• 한국레이저가공학회지
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• 제9권2호
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• pp.23-30
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• 2006

Silicon Nitride $(Si_3N_4)$, which is widely used in a variety of applications, is hard-to-machine due to its high hardness. At high temperature (e.g. above $1000^{\circ}C)$, however, the machinability can be greatly improved. In this work, we used a $CO_2$ laser with a high absorptivity to $Si_3N_4$ of 0.9 to locally heat the surface of a rotating $Si_3N_4$ rod on a lathe. In order to examine the effects of the laser-assisted heating on hardness, an $Si_3N_4$ rod is heated to temperatures from 900 to $1800^{\circ}C$ and is rotated at speeds from 440-900 rpm in experiments. When the rod is naturally cooled to room temperature, we measured the Vickers hardness (Hv); and observed the surface of HAZ using a scanning electron microscopy (SEM). Energy dispersive spectroscopy (EDS) was used for ingredient analysis. Results showed that when heated at $1600^{\circ}C$, the hardness of $Si_3N_4$ decreased from 1500 Hv to 1000 Hv. Also, in order to predict the depth of HAZ, we numerically analyzed the laser-assisted heating of $Si_3N_4$.

• 대한기계학회논문집A
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• 제35권7호
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• pp.723-728
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• 2011

진공회로차단기의 성능이 스프링조작기에 많이 좌우되기 때문에, 스프링조작기의 해석이 요구된다. 본 연구에서는 스프링의 특성시험을 먼저 수행한 후, 시험결과를 RecurDyn 프로그램을 이용한 컴퓨터시뮬레이션 스프링모델링에 이용하였다. 개발된 진공회로차단기의 다물체동역학 모델을 이용하여 차단기의 스템변위와 샤프트 회전각에 대한 시뮬레이션 하였으며, 시뮬레이션 결과를 시험과 비교 검증하였다. 검증된 다물체동역학 모델을 사용하여 차단속도를 증가시키기 위한 캠의 최적윤곽을 얻었다.

• 대한기계학회논문집A
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• 제41권6호
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• pp.525-532
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• 2017

차세대 주력 디스플레이인 유기 및 양자점 발광 다이오드를 잉크젯을 이용하여 저렴한 비용으로 생산하기 위한 연구개발이 진행되어 왔으며, 잉크 액적의 토출 신뢰성을 고속으로 검사하기 위한 모니터링 장비의 개발이 요구된다. 본 연구에서는 기존 직선 운동 방식의 잉크젯 모니터링 장비 대신에 로터리 및 리니어 초음파 모터를 이용하여 미러를 회전시킴으로써 노즐들에서 토출되는 잉크 액적들을 모니터링할 수 있는 장비를 개발하여 측정 능력을 시험하였다. $10{\mu}m$, $30{\mu}m$ 및 $50{\mu}m$ 직경 원형의 측정 오차는 각각 $0.5{\pm}1.0{\mu}m$, $-1.2{\pm}0.3{\mu}m$ 및 $0.2{\pm}0.5{\mu}m$였다. 모니터링 시간은 17초가 소요되었으며, 제어 프로그램의 최적화를 통해 8.6초까지 모니터링 시간을 단축할 수 있는 가능성을 확인하였다.

• 한국자동차공학회논문집
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• 제16권5호
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• pp.37-43
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• 2008

The durability test of turbo-blower for PEM fuel cell is very important process of BOP development. It is a major barrier to the commercialization of these systems for stationary and transportation power applications. Commercial viability depends on improving the durability of the air supply system to increase the reliability and to reduce the lifetime cost. In this study, turbo-blower supported by oil-free bearing is introduced as the air supply system used by 80kW proton exchange membrane fuel systems. The turbo-blower is a turbo machine which operates at high speed, so air foil bearings suit their purpose as bearing elements. The impeller of blower was adopted mixed type of centrifugal and axial. So, it has several advantages for variable operating condition. The turbo-blower test results show maximum parasitic power levels below 1.67kW with the 30,000 rpm rotating speed, the flow rate of air has maximum 163SCFM(@PR1.1). For proper application of FCV, these have to durability test. This paper describes the experiment for confirming endurance and stability of the turbo-blower for 500 hours.

• 한국레이저가공학회:학술대회논문집
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• 한국레이저가공학회 2006년도 춘계학술발표대회 논문집
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• pp.16-24
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• 2006

Silicon Nitride ($Si_3N_4$), which is widely used in a variety of applications, is hard-to-machine due to its high hardness. At high temperature (e.g. above $1000^{\circ}C$), however, the machinability can be greatly improved. In this work, we used a $CO_2$ laser with a high absorptivity to $Si_3N_4$ of 0.9 to locally heat the surface of a rotating $Si_3N_4$ rod on a lathe. In order to examine the effects of the laser-assisted heating on hardness, an $Si_3N_4$ md is heated to temperatures from 900 to $1800^{\circ}C$ and is rotated at speeds from 440-900 rpm in experiments. When the rod is naturally cooled to room temperature, we measured the Victors hardness (Hv): and observed the surface of HAZ using a scanning electron microscopy (SEM). Energy dispersive spectroscopy(EDS) was used for ingredient analysis. Results showed that when heated at $1600^{\circ}C$, the hardness of $Si_3N_4$ decreased from 1500 Hv to 1000 Hv. Also, in order to predict the depth of HAZ, we numerically analyzed the laser-assisted heating of $Si_3N_4$.

• 대한전기학회:학술대회논문집
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• 대한전기학회 2001년도 춘계학술대회 논문집 전기기기 및 에너지변환시스템부문
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• pp.3-5
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• 2001

Racetrack coils are used in many areas of superconductivity applications such as generators, motors, maglev, wiggler magnets and so on. The fabrication and characteristics of race-track type High Tc Superconducting (HTS) magnets were carried out. The Magnet is composed of 3 pancake coils wound by 37-filamental Bi-2223/ Ag-alloy tapes. Quench current ($I_q$) of both whole magnet and 3 pancake coils were measured. At 77K under the self-field, $I_q$ of magnet was 12A, while in the case of middle pancake coil, $I_q$ was 15A. The upper pancake coils of racetrack magnet with iron plates, magnet having optimized current distribution and initial magnet are compared with each other through 3D FEA, manufacturing and testing these magnets. The measured performance of the upper pancake coil #3 with iron plates improved by 50% on the basis of initial pancake coil #3. Quench current ($I_q$) of field winding was 12A. In addition, the fabrication processes and the characteristics of HTS magnet are described.

• 한국산업정보학회논문지
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• 제24권1호
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• pp.39-44
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• 2019

고온 초전도 (HTS) 발전기는 무게, 크기 및 효율의 장점 때문에 활발히 연구되어왔다. 대규모의 초전도 풍력 발전기는 매우 저속의 고토크 회전 기계이다. 이 기계에서는 높은 전자기력과 토크가 중요한 문제이다. 하나의 축에 직렬로 연결된 2개의 발전기는 고토크의 문제를 극복하기위한 하나의 해결 방안이 될 수 있다. 본 논문에서 저자는 15 MW 급 HTS 발전기를 설계하고 분석했다. 3D 유한 요소법을 사용하여 15 MW HTS 발전기의 자기장 분포 및 토크 성능을 확인하였다. 결과적으로 설계된 발전기는 기존의 발전기보다 적은 토크를 생성한다. 제시된 15 MW 초전도 발전기의 설계방식은 대용량 초전도 풍력 발전기의 제작에 있어 고토크로 인한 문제를 해결하는데 활용될 수 있다.

• 한국음향학회지
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• 제38권3호
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• pp.340-343
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• 2019

본 논문은 동력차에서 견인전동기 기진 주파수와 견인전동기 강체 모드 공진 문제로 인해 발생할 수 있는 현상에 대해 소개하고, 이를 제어하는데 효과적인 설계인자를 해석적으로 검토해보았다. 회전 속도가 변하는 회전기기의 경우, 공진 문제를 해결하기 위해서는 공진주파수 대역을 상용 운전 범위 바깥으로 이동시키거나 동강성을 크게 하는 등의 방법을 통하여 공진 응답이 낮아지도록 하는 방안이 있다. 견인전동기의 운전 범위는 일반적으로 0 r/min ~ 4800 r/min으로 대차모드가 이 운전 영역대를 벗어나게 설계하는 것은 현실적으로 불가능 하다. 따라서 공진 응답에 영향을 주는 설계 인자를 찾아 이를 적절하게 조정하여야 한다. 유한요소 해석 검토 결과, 견인전동기 강체모드 공진 응답에 영향을 주는 설계인자는 트랜섬파이프 간격으로 간격이 지나치게 넓게 설계될 경우 견인전동기 기진력과 강체 모드 간 공진 시 과도한 진동이 발생될 수 있음을 파악하였다.

• Journal of Animal Science and Technology
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• 제65권3호
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• pp.638-651
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• 2023

The objective of this study was to quantitatively estimate the level of grazing area damage in outdoor free-range pig production using a Unmanned Aerial Vehicles (UAV) with an RGB image sensor. Ten corn field images were captured by a UAV over approximately two weeks, during which gestating sows were allowed to graze freely on the corn field measuring 100 × 50 m². The images were corrected to a bird's-eye view, and then divided into 32 segments and sequentially inputted into the YOLOv4 detector to detect the corn images according to their condition. The 43 raw training images selected randomly out of 320 segmented images were flipped to create 86 images, and then these images were further augmented by rotating them in 5-degree increments to create a total of 6,192 images. The increased 6,192 images are further augmented by applying three random color transformations to each image, resulting in 24,768 datasets. The occupancy rate of corn in the field was estimated efficiently using You Only Look Once (YOLO). As of the first day of observation (day 2), it was evident that almost all the corn had disappeared by the ninth day. When grazing 20 sows in a 50 × 100 m² cornfield (250 m²/sow), it appears that the animals should be rotated to other grazing areas to protect the cover crop after at least five days. In agricultural technology, most of the research using machine and deep learning is related to the detection of fruits and pests, and research on other application fields is needed. In addition, large-scale image data collected by experts in the field are required as training data to apply deep learning. If the data required for deep learning is insufficient, a large number of data augmentation is required.

• 산업경영시스템학회지
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• 제46권3호
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• pp.139-147
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• 2023

The metal bush assembling process is a process of inserting and compressing a metal bush that serves to reduce the occurrence of noise and stable compression in the rotating section. In the metal bush assembly process, the head diameter defect and placement defect of the metal bush occur due to metal bush omission, non-pressing, and poor press-fitting. Among these causes of defects, it is intended to prevent defects due to omission of the metal bush by using signals from sensors attached to the facility. In particular, a metal bush omission is predicted through various data mining techniques using left load cell value, right load cell value, current, and voltage as independent variables. In the case of metal bush omission defect, it is difficult to get defect data, resulting in data imbalance. Data imbalance refers to a case where there is a large difference in the number of data belonging to each class, which can be a problem when performing classification prediction. In order to solve the problem caused by data imbalance, oversampling and composite sampling techniques were applied in this study. In addition, simulated annealing was applied for optimization of parameters related to sampling and hyper-parameters of data mining techniques used for bush omission prediction. In this study, the metal bush omission was predicted using the actual data of M manufacturing company, and the classification performance was examined. All applied techniques showed excellent results, and in particular, the proposed methods, the method of mixing Random Forest and SA, and the method of mixing MLP and SA, showed better results.