• 품질경영학회지
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• 제38권3호
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• pp.313-321
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• 2010

The coefficient of variation represents the ratio of the standard deviation to the mean, and it is a useful statistic for comparing the degree of variation from one data series to another, even if the means are drastically different from each other. Recently, the CV control chart is developed for monitoring processes in such situations. However, the CV control chart has low performance in detecting small shift. Due to the development of equipment and technique, currently, small shift of process occurs more frequently than large shift. In this paper, we proposes the CV-CUSUM control chart using CUSUM scheme which is cumulative sum of the deviations between each data point and a target value to detect a small shift in the process. We also found that the FIR(fast initial response) CUSUM control chart is especially valuable at start-up or after a CV-CUSUM control chart has signaled out-of-control.

• Bulletin of the Korean Chemical Society
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• 제33권8호
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• pp.2539-2545
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• 2012

In the present study, we suggest a new way to reactivate performance of direct formic acid fuel cell (DFAFC) and explain its mechanism by employing electrochemical analyses like chronoamperometry (CA) and cyclic voltammogram (CV). For the evaluation of DFAFC performance, palladium (Pd) and platinum (Pt) are used as anode and cathode catalysts, respectively, and are applied to a Nafion membrane by catalyst-coated membrane spraying. After long DFAFC operation performed at 0.2 and 0.4 V and then CV test, DFAFC performance is better than its initial performance. It is attributed to dissolution of anode Pd into $Pd^{2+}$. By characterizations like TEM, Z-potential, CV and electrochemical impedance spectroscopy, it is evaluated that such dissolved $Pd^{2+}$ ions lead to (1) increase in the electrochemically active surface by reduction in Pd particle size and its improved redistribution and (2) increment in the total oxidation charge by fast reaction rate of the Pd dissolution reaction.

• 한국정보통신학회:학술대회논문집
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• 한국정보통신학회 2018년도 추계학술대회
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• pp.364-368
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• 2018

본 논문에서는 물체 탐지 알고리즘 중 하나인 Faster R-CNN과 컴퓨터 비전을 목적으로 한 프로그래밍 라이브러리인 OpenCV를 사용하여 차선 변경이 가능한 고속도로나 국도, 일반 도로 등의 블랙박스 영상에서 다른 차량이 자신의 차선으로 차선 변경을 시도할 때 위험을 감지 할 수 있는 시스템을 구현하였다. 또한, 구현한 시스템의 성능을 평가하여 성능이 나쁘지 않음을 증명하였다.

• 대한한방소아과학회지
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• 제19권1호
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• pp.103-115
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• 2005

Objectives : Nocturnal enuresis is common disorder in children and has important negative effects on the self-image and performance of children. Thus Successful treatment needed to increase self-esteem. Many studies of this symptoms were reported. But electro-acupuncture treatment not reported in Korea. Methods : We treated three cases enuretic children with different types. Their diagnosis were non-monosymptomatic primary, monosymptomatic primary, monosymptomatic secondary nocturnal enuresis. We used electro-acupuncture on Zhongji(CV3), Guanyuan(CV4) for 20 min. To investigate relapse. at least for 4 months after the end of the therapy we followed-up by telephone. Results : After treatment, diurnal urinary symptoms, such as increased frequency of urination, urgency, incontinence were dramatically improved. And the number of wet night decreased with nocturia and delayed wetting time. Compared to pre-treatment, findings, the number of wet nights decreased 80% or more. Conclusion : All of them tolerated electro-acupuncture well and kept reduction at least for 4 months follow-up. Further study is needed with more cases.

• Tribology and Lubricants
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• 제28권6호
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• pp.328-332
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• 2012

Generated Axial Force (GAF) due to internal friction at Constant Velocity (CV) joints is one of the causes generating vibration problems such as shudder in vehicle. In this study, the GAF measuring tester is developed to precisely measure GAF caused by internal friction in CV joints. As the developed tester can control temperature at joint, driving torque, angle of rotation and joint angles, actual driving conditions such as sudden acceleration can be applied to the machine. GAFs are measured and compared by using different types of grease in tripod housing. Also GAFs are measured for both new and used CV joints to be compared and analyzed. The test result shows the repeatability and consistency of the tester in terms of the different test conditions. By using the developed CV joint tester, friction performance of the joint can be evaluated by proposing the best CV joints as well as greases generating the lowest GAF.

• 한국신재생에너지학회:학술대회논문집
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• 한국신재생에너지학회 2007년도 춘계학술대회
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• pp.157-160
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• 2007

The catalyst layer of a proton exchange membrane (PEM) fuel cell is a mixture of polymer, carbon, and platinum. The characteristics of the catalyst layer play critical role in determining the performance of the PEM fuel cell. This research investigates the role of catalyst layer composition using a Central Composite Design (CCD) experiment with two factors which are Nafion content and carbon loading while the platinum catalyst surface area is held constant. For each catalyst layer composition， polarization curves are measured to evaluate cell performance at common operating conditions, Electrochemical Impedance Spectroscopy (EIS), and Cyclic Voltammetry (CV) are then applied to investigate the cause of the observed variations in performance. The results show that both Nafion and carbon content significantly affect MEA performance. The ohmic resistance and active catalyst area of the cell do not correlate with catalyst layer composition, and observed variations in the cell resistance and active catalyst area produced changes in performance that were not significant relative to compositions of catalyst layers.

• 산업경영시스템학회지
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• 제39권1호
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• pp.116-122
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• 2016

Recently, the production cycle in manufacturing process has been getting shorter and different types of product have been produced in the same process line. In this case, the control chart using coefficient of variation would be applicable to the process. The theory that random variables are located in the three times distance of the deviation from mean value is applicable to the control chart that monitor the process in the manufacturing line, when the data of process are changed by the type of normal distribution. It is possible to apply to the control chart of coefficient of variation too. ${\bar{x}}$, s estimates that taken in the coefficient of variation have just used all of the data, but the upper control limit, center line and lower control limit have been settled by the effect of abnormal values, so this control chart could be in trouble of detection ability of the assignable value. The purpose of this study was to present the robust control chart than coefficient of variation control chart in the normal process. To perform this research, the location parameter, ${\bar{x_{\alpha}}}$, $s_{\alpha}$ were used. The robust control chart was named Tim-CV control chart. The result of simulation were summarized as follows; First, P values, the probability to get away from control limit, in Trim-CV control chart were larger than CV control chart in the normal process. Second, ARL values, average run length, in Trim-CV control chart were smaller than CV control chart in the normal process. Particularly, the difference of performance of two control charts was so sure when the change of the process was getting to bigger. Therefore, the Trim-CV control chart proposed in this paper would be more efficient tool than CV control chart in small quantity batch production.

• 한국축산시설환경학회지
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• 제6권1호
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• pp.37-44
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• 2000

A new hose slurry spreader with improved spreading uniformity is developed to distribute the slurrynear to the soil surface and to reduce odor problems. The precision of distributed slurry was investigated using 3 types of slurry and found to be dependent on the rotor speed. For the solid matter separated fluid containing 0.1% of dry matter rotor speed of 150 rpm showed best uniformity with CV of 10% In the case of slurry from dairy cattle which contains 8.2% of dry matter high rotor speed of 330 rpm showed best result with CV of 7.2% Also swine slurry which has a 13.6% of dry matter content showed the best result of 8.1% CV at the high rotor speed of 250rpm. A high rotor speed generates enough pressure in the central distributor and as a result uniform distribution of slurry can be achieved. In conclusion it is highly recommended rotor speed of 300 rpm to get the best performance.

• 반도체디스플레이기술학회지
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• 제21권1호
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• pp.75-78
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• 2022

Deep Neural Networks (DNN) has become an essential data processing architecture for the implementation of multiple computer vision tasks. Recently, DNN-based algorithms achieve much higher recognition accuracy than traditional algorithms based on shallow learning. However, training and inference DNNs require huge computational capabilities than daily usage purposes of computers. Moreover, with increased size and depth of DNNs, CPUs may be unsatisfactory since they use serial processing by default. GPUs are the solution that come up with greater speed compared to CPUs because of their Parallel Processing/Computation nature. In this paper, we analyze the inference time complexity of DNNs using well-known computer vision library, OpenCV. We measure and analyze inference time complexity for three cases, CPU, GPU-Float32, and GPU-Float16.

• 한국식품위생안전성학회지
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• 제26권1호
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• pp.70-75
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• 2011

본 연구에서는 새로운 제형 클로렐라제품의 정확한 총 엽록소 정량시험법을 마련하기 위해 새로운 제형 중 Syrup과 Candy 두 가지 제형의 제품을 마련하여 현행 공전방법을 적용한 함량 비교시험을 하였고 보다 정확한 결과 값을 나타낸 제1법인 pyridine 추출법의 전 처리방법을 개선하기 위하여 alkari성 pyridine으로 시료에서 엽록소를 추출하기 위하여 30분간 방치하고, 15분간 가온 할 때 초음파 처리를 병행하는 방법을 개발하여 그 결과 값의 정확성, 정밀성을 검토하였고 또 matrix sparking에 의한 정밀성과 재현성을 검토하였다. 그 결과 액상제품의 경우 pyridin 추출법과 acetone 추출법의 결과 값 CV는 18.82와 40.00, 이론치에 대한 결과 값이 106.3%와 78.1%로 상당한 차이를 보였다. Pyridin 추출법과 pyridin 추출법에 초음파 전 처리를 추가한 결과는 $27.2{\pm}5.12\;mg$/100 g와 $25.0{\pm}2.84\;mg$/100 g로 표준편차가 상당히 줄어들었고 CV도 18.82에서 11.36으로 상당히 줄어들었다. 이론치 대비율도 106.3%와 97.7%로 pyridin-초음파 추출방법이 보다 이론치에 근접한 것으로 나타났으며 회수율 측정을 하기 위하여 pyridin-초음파 추출법에 matrix spiking 한 결과도 표준편차, CV값과 이론치 대비율이 모두 향상된 결과를 나타내었다. 고형제품의 경우도 pyridin 추출법과 acetone 추출법의 결과 값 CV는 7.05와 30.00, 이론치에 대한 결과 값이 62.7%와 40%로 상당한 차이를 보였다. Pyridin 추출법과 pyridin 추출법에 초음파 전처리를 추가한 결과는 $62.7{\pm}4.42\;mg$/100 g와 $99.4{\pm}4.06\;mg$/100 g로 표준편차가 상당히 줄어들었고 CV값도 7.05에서 4.08로 상당히 줄어들었다. 이론치 대비율도 62.7%에서 99.4%로 pyridin-초음파 추출법이 명확하게 이론치에 근접한 것으로 나타났으며 회수율 측정을 하기 위하여 pyridin-초음파 추출법에 matrix spiking 한 결과도 표준편차, CV값과 이론치 대비율 모두 향상된 결괴를 나타내었다.