• 제목/요약/키워드: Error-compensation

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모바일 OIS 움직임 검출부의 손떨림 상태 검출 및 오차 보상을 위한 퍼지기반 알고리즘의 설계 및 구현 (Design and Implementation of Fuzzy-based Algorithm for Hand-shake State Detection and Error Compensation in Mobile OIS Motion Detector)

  • 이승권;공진흥
    • 전자공학회논문지
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    • 제52권8호
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    • pp.29-39
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    • 2015
  • 본 논문은 모바일 광학식 손떨림 보정(OIS) 움직임 검출부의 성능과 안정도를 높이기 위하여 퍼지기반 손떨림 상태 검출 및 오차 보상 알고리즘의 설계 및 구현을 기술한다. OIS 움직임 검출을 위한 자이로 센서 출력에는 소자의 고유 오차가 포함되어 있기 때문에 신속한 손떨림 보정과 안정적인 손떨림 상태 검출을 위해서 정확한 오차 보상이 요구된다. 본 연구에서는 퍼지 알고리즘을 기반으로 낮은 연산량을 통해서 손떨림 주파수에 대한 각도 및 위상 오차를 신속하게 줄여서 보정 성능을 개선하였다. 또한 손떨림 각도 크기에 따라 {정지, 작은 손떨림, 큰 손떨림, 팬/틸트} 등의 손떨림 상태를 적절히 구분해서 시스템의 안정성을 향상시켰다. 모바일 OIS 움직임 검출부를 위해 제안된 알고리즘의 성능 및 안정도를 실제 손떨림과 같은 2~12Hz 주파수 범위의 ${\pm}0.5^{\circ}$, ${\pm}0.8^{\circ}$ 손떨림 진동에 대해서 정량적 및 정성적 실험으로써 평가하였다. 실험결과를 통해서 기존 BACF/DCF 알고리즘과 비교해서 평균 3.71dB의 개선된 성능을 검증하였고, 4가지 손떨림 상태를 안정적으로 검출하는 동작을 확인하였다.

공작기계의 오차요소 측정을 통한 3차원 위치정밀도 향상 (The enhancement of 3-dimensional positioning accuracy by measuring error factors for CNC machine tools)

  • 손진욱;서석환;정세용;이응석;위현곤
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 1994년도 추계학술대회 논문집
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    • pp.260-265
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    • 1994
  • Efforts have been devoted to developing rapid and accurate methods for measuring the errors of machine tools. The method os measurement and calibration of machine tool errors should be general and efficient. The objective of this study is to show in detail the full sequence from the measurement of errors factors to the verification of the positioning accuracy after compensation for the volumetric error. In this paper, we described the steps in measuring the volumetric error parameters, a general error model composed of error parameters, temperature, and the desired position. The validity of the error calibration methods proposed in this paper was tested using a vertical 3-axis CNC machine with a laser interferometer and a ball bar.

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Development of Thermal Error Model with Minimum Number of Variables Using Fuzzy Logic Strategy

  • 이진현;이재하;양성한
    • Journal of Mechanical Science and Technology
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    • 제15권11호
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    • pp.1482-1489
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    • 2001
  • Thermally-induced errors originating from machine tool errors have received significant attention recently because high speed and precise machining is now the principal trend in manufacturing proce sses using CNC machine tools. Since the thermal error model is generally a function of temperature, the thermal error compensation system contains temperature sensors with the same number of temperature variables. The minimization of the number of variables in the thermal error model can affect the economical efficiency and the possibility of unexpected sensor fault in a error compensation system. This paper presents a thermal error model with minimum number of variables using a fuzzy logic strategy. The proposed method using a fuzzy logic strategy does not require any information about the characteristics of the plant contrary to numerical analysis techniques, but the developed thermal error model guarantees good prediction performance. The proposed modeling method can also be applied to any type of CNC machine tool if a combination of the possible input variables is determined because the error model parameters are only calculated mathematically-based on the number of temperature variables.

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Position error compensation of the multi-purpose overload robot in nuclear power plants

  • Qin, Guodong;Ji, Aihong;Cheng, Yong;Zhao, Wenlong;Pan, Hongtao;Shi, Shanshuang;Song, Yuntao
    • Nuclear Engineering and Technology
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    • 제53권8호
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    • pp.2708-2715
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    • 2021
  • The Multi-Purpose Overload Robot (CMOR) is a key subsystem of China Fusion Engineering Test Reactor (CFETR) remote handling system. Due to the long cantilever and large loads of the CMOR, it has a large rigid-flexible coupling deformation that results in a poor position accuracy of the end-effector. In this study, based on the Levenberg-Marquardt algorithm, the spatial grid, and the linearized variable load principle, a variable parameter compensation model was designed to identify the parameters of the CMOR's kinematics models under different loads and at different poses so as to improve the trajectory tracking accuracy. Finally, through Adams-MATLAB/Simulink, the trajectory tracking accuracy of the CMOR's rigid-flexible coupling model was analyzed, and the end position error exceeded 0.1 m. After the variable parameter compensation model, the average position error of the end-effector became less than 0.02 m, which provides a reference for CMOR error compensation.

FFT를 이용한 주파수 영역의 RVDT 센서 오차 보상 (Frequency Domain Error Compensation of RVDT Sensor using FFT)

  • 이창수
    • 전기전자학회논문지
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    • 제16권3호
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    • pp.189-196
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    • 2012
  • 본 논문에서는 FFT 영역을 이용한 새로운 RVDT 인코더의 위상 오차 보상 방법을 제시하였다. 최소 개수의 보상 저항의 조합으로 오차를 측정하고 FFT 변환 후 1차 하모닉 성분의 저항에 따른 계수의 변화를 구하였다. 또한 삽입 저항과 계수의 크기가 반비례 관계에 있음을 알아냈다. 이 방법은 기존의 시간 영역에서의 보상에 비해 테이블을 구하는데 드는 시간이 단축되고 테이블의 크기를 획기적으로 줄일 수 있었다. 또한 축변환을 통해 보상 저항의 위치도 정확히 찾을 수 있었으며 첨두간 위상 오차값을 0.57도 정도로 2배 가까이 개선하였다.

A Compensation Control Method Using Neural Network for Mechanical Deflection Error in SCARA Robot with Random Payload

  • Lee, Jong Shin
    • 한국기계기술학회지
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    • 제13권3호
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    • pp.7-16
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    • 2011
  • This study proposes the compensation method for the mechanical deflection error of a SCARA robot. While most studies on the related subject have dealt with the development of a control algorithm for improvement of robot accuracy, this study presents the control method reflecting the mechanical deflection error which is predicted in advance. The deflection at the end of the gripper of SCARA robot is caused by the self-weights and payloads of Arm 1, Arm 2 and quill. If the deflection is constant even though robot's posture and payload vary, there may not be a big problem on robot accuracy because repetitive accuracy, that is relative accuracy, is more important than absolute accuracy in robot. The deflection in the end of the gripper varies as robot's posture and payload change. That's why the moments $M_x$, $M_y$ and $M_z$ working on every joint of a robot vary with robot's posture and payload size. This study suggests the compensation method which predicts the deflection in advance with the variations in robot's posture and payload using neural network. To do this, I chose the posture of robot and the payloads at random, found the deflections by the FEM analysis, and then on the basis of this data, made compensation possible by predicting deflections in advance successively with the variations in robot's posture and payload through neural network learning.

리니어모터 스테이지 편요오차 보상장치 제어 (Control for a Yaw Error Compensation System of Linear Motor Stage)

  • 이승현;강민식
    • 한국소음진동공학회논문집
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    • 제18권10호
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    • pp.997-1005
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    • 2008
  • Linear motor stage is a useful device in precision engineering field because of its simple power transmission mechanism and accurate positioning. Even though linear motor stage shows fine positioning accuracy along travel axis, geometric dependent errors which relay on machining and assembling accuracy should be addressed to increase total positioning performances. In this paper, we suggests a cost effective yaw error compensation servo-system which is mounted on platform of the stage and nullify travel position dependent yaw error. This paper also provides a method of designing a sliding mode control which is robust to existing friction disturbance and model uncertainties. The reachability condition of slinding mode control for the yaw error compensating servo-system has been established. From some experimental results by using an experimental set-up, the sliding mode control showed its effective in disturbance rejection and its performance was superior to conventional linear controls.