• 한국공작기계학회논문집
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• 제12권5호
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• pp.53-58
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• 2003

Wear debris can be collected from the lubricants of operating machinery and its morphology is directly related to the fiction condition of the interacting materials from which the wear particles originated in lubricated machinery. But in order to predict and estimate working conditions, it is need to analyze the shape characteristics of wear debris and to identify. Therefore, if the shape characteristics of wear debris is identified by computer image analysis and the neural network, The four parameter (50% volumetric diameter, aspect, roundness and reflectivity) of wear debris are used as inputs to the network and learned the friction. It is shown that identification results depend on the ranges of these shape parameters learned. The three kinds of the wear debris had a different pattern characteristic and recognized the friction condition and materials very well by neural network. We resented how the neural network recognize wear debris on driving condition.

• 한국추진공학회:학술대회논문집
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• 한국추진공학회 1998년도 제10회 학술강연회논문집
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• pp.14-14
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• 1998

The ejector is a device which employs a high-velocity primary motive fluid to entrain and accelerate a slower moving secondary suction fluid. The resulting kinetic energy of the mixture is subsequently used for self-compression to a higher pressure, thus performing the function of a compressor. The outstanding advantages of the ejectors are simplicity and reliability. However the industrial use of ejectors has been confined mainly to very particular cases of operation. The experimental results obtained so far were insufficient to be made use of general cases. Large-sized modern ejectors, mainly driven by high powered air-compressors and designed for very wide ranges of operating conditions, cannot be based on the earlier research results, if we wish to be sure of the final outcome.

• 대한전기학회:학술대회논문집
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• 대한전기학회 2006년도 제37회 하계학술대회 논문집 C
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• pp.1560-1561
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• 2006

A high rate deposition sputtering process of magnesium oxide thin film in oxide mode has been developed using a 20 kW unipolar pulsed power supply. The power supply was operated at a maximum constant voltage of 500 V and a constant current of 40 A. The pulse repetition rate and the duty were changed in the ranges of $10{\sim}50\;kHz$ and $10{\sim}60%$, respectively. The deposition rate increased with rising incident power to the target. Maximum incident power to the magnesium target was obtained by the control of frequency, duty and current. The deposition rate of a moving state was 9 nm m/min at the average power of 1.5 kW.

• 대한기계학회논문집B
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• 제28권11호
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• pp.1322-1331
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• 2004

This paper presents studies on the design of water hydraulic system and components to replace oil with tap-water as the pressure transmission medium in hydraulic systems. In order to improve the performance of water hydraulic system, the thermal and hydraulic properties of tap-water are first investigated. Based on these characteristics, the design parameters, such as the clearances of the moving parts, the cross-sectional area of pipes and relative roughness, are proposed so that the performance of water hydraulic system is the same as that of oil. In addition, the operating ranges, which show the possibility of using water hydraulic system, are examined.

• International Journal of Computer Science & Network Security
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• 제23권4호
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• pp.166-171
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• 2023

The Stock price analysis is an increasing concern in a financial time series. The purpose of the study is to analyze the price parameters of date, high, low, and news feed about the stock exchange price. Long short term memory (LSTM) is a cutting-edge technology used for predicting the data based on time series. LSTM performs well in executing large sequence of data. This paper presents the Long Short Term Memory Model has used to analyze the stock price ranges of 10 days and 20 days by exponential moving average. The proposed approach gives better performance using technical indicators of stock price with an accuracy of 82.6% and cross entropy of 71%.

• 한국의학물리학회지:의학물리
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• 제24권3호
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• pp.198-203
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• 2013

일반적으로 호흡연동방사선치료(gated radiation therapy)의 평가를 위해 호흡에 의한 장기의 움직임을 모사하는 움직이는 팬텀(moving phantom)을 사용한다. 표적(target)은 모든 방향으로 움직이기 때문에 모든 방향의 움직임을 고려하여야 한다. 본 연구에서는 감마지표(gamma index) 분석을 통한 호흡연동방사선치료의 평가방법을 제시하고 움직임영역(motion range)에 따른 적절한 연동창(gating window)의 크기를 알아보고자 한다. 두미축(craniocaudal) 방향으로 움직임을 모사하는 팬텀을 제작하였다. 이 팬텀은 움직이는 받침대(moving platform), 2차원 이온전리함배열(I'm MatriXX, IBA Dosimetry, Germany), 및 고체물팬텀(solid water phantom)으로 이루어졌다. 6 MV 에너지의 광자선을 $4{\times}4cm^2$의 조사면(field size)으로 호흡연동방사선치료 시스템을 이용하여 팬텀을 각각 1, 2, 3, 4, 및 5 cm 만큼 움직이도록 하고 방사선을 조사하였다. 연동창은 각각 40~60%, 30~70%, 및 0~90%으로 설정하였다. 2차원 이온전리함배열은 각 시나리오에 따라 선량분포를 획득하였고 $4{\times}4cm^2$ 조사면으로 정지한 상태에서 조사한 선량분포와 비교하였다. 허용범위를 3%/3 mm로 설정하고 감마지표를 계산하였다. 연동창(gating window)의 크기가 클수록 합격률(pass rate)는 낮아졌고, 운동영역(motion range)이 커질수록 합격률은 낮아졌다. 호흡연동방사선치료를 시행하지 않고 운동영역이 2 cm의 병소를 치료할 경우 합격률은 96% 이하로 현저히 떨어졌다. 그러나 호흡연동방사선치료를 시행하면 합격률은 99% 이상으로 올릴 수 있었다. 운동영역이 4 cm 이상일 경우 호흡연동방사선치료를 하더라도 연동창을 30~70%로 선택할 경우 합격률이 97%를 넘지 못하였다. 그러나 연동창을 40~60%를 선택할 경우 합격률은 99% 이상이었다.

• International Journal of Aeronautical and Space Sciences
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• 제18권1호
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• pp.8-16
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• 2017

Most of small air vehicles with moving wing fly at low Reynolds number condition and the reduced frequency of the moving wing ranges from 0.0 to 1.0. The physical phenomena over the wing dramatically vary with the reduced frequency. This study examines experimentally the effect of the reduced frequency at low Reynolds number. The NACA0012 airfoil performs sinusoidal pitching motion with respect to the quarter chord with the four reduced frequencies of 0.1, 0.2, 0.4 and 0.76 at the Reynolds number $2.3{\times}10^4$. Smoke-wire flow visualization, unsteady surface pressure measurement, and unsteady force calculation are conducted. At the reduced frequency of 0.1 and 0.2, various boundary layer events such as reverse flow, discrete vortices, separation and reattachment change the amplitude and the rotation direction of the unsteady force hysteresis. However, the boundary layer events abruptly disappear at the reduced frequency of 0.4 and 0.76. Especially at the reduced frequency of 0.76, the local variation of the unsteady force with respect to the angle of attack completely vanishes. These results lead us to the conclusion that the unsteady aerodynamic characteristics of the reduced frequency of 0.2 and 0.4 are clearly distinguishable and the unsteady aerodynamic characteristics below the reduced frequency of 0.2 are governed by the boundary layer events.

• 방송공학회논문지
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• 제14권1호
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• pp.93-98
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• 2009

Motion JPEG2000 부호화 기법을 사용하는 디지털시네마 시스템과 서비스의 구현은 방대한 재원과 시간을 필요로 하고 있다. 본 논문에서는 인터넷상에서 PC와 RTP 프로토콜을 사용하는 디지털시네마 전송시스템을 제안하고, 동영상 타일들이 각각의 PC에 전송 되고 독립적으로 부호화되고 한 화면으로 결합되어 대화면을 이루는 방법을 제안하였다. 128${\times}$128, 256${\times}$256, 512${\times}$512와 같은 다양한 크기의 타일들에 대해 실험을 한 결과, 두 대의 PC를 사용하여 타일을 수신 및 복호하여 전체 크기의 동영상을 성공적으로 재생할 수 있었다. 압축률 160:1 에서는 30dB 에서 40dB 의 PSNR을 보여주고 있고, 16:1 이하에서는 30dB 에서 50dB 의 PSNR을 보여준다. 제안된 시스템은 멀티 비젼 동영상의 복원에도 사용될 가능성을 보여준다.

• 한국의학물리학회:학술대회논문집
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• 한국의학물리학회 2002년도 Proceedings
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• pp.489-491
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• 2002

The need for video diagnosis in medicine has been increased and real-time transfer of digital video will be an important component in PACS and telemedicine. But, Network environment has certain limitations that the required throughput can not satisfy quality of service (QoS). MPEG-4 ratified as a moving video standard by the ISO/IEC provides very efficient video coding covering the various ranges of low bit-rate in network environment. We implemented MPEG-4 CODEC (coder/decoder) and applied various compression ratios to moving ultrasound images. These images were displayed in random order on a client monitor passed through network. Radiologists determined subjective opinion scores for evaluating clinically acceptable image quality and then these were statistically processed in the t-Test method. Moreover the MPEG-4 decoded images were quantitatively analyzed by computing peak signal-to-noise ratio (PSNR) to objectively evaluate image quality. The bit-rate to maintain clinically acceptable image quality was up to 0.8Mbps. We successfully implemented the adaptive throughput or bit-rate relative to the image quality of ultrasound sequences used MPEG-4 that can be applied for diagnostic performance in real-time.

• 대한의용생체공학회:학술대회논문집
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• 대한의용생체공학회 1996년도 춘계학술대회
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• pp.88-90
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• 1996

The right and left atrial pressures are important parameters in automatic control of a total artificial heart (TAH) within normal physiological ranges. Our TAH is composed of a moving actuator, right and left ventricles and the interventricular space enclosed by a semi-rigid housing. During operation of the TAH, the jnterventpicular space's volume is changed dynamically by the difference between the ejection volume of one ventricle and the inflow volume of the other. Therefore, the changes in pressure of the interventricular space is related to both atrial pressures. We measured the interventricular pressure (IVP) waveform using a pressure sensor and attempted to indirectly estimate the changes of atrial pressures. This method has an advantage that the sensor does not contact the blood directly. Furthermore, the IVP waveforms have its zero baseline in each pump cycle, thus the pressure measurements are free from the transducer drift problems by measuring the peak pressure from these baseline values. From the In vitro experiments, we found that the IVP waveform contained several useful parameters such as negative peak, dP/dT on the initial break, the area enclosed by the profile in each stroke, which are associated with atrial pressures and the filling conditions of the ventricles. The measured atrial pressures were linearly related to the negative peak of the interventricular pressure.