다.