• Title/Summary/Keyword: 절연 저항

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Electrical fire prediction model study using machine learning (기계학습을 통한 전기화재 예측모델 연구)

  • Ko, Kyeong-Seok;Hwang, Dong-Hyun;Park, Sang-June;Moon, Ga-Gyeong
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
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    • v.11 no.6
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    • pp.703-710
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    • 2018
  • Although various efforts have been made every year to reduce electric fire accidents such as accident analysis and inspection for electric fire accidents, there is no effective countermeasure due to lack of effective decision support system and existing cumulative data utilization method. The purpose of this study is to develop an algorithm for predicting electric fire based on data such as electric safety inspection data, electric fire accident information, building information, and weather information. Through the pre-processing of collected data for each institution such as Korea Electrical Safety Corporation, Meteorological Administration, Ministry of Land, Infrastructure, and Transport, Fire Defense Headquarters, convergence, analysis, modeling, and verification process, we derive the factors influencing electric fire and develop prediction models. The results showed insulation resistance value, humidity, wind speed, building deterioration(aging), floor space ratio, building coverage ratio and building use. The accuracy of prediction model using random forest algorithm was 74.7%.

Data Acquisition and Statistical Processing of Insulation Resistance for High-Power Cables in Operation (운전 중 고전력 케이블의 절연저항 데이터의 취득과 통계적 처리 방법)

  • Park, Sung-Hee;Um, Kee-Hong
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.18 no.6
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    • pp.181-186
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    • 2018
  • With progress in industrialization, facilities for generating, delivering, and receiving high levels of electric power are in great demand. The scale of electric power equipment is increasing in both size and complexity. This has contributed to the development of our modern, high-tech and information-based society. However, if the generation of electric power is suspended due to unexpected accidents at power facilities or power stations, a range of equipment the operations of which are dependent on electric power can be damaged, causing substantial socioeconomic losses in an industrial society. A great deal of time and money would be expended to repair damaged facilities at a power station, causing enormous economic loss. In order to detect the deterioration processes of power cables, and to prevent the destruction of power cables, the operation status of power cables should be monitored on a regular basis. We studied the method in order to improve accuracy and reliability for diagnosising the junction where accident occurs frequently. We present the method of data acquisition and statistical processing.

Condition Monitoring and Fault Diagnosis System of Rotating Machinery (회전기기의 상태감시 및 결함탐지 시스템)

  • Jeong, Sung-Hak;Lee, Young-Dong
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2016.10a
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    • pp.819-820
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    • 2016
  • Electrical power distribution is consists of high voltage, low voltage and motor control center(MCC). Motor control centers involves turning the motor on and off, it is configured electronic over current relay to detect a motor overcurrent flows. Existing electronic over current relay detects electrical fault such as overcurrent, undercurrent, phase sequence, negative sequence current, current unbalance and earth fault. However, it is difficult to detect mechanical fault such as locked rotor, motor stator and rotor and bearing fault. In this paper, we propose a condition monitoring and fault diagnosis system for electrical and mechanical fault detection of rotating machinery. The proposed system is designed with signal input and control part, system interface part and data acquisition board for condition monitoring and fault diagnosis, it was possible to detect electrical fault and mechanical fault through measurement and control of insulation resistance, locked rotor, MC counter and bearing temperature.

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Comparative Study on the Characteristics of Heat Dissipation using Silicon Carbide (SiC) Powder Semiconductor Module (탄화규소(SiC) 반도체를 사용한 모듈에서의 방열 거동 해석 연구)

  • Jung, Cheong-Ha;Seo, Won;Kim, Gu-Sung
    • Journal of the Microelectronics and Packaging Society
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    • v.25 no.4
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    • pp.89-93
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    • 2018
  • Ceramic substrates applied to power modules of electric vehicles are required to have properties of high thermal conductivity, high electrical insulation, low thermal expansion coefficient and resistance to abrupt temperature change due to high power applied by driving power. Aluminum nitride and silicon nitride, which are applied to heat dissipation, are considered as materials meeting their needs. Therefore, in this paper, the properties of aluminum nitride and silicon nitride as radiator plate materials were compared through a commercial analysis program. As a result, when the process of applying heat of the same condition to aluminum nitride was implemented by simulation, the silicon nitride exhibited superior impact resistance and stress resistance due to less stress and warping. In terms of thermal conductivity, aluminum nitride has superior properties as a heat dissipation material, but silicon nitride is more dominant in terms of reliability.

Design of the self-oscillation UV flash lamp power supply and the characteristic of its operation using self-resonance of the transformer (트랜스포머의 자가 공진(Self-Resonance)특성을 이용한 자가 발진(Self-Oscillation) UV(Ultra Violet) 발생 플래시램프 전원장치설계 및 그 동작 특성)

  • Kim, Shin-Hyo;Cho, Dae-Kweon
    • Journal of Advanced Marine Engineering and Technology
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    • v.38 no.1
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    • pp.48-55
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    • 2014
  • These Xenon flashlamp power supply for Ultra Violet has converter with high voltage conversion ratio. General model is composed of transformer with high voltage conversion ratio and voltage doubler rectifier circuit. Purpose of power supply leads dielectric breakdown of Xenon flashlamp and passes current rapidly. When passing current, it has to limit current to avoid over-heat, damage of electrode and acceleration of gas oxidation which are cause of performance degradation of lamps. Generally, inductors and resistors, which are called as "Ballast," are used to limit currents. Generally, Transformer has high turn ratio to make high voltages. But we can get high voltages using the transformer with low turn ratio which is driven with self resonance. Also, an advantage of self resonance is to make a circuit simply through impedance of transformer in resonance frequency which filters output voltage. As using an unique impedance of transformer, the circuit does not need other impedance elements like the ballast. So the power supply assures high efficiency of the arc discharge.

The Magnetic Properties of Nanocrystalline Fe73.5Cu1Nb3Si15.5B7 Alloy Powder Cores (Fe73.5Cu1Nb3Si15.5B7나노 결정립 합금 분말 코아의 자기적 특성)

  • Noh, T.H.;Choi, H.Y.;Ahn, S.J.
    • Journal of the Korean Magnetics Society
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    • v.14 no.1
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    • pp.7-12
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    • 2004
  • The annealing-temperature dependence of magnetic properties in compressed powder cores being composed of ball-milled F $e_{73.5}$C $u_1$N $b_3$S $i_{15.5}$ $B_{7}$ alloy powders (size 250∼850${\mu}{\textrm}{m}$) and 5 wt% of ceramic insulators has been investigated. When annealed at 5$50^{\circ}C$ for 1 h and so transformed to $\alpha$-Fe phase nanocrystalline structure with the grain size of 11 nm (electrical resistivity : 110 $\mu$$.$cm), the highest effective permeability of 125 and quality factor of 53 were obtained, and the permeability persisted up to about 500 KHz. Further the core loss measured at the frequency of 50 KHz and the induction amplitude of 0.1 T was very low (230 mW/㎤). However the dc bias characteristics was not satisfactory as compared to that of conventional powder core materials(MPP, Sendust etc.). The inferior dc bias property of F $e_{73.5}$C $u_1$N $b_3$S $i_{15.5}$ $B_{7}$ alloy powder cores was attributed to the fact that the size of powder was too large for obtaining the same permeability with that of conventional materials.

Electrical properties and degradation behavior of Tm2O3 doped barium titanate ceramics for MLCCs (Tm2O3가 첨가된 MLCC용 BaTiO3 유전체의 전기적 특성 및 열화거동)

  • Kim, Do-Wan;Kim, Jin-Seong;Hui, K.N.;Lee, Hee-Soo
    • Journal of the Korean Crystal Growth and Crystal Technology
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    • v.20 no.6
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    • pp.278-282
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    • 2010
  • The doping effect of thulium on electrical properties and degradation behavior in barium titanate ceramics ($BaTiO_3$) was investigated in terms of generations of core-shell structure and micro-chemical changes through highly accelerated degradation test. The dielectric specimens of pellet type and multi-layered sheets were prepared by using $BaTiO_3$ with undoped and doped with 1 mol% $Tm_2O_3$. The $BaTiO_3$ ceramics doped with 1 mol% $Tm_2O_3$ had 40% higher dielectric constant (${\varepsilon}$ = 2700) than that of the undoped $BaTiO_3$ specimen at curie temperature and met X7R specification. According to the result of highly accelerated degradation test conducted at $150^{\circ}C$, 70 V, and 24 hr, the oxygen diffusion was declined in dielectrics doped with 1 mol% $Tm_2O_3$. The $Tm^{3+}$ ion substituted selectively Ba site and Ti site and contributed to the generation of the core-shell structure. Oxygen vacancies occurred by substitution for Ti site could reduce excess oxygen that reacted to the Ni electrode.

Analysis Method for Damage Patterns of Low Voltage Switches for PL Judgment (PL 판정을 위한 저압용 스위치의 소손 패턴 해석기법)

  • Choi, Chung-Seog
    • Fire Science and Engineering
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    • v.24 no.5
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    • pp.136-141
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    • 2010
  • The purpose of this study is to examine the structure and heat generation mechanism of low voltage switches used to turn on or off the power supply to an indoor lighting system and investigate how the fixtures and movable contacts of the switches are damaged depending on the types of energy sources in order to secure the judgment base for expected PL disputes. Based on the Korean Standard (KS) testing method for incombustibility, this study applied a general flame to the switch. In addition, current was supplied to the switch using the PCITS (Primary Current Injection Test System). The ambient temperature and humidity were maintained at $22{\pm}2^{\circ}C$ and 40~60% respectively while performing the test. It is thought that the switch generated heat due to a defective connection of the wire and clip, insulation deterioration and defective contact of the movable contact, etc. The surface of the switch damaged by the general flame was uniformly carbonized. When the flame source was removed, the fire on the switch was extinguished naturally. From the result obtained by disassembling the switch carbonized by the general flame, it could be seen that fixtures and movable contacts remained in comparatively good shape but the enclosure, clip support, movable contact, indicating lamp, etc. showed carbonization and discoloration. In the case of the switch damaged by overcurrent, the clip connecting the wires, clip support, etc. showed almost no trace of damage, but the fixtures, movable contact, indicating lamp, etc. were severely carbonized. That is, the sections with high contact resistance were intensively damaged and showed a damage pattern indicating that carbonization progressed from the inside to the outside. Therefore, it is possible to judge the initial energy source by analyzing the characteristics of the carbonization pattern and the metal fixtures of damaged switches.

Effects of the Powder Preparation Method on the Magnetic Properties of Fe-based Amorphous Alloy Powder Cores (철계 비정질 합금 분말코아의 자기적 특성에 미치는 분말 제조방식의 영향)

  • Noh, T.H.;Choi, H.Y.
    • Journal of the Korean Magnetics Society
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    • v.15 no.3
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    • pp.191-197
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    • 2005
  • In the fabrication process of Fe-based amorphous alloy powder cores by pulverization of the melt-spun ribbons and cold compaction, the effects of powder preparation method on the magnetic & electric properties, powder shapes and microstructure of cores have been investigated. The powder cores made by using rotor mill showed low effective permeability as compared to the cores prepared by ball milling. However the frequency dependence and quality factor properties were superior in the case of rotor-milling. Further the powders prepared by rotor mill had homogeneous and round shapes through strong shearing in the sieve ring, while the ball milled powders were inhomogeneous and relatively small. The lower permeability of the powder cores fabricated with rotor mill was considered to be due to the high internal stress occurred by very intensive shearing. Moreover the powder cores produced by rotor-milling showed lower core loss and good frequency dependence of effective permeability possibly due to the higher electrical insulation between magnetic particles. The dc bias property of the powder cores made by rotor-milling was better than the one by ball-milling.

R.F. plasma assisted CVD로 합성한 BN, BCN 박막의 물성과 구조 연구

  • 김홍석;백영준;최인훈
    • Proceedings of the Korean Vacuum Society Conference
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    • 1999.07a
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    • pp.114-114
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    • 1999
  • Boron nitride (BN)는 매우 뛰어난 물리적, 화학적 성질을 가지고 있는 재료로 많은 연구가 진행되고 있다. hexagonal 형태의 hBN의 경우 큰 전기 저항과 열 전도도를 가지고 있고 열적 안정성을 가지고 있어 반도체 소자에서 절연층으로 쓰일 수 있다. 또한 X-ray와 가시광선을 투과시키기 때문에 X-ray와 가시광선을 투과시키기 때문에 X-ray lithography이 mask 기판으로 사용될 수 있다. Boron-carbon-nitrogen (BCN) 역시 뛰어난 기계적 성질과 투명성을 가지고 있어 보호 코팅이나 X-ray lithography에 이용될 수 있다. 또한 원자 조성이나 구성을 변화시켜 band gap을 조절할 수 있는 가능성을 가지고 있기 때문에 전기, 광소자의 재료로 이용될 수 있다. 본 연구에서는 여러 합성 조건 변화에 따른 hBN 막의 합성 거동을 관찰하고, 카본 농도변화에 따른 BCN 막의 기계적 성질과 구조의 변화, 그리고 실리콘 첨가에 의한 물성 변화를 관찰하였다. BN박막은 실리콘 (100) 기판 위에 r.f. plasma assisted CVD를 이용하여 합성하였다. 합성 압력 0.015 torr, 원료 가스로 BCl3 1.5 sccm, NH3 6sccm을 Ar 15 sccm을 사용하여 기판 bias (-300~-700V)와 합성온도 (상온~50$0^{\circ}C$)를 변화시켜 BN막을 합성하였다. BCN 박막은 상온에서 기판 bias를 -700V로 고정시킨 후 CH4 공급량과 Ar 가스의 첨가 유무를 변화시켜 합성하였다. 또한 SiH4 가스를 이용하여 실리콘을 함유하는 Si-BCN 막을 합성하였다. 합성된 BN 막의 경우, 기판 bias와 합성 온도가 증가할수록 증착속도는 감소하는 경향을 보여 주었다. 기판 bias와 합성온도에 따른 구조 변화를 SEM과 Xray로 분석하였다. 상온에서 합성한 경우는 표면형상이 비정질 형태를 나타내었고, X-ray peak이 거의 관찰되지 않았다. 합성온도가 증가하게 되면 hBN (100) peak이 나타나게 되고 이것은 합성된 막이 turbostratic BN (tBN) 형태를 가지고 있다는 것을 나타낸다. 50$0^{\circ}C$의 합성 온도에서 기판 bias가 -300V에서 hBN (002) peak이 관찰되었고, -500, -700 V에서는 hBN (100) peak만이 관찰되었다. 따라서 고온에서의 큰 ion bombardment는 합성되는 막의 결정성을 저해하는 요소로 작용한다는 것을 확인 할 수 있었다. 합성된 BN 막은 ball on disk type의 tribometer를 이용하여 마모 거동을 관찰한 결과 대부분 1이상의 매우 큰 friction coefficient를 나타내었고, nano-indenter로 측정한 BN막의 hardness는 매우 soft한 막에서부터 10 GPa 정도 까지의 값을 나타내었고, nano-indenter로 측정한 BN 막의 hardness는 매우 soft한 막에서부터 10GPa 정도 까지의 값을 가지며 변하였다. 합성된 BCN, Si-BCN 막은 FT-IR, Raman, S-ray, TEM 분석을 통하여 그 구조와 합성된 상에 관하여 분석하였다. FT-IR 분석을 통해 B-N 결합과 C-N 결합을 확인할 수 있었고, Raman 분석을 통하여 DLC의 특성을 분석하였다. 마모 거동에서는 BCN 막의 경우 0.6~0.8 정도의 friction coefficient를 나타내었고 Si-BCN 막은 0.3이하의 낮은 friction coefficient를 나타내었다. Hardness는 carbon의 함유량과 Ar 가스의 첨가 유무에 따라 각각을 측정하였고 이것은 BN 막 보다 향상된 값을 나타내었다.

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