• 한국화재소방학회논문지
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• 제26권3호
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• pp.60-66
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• 2012

본 연구에서는 건설현장 등에서 주로 사용되는 용접 절단기의 작업시 화재위험성을 평가하였다. 실험에는 인버터 AC/DC TIG 용접기와 인버터 에어프리즈마 절단기가 사용되었다. 용접 절단 작업시 비산되는 불티의 온도를 측정하였다. 작업높이와 입력전류의 변화에 따라 비산된 불티의 크기 및 비산범위를 측정하였다. 또한, 용접 절단기 화재원인 중 가장 높은 비율을 차지하는 가연물 근접방치에 의한 화재위험성을 평가하였다. 가연물로는 건초, 방진막, 우레탄폼, 비닐, 종이, 유류가 사용되었다. 용접 절단 작업시 불티의 온도가 최대 $450^{\circ}C$까지 상승하였다. 2.5 m 높이에서 절단 작업시 불티가 최대 4.7 m까지 비산되었다. 용접 절단 작업시 주위에 가연물이 존재할 경우 비산된 불티에 의해 가연물에 착화되어 화재로 발전할 가능성이 매우 높다.

• 융합보안논문지
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• 제23권1호
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• pp.69-77
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• 2023

최근 아일랜드 보건당국, 미(美) 송유관 등 전(全) 세계적으로 랜섬웨어 피해가 급증하고 있으며, 사회 모든 분야에 피해를 입히고 있다. 특히, 랜섬웨어 탐지 및 대응에 기존의 탐지방법뿐 아니라 머신러닝 등을 이용한 연구가 늘어 나고 있다. 하지만, 전통적인 머신러닝은 모델이 데이터가 많은 쪽으로 예측하는 경향이 강해 정확한 예측값을 추출하기 어려운 문제점이 있다. 이에 다수(Majority)의 Non-Ransomware(정상코드 또는 멀웨어)와 소수의(Minority) Ransomware로 구성된 불균형(Imbalance) 클래스에서 샘플링 기법을 통해 불균형을 해소하고 랜섬웨어탐지 성능을 향상시키는 기법을 제안하였다. 본 실험에서는 두가지 시나리오(Binary, Multi Classification)을 사용하여 샘플링 기법이 다수 클래스의 탐지 성능을 유지하면서 소수 클래스의 탐지 성능을 개선함을 확인하였다. 특히, 제안된 혼합샘플링 기법(SMOTE+ENN)이 10% 이상의 성능(G-mean, F1-score) 향상을 도출했다.

• 한국공작기계학회:학술대회논문집
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• 한국공작기계학회 2004년도 춘계학술대회 논문집
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• pp.439-444
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• 2004

The important problem in high speed spindle is to reduce and minimize the thermal effect by motor and ball bearings. In this study. the effects of bearing preload and cooling for high speed spindle with high frequency motor are investigated. A high speed spindle is composed of angular contact ball bearings, high frequency motor, grease lubrication, oil jacket cooling, and so on. Heat generation of the bearing and the high frequency motor are estimated from the theoretical and experimental data. The thermal analyses of high speed spindle to minimize the thermal effect and maximize the cooling effect are carried out under the various cooling conditions and preload. Method of variable bearing preload and cooling can be useful to design the high speed motor spindle. The results show that the optimal preload and cooling are very effective to minimize the thermal displacement by motor and ball bearing.

• 한국공작기계학회:학술대회논문집
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• 한국공작기계학회 2002년도 춘계학술대회 논문집
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• pp.190-198
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• 2002

In switched reluctance motor(SRM) drive, it is necessary to synchronize the stator phase excitation with the rotor position. Therefore the rotor position information is an essential. Usually optical encoders or resolvers are used to provide the rotor position information. These sensors are expensive and are not suitable for high speed operation. In general, the accuracy of the switching angles is dependent upon the resolution of the encoder and the sampling period of the microprocessor. But the region of high speed, switching angles are fluctuated back and forth from the preset values, witch are cause by the sampling period of the microprocessor. Therefore, the low cost linear encoder suitable for the practical and stable SRM drive is proposed and the control algorithm to provide the switching signals using the simple digital logic circuit is also presented in this paper It is verified from the experiments that the proposed encoder and logic controller can be a powerful candidate for the practical low cost SRM drive.

• 한국공작기계학회:학술대회논문집
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• 한국공작기계학회 2002년도 춘계학술대회 논문집
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• pp.16-21
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• 2002

Generally, Oxidization film are generated by friction and wear in lubricant oil. It is effect that the heat and pressure act on contact area. Because the electrons movement progress the oxidization, if the electrons movement be regulated, the thickness of oxidization film can be regulated and friction characteristics can be improved. But electronic current can deteriorate friction characteristics, so various characteristics must be investigated on transforming of electronic current. Therefor, using the Norton equation, short current were transformed between ball and disk. Also, an experiment was carried out using ball on disk type tester. So, we studied up on effect of current for friction characteristics.

• 한국공작기계학회:학술대회논문집
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• 한국공작기계학회 2002년도 춘계학술대회 논문집
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• pp.22-27
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• 2002

The existing compressor steel seal used in automotive air-conditioner has the problem of oil leakage and the deterioration in shielding performance, due to the abrasion and the corrosion of the material. A new type of polymer resin seal is studied in the research. The polymer resin seal has the characteristics of high anti-abrasiveness and anti-corrosiveness, which can overcome the deflects of the steel seal. In addition, the seal needs lower manufacturing cost and is appropriate to mass production, because it is made by the injection molding method requiring no mechanical processing. The profile generation program for seal mold has been developed using the gradient method, and the molding characteristics of the seal have analyzed through the flow analysis and the warpage analysis. The program has been verified by comparing the analysis results with the measured data of the test product. The research might be said to provide the basic method to produce the polymer resin seals with various types and dimensions.

• 한국공작기계학회논문집
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• 제15권1호
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• pp.88-94
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• 2006

A typical disk brake system consists of caliper housing, piston, seal and two pads etc. The configuration of seal groove, dimension of piston and seal, and seal material properties are important ones for brake performance, as these affect the retraction of piston. The rubber seal is designed to perform dual functions of sealing the brake oil at brake-applied and retracting the caliper piston at brake-released. In this paper, the seal stress is analyzed using Finite Element Method and experiment is conducted by Taguchi's Method. We attempt to quantify the critical design factors in the seal groove and evaluate their impact on some of brake performance factors. The investigation obtained from this study can not only enhance the seal groove design optimization, but also reduce product prototype testing and development time.

• 오토저널
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• 제3권3호
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• pp.30-38
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• 1981

The fatigue characteristics of Si-Mn spring steel (AISI 9260-H, JIS SUP-6) were investigated on several heat treatment conditions. Repeated impact loads of 10kg-cm and 15kg-cm energy were applied with a cam roller drop hammer type impact fatigue testing machine. Specimens were oil-quenched, and tempered at 350.deg. C, 450.deg. C and 500.deg. C, respectively. Results obtained in these experiments are summarized as follows.; 1) The fatigue life of the specimen is decreased as the magnitude of constant impact energy is increased, regardless of heat treatment. 2) Generally, the fatigue life of the specimen is decreased as the tensile strength of the materials is increased. 3) Within the limit of these experiments, the fatigue life showed abrupt decrease at the tempering temperature of about 400.deg. C 4) The fatigue life is increased as the initial value of applied stress intensity factor(K$_{1}$) is decreased. This tendency is apparent for the low tensile strength materials.

• 소음진동
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• 제4권1호
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• pp.43-50
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• 1994

Chatter vibration of a rolling machine in steel plants has a significant effect on thickness quality of the products. The cause and mechanism of the mill chattering is addressed through measurement of vibration and dynamic torque. An FFT system and an FM telemetry system are employed to collect data at several locations of possible damages. The results reveal the followings as sources of the mill vibration. The first is defects in roller bearings of a work roll chock. The second is instability of an oil film bearing in a backup roll chock, which has been investigated with a theoretical model describing the phenomenon. Dynamic torque is not the direct cause of mill vibration but rather influenced by the vibration. Appropriate treatment methods are suggested to address each of the above sources.

• 한국공작기계학회논문집
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• 제12권1호
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• pp.8-15
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• 2003

The cylindrical object such as a water pipe or an oil pipeline are widely used in the infrastructure. Those pipes should be inspected periodically by human or a robot. However, since there is no edge or vertex in the pipe, it is very difficult for the robot to navigate along the pipe. In this paper in order to guide the robot along the axis of the pipe, an algorithm which find the axis using the measured range data from the robot to the pipe wall is developed The algorithm is verified using both the simulated range data and the measured one.