• 제목/요약/키워드: Data-driven Engineering

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초정밀가공기용 오차보상시스템 및 기상측정장치 개발 (Development of Error Compensation System and On the Machine Measurement System for Ultra-Precision Machine)

  • 이대희;나혁민;오창진;김호상;민흥기;김민기;임경진;김태형
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 2003년도 춘계학술대회 논문집
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    • pp.599-603
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    • 2003
  • This paper present an error compensation system and On-Machine Measurement(OMM) system for improving the machining accuracy of ultra-precision lathe. The Fast-Tool-Servo(FTS) driven by a piezoelectric actuator is applied for error compensation system. The controller is implemented on the 32bit DSP for feedback control of piezoelectric actuator. The control system is designed to compensates three kinds of machining errors such as the straightness error of X-axis slide, the thermal growth error of the spindle. and the squareness between spindle and X-axis slide. OMM is preposed to measure the finished profile of workpiece on the machine-tool using capacitive sensor with highly accurate ruby tip probe guided by air bearing. The data acquisition system is linked to the CNC controller to get the position of each axis in real-time. Through the experiments, it is founded that the thermal growth of spindle and tile squareness error between spindle and X-axis slide influenced to machining error more than straightness error of X-axis slide in small travel length. These errors were simulated as a sinusoidal signal which has very low frequency and the FTS could compensate the signal less than 30 m. The implemented OMM system has been tested by measuring flat surface of 50 mm diameter and shows measurement error less than 400 mm

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Improvement in Thermomechanical Reliability of Power Conversion Modules Using SiC Power Semiconductors: A Comparison of SiC and Si via FEM Simulation

  • Kim, Cheolgyu;Oh, Chulmin;Choi, Yunhwa;Jang, Kyung-Oun;Kim, Taek-Soo
    • 마이크로전자및패키징학회지
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    • 제25권3호
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    • pp.21-30
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    • 2018
  • Driven by the recent energy saving trend, conventional silicon based power conversion modules are being replaced by modules using silicon carbide. Previous papers have focused mainly on the electrical advantages of silicon carbide semiconductors that can be used to design switching devices with much lower losses than conventional silicon based devices. However, no systematic study of their thermomechanical reliability in power conversion modules using finite element method (FEM) simulation has been presented. In this paper, silicon and silicon carbide based power devices with three-phase switching were designed and compared from the viewpoint of thermomechanical reliability. The switching loss of power conversion module was measured by the switching loss evaluation system and measured switching loss data was used for the thermal FEM simulation. Temperature and stress/strain distributions were analyzed. Finally, a thermal fatigue simulation was conducted to analyze the creep phenomenon of the joining materials. It was shown that at the working frequency of 20 kHz, the maximum temperature and stress of the power conversion module with SiC chips were reduced by 56% and 47%, respectively, compared with Si chips. In addition, the creep equivalent strain of joining material in SiC chip was reduced by 53% after thermal cycle, compared with the joining material in Si chip.

초정밀 이송테이블의 5 자유도 운동오차 측정 (Measurement of Five DOF Motion Errors in the Ultra Precision Feed Tables)

  • 오윤진;박천홍;황주호;이득우
    • 한국정밀공학회지
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    • 제22권11호
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    • pp.135-141
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    • 2005
  • Measurement of five DOF motion errors in a ultra precision feed table was attempted in this study. Yaw and pitch error were measured by using a laser interferometer and roll error was measured by using the reversal method. Linear motion errors in the vertical and horizontal directions were measured by using the sequential two point method. In this case, influence of angular motion errors was compensated by using the previously measured ones by the laser interferometer and the reversal method. The capacitive type sensors and an optical straight edge were used in the reversal method and the sequential two point method. Influence of thermal deformation on sensor jig was investgated and minimized by the periodic measurement according to the variation of room temperature. Deviation of gain between sensors was also compensated using the step response data. 5 DOF motion errors of a hydrostatic table driven by the linear motor werer tested using the measurement method. In the horizontal direction, measuring accuracies for the linear and angular motion were within ${\pm}0.02\;{\mu}m$ and ${\pm}0.04$ arcsec, respectively. In the vertical direction, they were within ${\pm}0.02{\mu}m$ and ${\pm}0.05$ arcsec. From these results, it was found that the introduced measurement method was very effective to measure 5 DOF motion errors of the ultra precision feed tables.

무선 보행 분석을 위한 블루투스 기반 관성 측정 장치의 활용 타당성 분석 (Validation on the Application of Bluetooth-based Inertial Measurement Unit for Wireless Gait Analysis)

  • 황소리;성주환;박희수;한성민;윤인찬
    • 대한의용생체공학회:의공학회지
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    • 제41권3호
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    • pp.121-127
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    • 2020
  • The purpose of this paper is to review the validation on the application of low frequency IMU(Inertial Measurement Unit) sensors by replacing high frequency motion analysis systems. Using an infrared-based 3D motion analysis system and IMU sensors (22 Hz) simultaneously, the gait cycle and knee flexion angle were measured. And the accuracy of each gait parameter was compared according to the statistical analysis method. The Bland-Altman plot analysis method was used to verify whether proper accuracy can be obtained when extracting gait parameters with low frequency sensors. As a result of the study, the use of the new gait assessment system was able to identify adequate accuracy in the measurement of cadence and stance phase. In addition, if the number of gait cycles is increased and the results of body anthropometric measurements are reflected in the gait analysis algorithm, is expected to improve accuracy in step length, walking speed, and range of motion measurements. The suggested gait assessment system is expected to make gait analysis more convenient. Furthermore, it will provide patients more accurate assessment and customized rehabilitation program through the quantitative data driven results.

도로곡선반경에 따른 가변전광표지의 교통안전효과 분석 (An Analysis of Safety Impacts of Variable Message Signage as Functions of Road Curve Radius)

  • 이상혁;조혜진
    • 한국도로학회논문집
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    • 제17권5호
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    • pp.47-56
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    • 2015
  • PURPOSES: The purpose of this study is to estimate the impact of variable message signage (VMS) on traffic safety as a function of road curve radius using statistical methods. METHODS: In order to analyze the impact of VMS installations on traffic safety, travel speed, lateral distance, and geometric data relating to road curvature in each study area was acquired and analyzed for the impact of providing VMS information on driver performance and traffic safety using statistical methods including student t-test, Mann-Whitney test, and the Anderson-Darling test for estimating traffic safety hazard zone in each lane. RESULTS: As a result of analyzing driver performance characteristics before and after providing VMS information, it was determined that by providing VMS information, mean travel speed is deceased and vehicles are driven with increased precision, following the centerline in the first and second lanes. Also the results of analyzing traffic safety impacts of VMS indicate that traffic safety performance factors in the first lane of the Gapyeong section can, on average, increase in the left and right side of the lane by 19.22% and 68.98%, respectively, and in the case of the second lane, safety impacts, on average, can increase in both sides by 100%. For the Hongcheon section, traffic safety impacts in the first lane, on average, can increase along the left and right sides of the lane by 32.31% and 47.18%, and within the second lane, traffic safety can be increased along the left and right side of the lane by 10.97% and -0.01%, respectively. CONCLUSIONS: Based on the results of this study, the impact on traffic safety obtained by providing VMS information for road sections with smaller curve radii is greater than can be obtained for road sections with larger curve radii.

사례분석에 기초한 말뚝시공법 및 재하시험방법에 따른 하중지지특성에 관한 연구 (A Study on the Load Bearing Characteristics Depending on Pile Construction Methods and Pile Load Test Methods Based on Case Analyses)

  • 홍석우;최용규
    • 한국지반공학회논문집
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    • 제28권4호
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    • pp.5-21
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    • 2012
  • 국내의 경우 종래의 말뚝기초의 설계에서는 주로 선단지지력에만 의존하는 설계가 이루어져 왔으나 현장에서 실제 크기 말뚝에 대한 하중전이측정실험이 이루어진 이후 많은 하중전이측정실험 자료들을 통하여 마찰력이 크게 발휘되는 것이 밝혀져 왔다. 본 연구에서는 항타강관말뚝 및 대구경 현장타설말뚝의 재하시험 시 측정된 축하중전이 사례들을 분석하여 재하시험방법에 따른 말뚝기초의 하중지지양상을 구명하였다. 사례 말뚝들의 평균마찰력 분담율을 말뚝의 종류, 재하시험방법, 상대근입길이, 말뚝의 직경, 지반의 종류 등의 함수로 상관관계를 나타내는 것은 곤란하였다. 평균 마찰력 분담율은 50% 이상을 상회하는 것으로 나타나고 있었으므로 사례 말뚝기초는 대체로 마찰지지말뚝으로 거동하는 경우가 많은 것을 볼 수 있었으며 극히 일부 사례말뚝은 혼합지지말뚝으로 거동하였다.

지자체 농업기계 임대사업의 효율화 방안 (Efficiency Plan for Agricultural Machinery Rental System of Local Government)

  • 신승엽;김병갑;김유용;김형권;이규승
    • Journal of Biosystems Engineering
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    • 제37권6호
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    • pp.434-438
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    • 2012
  • Purpose: This study was performed in order to improve problems and to seek the efficient operating plan by surveying and analyzing the actual status of operating the agricultural machinery rental business supported by the government. Method: The data was collected through two times of survey targeting lease business operators and the leasing business reports published for the past 3 years ('08~'10) 120 cities and counties. Results: As a result of surveying 120 cities and counties nationwide of operating the agricultural machinery rental business, 96% of agricultural machinery rental businesses were indicated to be operated in the form of short-term rent for about 1~3 days centering on small-sized agricultural machinery and attachment for upland crop. As for the unit number of possessing rental agricultural machinery and the purchase cost, it was indicated to be greatly reduced the agricultural machinery for rice farming and to be expanded into upland crop whose mechanization is insufficient. The annual rental days ('10) are 9.5 days/unit, thereby being a little insufficient. Rental fee for 1 day is 0.2~0.8% of the initial purchase cost of agricultural machine, thereby being greatly lower compared to 2.0% (annually 10-day rent) of the proper rents, resulting in being demanded improvement. Conclusions: To be continuously driven the rental business of agricultural machinery with having the ability to propagate, it is judged to be likely to necessarily collect optimum rental fee in consideration of rental days as well as increasing the use days per unit by buying the agricultural machinery, which is secured the rental demand, and by possessing the reasonable unit number.

전지구 계절 예측 시스템의 토양수분 초기화 방법 개선 (Improvement of Soil Moisture Initialization for a Global Seasonal Forecast System)

  • 서은교;이명인;정지훈;강현석;원덕진
    • 대기
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    • 제26권1호
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    • pp.35-45
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    • 2016
  • Initialization of the global seasonal forecast system is as much important as the quality of the embedded climate model for the climate prediction in sub-seasonal time scale. Recent studies have emphasized the important role of soil moisture initialization, suggesting a significant increase in the prediction skill particularly in the mid-latitude land area where the influence of sea surface temperature in the tropics is less crucial and the potential predictability is supplemented by land-atmosphere interaction. This study developed a new soil moisture initialization method applicable to the KMA operational seasonal forecasting system. The method includes first the long-term integration of the offline land surface model driven by observed atmospheric forcing and precipitation. This soil moisture reanalysis is given for the initial state in the ensemble seasonal forecasts through a simple anomaly initialization technique to avoid the simulation drift caused by the systematic model bias. To evaluate the impact of the soil moisture initialization, two sets of long-term, 10-member ensemble experiment runs have been conducted for 1996~2009. As a result, the soil moisture initialization improves the prediction skill of surface air temperature significantly at the zero to one month forecast lead (up to ~60 days forecast lead), although the skill increase in precipitation is less significant. This study suggests that improvements of the prediction in the sub-seasonal timescale require the improvement in the quality of initial data as well as the adequate treatment of the model systematic bias.

Scutellarein Reduces Inflammatory Responses by Inhibiting Src Kinase Activity

  • Sung, Nak Yoon;Kim, Mi-Yeon;Cho, Jae Youl
    • The Korean Journal of Physiology and Pharmacology
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    • 제19권5호
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    • pp.441-449
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    • 2015
  • Flavonoids are plant pigments that have been demonstrated to exert various pharmacological effects including anti-cancer, anti-diabetic, anti-atherosclerotic, anti-bacterial, and anti-inflammatory activities. However, the molecular mechanisms in terms of exact target proteins of flavonoids are not fully elucidated yet. In this study, we aimed to evaluate the anti-inflammatory mechanism of scutellarein (SCT), a flavonoid isolated from Erigeron breviscapus, Clerodendrum phlomidis and Oroxylum indicum Vent that have been traditionally used to treat various inflammatory diseases in China and Brazil. For this purpose, a nitric oxide (NO) assay, polymerase chain reaction (PCR), nuclear fractionation, immunoblot analysis, a kinase assay, and an overexpression strategy were employed. Scutellarein significantly inhibited NO production in a dose-dependent manner and reduced the mRNA expression levels of inducible NO synthase (iNOS) and tumor necrosis factor (TNF)-${\alpha}$ in lipopolysaccharide (LPS)-activated RAW264.7 cells. In addition, SCT also dampened nuclear factor (NF)-${\kappa}B$-driven expression of a luciferase reporter gene upon transfection of a TIR-domain-containing adapter-inducing interferon-${\beta}$ (TRIF) construct into Human embryonic kidney 293 (HEK 293) cells; similarly, NF-${\kappa}B$ nuclear translocation was inhibited by SCT. Moreover, the phosphorylation levels of various upstream signaling enzymes involved in NF-${\kappa}B$ activation were decreased by SCT treatment in LPS-treated RAW264.7 cells. Finally, SCT strongly inhibited Src kinase activity and also inhibited the autophosphorylation of overexpressed Src. Therefore, our data suggest that SCT can block the inflammatory response by directly inhibiting Src kinase activity linked to NF-${\kappa}B$ activation.

암반터널 예비설계를 위한 인공신경회로망 전문가 시스템의 개발 (Development of an Artificial Neural Network Expert System for Preliminary Design of Tunnel in Rock Masses)

  • 이철욱;문현구
    • 한국지반공학회지:지반
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    • 제10권3호
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    • pp.79-96
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    • 1994
  • 인공신경회로망을 이용하여 터널굴착설계를 위한 전문가 시스템 NESTED를 개발하였다. 이를 위하여 지하 암반의 안정성을 평가할 수 있는 신경회로망 모델과 대표적인 암반분류법인 RMR과 Q 시스템 사이의 상관관계를 결정할 수 있는 신경회로망 모델을 사용하였다. 또한 사용된 모델과 전산화된 암반분류법 프로그램이 동일한 사용자 환경을 통해 운용될 수 있도록 통합 시스템을 구성하였다. NESTED에 사용된 신경회로망의 구조는 역전파 학습 알고리즘을 채용한 다층 역전파 신경 회로망이다. 전문가 시스템에 필요한 지식기반을 구축하기 위해 이전의 현장 시공사례로 학습과정을 수행함으로써 불완전하거나 오류가 포함된 정보를 처리할 수 있는 공학 데이터베이스를 개발하였다. 일련의 실험을 통해 전문가 시스템을 현장사례에 적용해보고 여기서 출력된 결과를 문헌에 보고된 자료와 비교하였다. 이 결과 암반의 파괴거동을 추정하고 이에 따른 보강시기의 변화를 정확히 예측하는 신경회로망의 추론능력을 확인할 수 있었다. 이처럼 본 연구를 통해 개발된 신경회로망 전문가 시스템을 암반터널에 적용할 경우 부족한 지질자료에 대해 합리적인 기준을 제공하고 터널의 예비설계에 필요한 보강설계를 제시할 수 있었다.

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