• Proceedings of the Korean Society of Precision Engineering Conference
• /
• 1991.04a
• /
• pp.77-86
• /
• 1991

레이저 빔이갖고있는 spatial coherence 특성에 의해서 렌즈를 이용하여 집광시키면 집광부에서 고출력 밀도를 얻을 수 있다. 이와같이 집광된 레이저 빔을 재료의 표면에 조사하면 재료로 부터 미세량을 용융, 증발시키므로 일반적인 방법으로는 가공이 어려운 단단한 재료의 절단과 미세 구멍가공이 가능하게된다. 본 논문에서는 출력, 펄스 수, defoucsing, pulse on-time, 보조가스 압력등을 변화 시키면서 드릴링 실험을 수행하고, 각 실험 조건에서의 구멍 형상과 깊이를 측정함으로써 가공 변수들의 process sensitivity를 평가하였다.

• Proceedings of the Korean Society of Precision Engineering Conference
• /
• 2004.05a
• /
• pp.286-286
• /
• 2004

초고속 정보통신망 구현에 필수적인 광학 연결용 부품인 광 Ferrule은 광섬유 커넥터의 중요부품으로서 우수한 치수정밀도와 내마모성을 갖추어야 한다. 현재, Ferrule로 사용되는 재료는 지르코니아, 알루미나 등 세라믹 물질이 많이 사용되고 있으며 기계적 강도나 내마모성 면에서는 우수하지만, 피연마속도가 석영섬유에 비해 현저히 작아서 특수한 연마방법을 채택해야 하며 성형성이나 가공성이 나빠 생산효율이 낮고 비용이 비싸다는 단점을 가지고 있다.(중략)

• Explosives and Blasting
• /
• v.19 no.4
• /
• pp.5-10
• /
• 2001

발파시 공벽 주변에서 방사상으로 발생하는 무수한 균열들을 제어하고 일정한 방향으로 절단면을 형성하기 위해서 split tube를 이용한 발파 방법에 대한 현장 실험을 실시하였다. 현장 실험결과 절단면을 발달시키고자 하는 방향으로 제어할 수 있었다. 계산에 의한 발파압력과 제어된 균열면의 길이를 비교하였다. 현장 벤치 벽면에서 에멀젼 계열 폭약의 발파 압력이 700㎫이상일 경우 균열을 원하는 방향으루 제어할 수 있었을 뿐만 아니라, 공경의 30배까지 균열이 전파되었다.

• The Korean Journal of Applied Statistics
• /
• v.22 no.1
• /
• pp.29-39
• /
• 2009

Among others, ROC and CAP curves are used to explore the discriminatory power between the defaults and non-defaults, based on the distribution of the probability of default in credit rating works. ROC and CAP curves are plotted in terms of various ratios of the probability of default. Each point on ROC and CAP curves is calculated according to cutting points (scores) for classifying between defaults and non-defaults. In this paper, adjusted ROC and CAP curves are proposed by using functions of ratios of the probability of default. It is possible to recognize the score corresponding to a point oil these adjusted curves, and we can identify the best score to show the optimal discriminatory power. Moreover, we discuss the relationships between the best score obtained from the adjusted ROC and CAP curves and the score corresponding to Kolmogorov - Smirnov statistic to test the homogeneous distribution functions of the defaults and non-defaults.

• Proceedings of the Korean Radioactive Waste Society Conference
• /
• 2005.11a
• /
• pp.87-95
• /
• 2005

Laser sealing/cutting technique, one of the 4 core technologies to manufacture self-luminous glass tubes (SLGTs) has been developed. Through the analysis of commercial products it is found that Pyrex Is used for SLGTs. A CO2 laser, which is commonly used for glass work was used for the study The factors affecting the sealing/cutting were laser intensity, duration. Irradiation method, and pressure inside the tube. The whole Process is composed of 2 stages. In the first stage. both ends of the tubes are sealed while tritium is insected in the tubes. And the tritium sealed tubes are cut in the desired size in the second stage. Defocused beam was used for seal ing and focused beam was used for cutting. After the sealing/cutting, the tubes were heat treated to prevent fracture due to the residual heat stress.

• The Journal of the Korea Contents Association
• /
• v.11 no.5
• /
• pp.15-24
• /
• 2011

Recently various anatomic researches by using serially sectioned images in VK(Visible Korean) project are in progress. In that sense, it is very important and necessary to represent images which keep information of the original anatomic images. In this regard, there are some studies to get rid of slice patterns in coronal and sagittal images. However, according to the rapid spatial frequency changes, the ringing effect occurred in common. In addition, because of merge with the original images which have splice patterns, those patterns appeared again. Therefore, in this study we found effective color space to apply to FFT(Fast Fourier Transform) and notch filter in getting rid of the slice patterns. To verify this, we used RGB, LAB, CMYK, HSV and HSL color space. Secondly we got rid of and alleviated the ringing effect by improving notch filter. To verify this, we compared proposed method with previous study on the basis of original images by visual method and objective values. These result images are expected to contribute to anatomy research in relation to VK project.

• Korean Journal of Medicinal Crop Science
• /
• v.3 no.1
• /
• pp.5-8
• /
• 1995

This experiment was carried out to obtain the basic information on cultivation of Gentiana scabra BUNGE. Optimum temperature for germination, planting time effect of chemicals on rooting for cutting propagation, effect of cutting on root yield, and content of gentiopicroside were investigated. The germination ratio was highest at $25^{\circ}C$ but lower at $10,\;15,\;20\;,30^{\circ}C.$ The optimum planting time was March 20 the cutting in May and NAA treatment were effective on rooting for cutting propagation. Inhibition of flowering by cutting was effective for increasing root yield but not effective for gentiopicroside content of root.

• The Korean Journal of Applied Statistics
• /
• v.34 no.5
• /
• pp.735-744
• /
• 2021

Maintaining the lifetime of a product is one of the objectives of quality control. In real processes, most samples are constructed with censored data because, in many situations, we cannot measure the lifetime of all samples due to time or cost problems. In this paper, we propose two cumulative sum (CUSUM) control charting procedures to monitor the mean of type I right-censored lognormal lifetime data. One of them is based on the likelihood ratio, and the other is based on the binomial distribution. Through simulations, we evaluate the performance of the two proposed procedures by comparing the average run length (ARL). The overall performance of the likelihood ratio CUSUM chart is better, especially this chart performs better when the censoring rate is low and the shape parameter value is small. Conversely, the binomial CUSUM chart is shown to perform better when the censoring rate is high, the shape parameter value is large, and the change in the mean is small.

• The Korean Journal of Applied Statistics
• /
• v.32 no.5
• /
• pp.693-702
• /
• 2019

Deep learning has gained popularity for the classification and prediction task. Neural network layers become deeper as more data becomes available. Saturation is the phenomenon that the gradient of an activation function gets closer to 0 and can happen when the value of weight is too big. Increased importance has been placed on the issue of saturation which limits the ability of weight to learn. To resolve this problem, Glorot and Bengio (Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 249-256, 2010) claimed that efficient neural network training is possible when data flows variously between layers. They argued that variance over the output of each layer and variance over input of each layer are equal. They proposed a method of initialization that the variance of the output of each layer and the variance of the input should be the same. In this paper, we propose a new method of establishing initialization by adopting truncated normal distribution and truncated cauchy distribution. We decide where to truncate the distribution while adapting the initialization method by Glorot and Bengio (2010). Variances are made over output and input equal that are then accomplished by setting variances equal to the variance of truncated distribution. It manipulates the distribution so that the initial values of weights would not grow so large and with values that simultaneously get close to zero. To compare the performance of our proposed method with existing methods, we conducted experiments on MNIST and CIFAR-10 data using DNN and CNN. Our proposed method outperformed existing methods in terms of accuracy.

• The Journal of the Korean dental association
• /
• v.18 no.2 s.131
• /
• pp.127-132
• /
• 1980