• 제목/요약/키워드: failure characteristic

검색결과 604건 처리시간 0.023초

베이지안 방법을 이용한 PCB 제조공정의 펌프 고장 데이터 합성 (Synthesizing Failure Data of Pump in PCB Manufacturing using Bayesian Method)

  • 우정재;김민환;추창엽;백종배
    • 한국안전학회지
    • /
    • 제35권1호
    • /
    • pp.79-86
    • /
    • 2020
  • Failure data that has systematically managed for a long time has high reliability to an estimated volume. But since much cost and effort are needed to secure reliability data, data from overseas country is used in quantitative risk analysis in many workplaces. Reliability of the data that can be collected in workplaces can be dropped because of insufficient sample or lack of observation time. Therefore, estimated data is difficult to use as it is and environment and characteristic of the workplace cannot be reflected by using data from overseas country. So this study used Bayesian method that can be used reflecting both reliability data from overseas country and workplace failure data that has less samples. As a setting toward difficult situation that securing sufficient failure data cannot be achieved, we composed workplace failure data equivalent to mass observation time 20%(t=17000), 40%(t=24000), 60%(t=31000), 80%(t=38000) and IEEE data by using Bayesian method.

ISB 판넬의 굽힘강성 및 파손특성에 관한 연구 (Investigation into Characteristics of Bending Stiffness and Failure for ISB Panel)

  • 안동규;이상훈;김민수;한길영;정창균;양동열
    • 한국정밀공학회지
    • /
    • 제22권9호
    • /
    • pp.162-172
    • /
    • 2005
  • The objective of this research works is to investigate into characteristics of bending stiffness and failure for the ISB ultra-lightweight panel with internally structured material. The expanded metal with a crimped pyramid shape and woven metal are employed as an internally structured material. Through three-points bending test, the force-displacement curve and failure shape are obtained to examine the deformation pattern, characteristic data, such as maximum load, displacement at maximum load, etc, and failure pattern of the ISB panel. In addition, the influence of design parameters fur ISB panel on the specific stiffness, the specific stiffness per unit width, failure mode and failure map has been found. Finally, it has been shown that ISB containing expand metal with the crimped pyramidal shape is prefer to that containing woven metal from the view point of optimal design for ISB panel.

Analysis of the Failure Stress in Pyrotechnically Releasable Mechanical Linking Device

  • Lee, Yeung-Jo;Kim, Dong-Jin;Kang, Won-Gyu
    • 한국추진공학회:학술대회논문집
    • /
    • 한국추진공학회 2008년 영문 학술대회
    • /
    • pp.813-822
    • /
    • 2008
  • The present work has been developed the interpretation processor including analysis of the failure stress in pyrotechnically releasable mechanical linking device, which has the release characteristic without fragmentation and pyro-shock, using SoildWorks, COSMOS Works and ANSYS programs. The aim of the invention is to propose a pyrotechnically releasable mechanical linking device for two mechanical elements that does not suffer from such drawbacks. The pyrotechnically releasable mechanical linking device according to the invention is simple, compact and inexpensive in structure. It is simple to implement and permit the use of only a reduced quantity of pyrotechnic composition, such composition possibly being devoid of any primary explosive at all. The present work is only focused on the design of structure and the material characteristics. To analyze the fracture morphology resulted from tensile test in the different ball type bolts, the present work has been performed to estimate the failure stress of material and to make the same result from tensile test. The failure stress of SUS 630 in ductile material is approximately 1050 Mpa. The failure stress of SUS 420 in brittle material is about 1790 Mpa. Among the models used the ductile material, the model 6 is suitable a design of structure compared to that of other models. The use of this interpretation processor developed the present work could be extensively helped to estimate the failure stress of material having a complex geometry such as the ball type bolt

  • PDF

SVM 기법을 적용한 구름베어링의 부식 고장진단 (Corrosion Failure Diagnosis of Rolling Bearing with SVM)

  • 고정일;이의영;이민재;최성대;허장욱
    • 한국기계가공학회지
    • /
    • 제20권9호
    • /
    • pp.35-41
    • /
    • 2021
  • A rotor is a crucial component in various mechanical assemblies. Additionally, high-speed and high-efficiency components are required in the automotive industry, manufacturing industry, and turbine systems. In particular, the failure of high-speed rotating bearings has catastrophic effects on auxiliary systems. Therefore, bearing reliability and fault diagnosis are essential for bearing maintenance. In this work, we performed failure mode and effect analysis on bearing rotors and determined that corrosion is the most critical failure type. Furthermore, we conducted experiments to extract vibration characteristic data and preprocess the vibration data through principle component analysis. Finally, we applied a machine learning algorithm called support vector machine to diagnose the failure and observed a classification performance of 98%.

다수의 고장모드를 가지는 기계부품의 신뢰성 분석 (Reliability Analysis of Mechanical Component with Multiple Failure Modes)

  • 장무성;최병오;강보식;박종원;이충성
    • 대한기계학회논문집A
    • /
    • 제37권9호
    • /
    • pp.1169-1174
    • /
    • 2013
  • 대부분의 제품은 다수의 고장모드를 가지지만, 일반적으로 신뢰성 분석에서 고장모드 별로 분석하는 경우는 많지 않다. 또는 신뢰성 분석 시 고장모드에 대한 정보를 제공하지 않거나 대표적인 고장모드로 분석하기도 한다. 특히 신뢰성 인증시험에서 가정하고 있는 형상모수는 제품의 형상모수보다는 고장모드에 대한 형상모수 값이 더 중요하다. 본 연구에서는 다수의 고장모드를 가지는 기계부품에 대한 신뢰성 분석방법으로 경쟁 고장모드 분석방법과 혼합 와이블 분석방법을 소개한다. 그리고 3 가지 고장모드를 가지는 공기압 실린더의 사례에 대해 각 고장모드 별로 형상모수를 구하였으며, 3 가지 고장모드를 고려했을 때와 하나의 고장모드로 가정했을 때의 신뢰성 측도($B_{10}$ 수명, 특성 수명)을 비교하였다.

저속충격을 받는 Carbon/Epox 적층판의 손상 해석 (Failure Analysis on the Carbon/Epoxy Laminate Subjected to Low Velocity Impact)

  • 이호철;이영신;김재훈;전제춘
    • 한국복합재료학회:학술대회논문집
    • /
    • 한국복합재료학회 2000년도 추계학술발표대회 논문집
    • /
    • pp.98-101
    • /
    • 2000
  • Recently, composite material which has much excellent mechanical characteristics has been applied in many industries. However, it has a brittle characteristic under impact condition and its invisible characteristics of the damaged area has been the motivation of many engineers investigation. The modified failure criterion is implemented to predict the failure behavior of the composite plate subjected to low velocity impact using commercial finite element analysis code, ABAQUS-Ver. 5.8. The new criterion is in good agreement with experimental results and can predict the failure behavior of the composite plate subjected to low velocity impact more accurately.

  • PDF

SMPS용 고주파 트랜스의 고장의 분석 및 재현시험법에 관한 연구 (A Study on the Failure Analysis and Representation Test Method of High Frequency Transformer for SMPS)

  • 임홍우;이영주;한지훈
    • 전기학회논문지
    • /
    • 제60권4호
    • /
    • pp.766-770
    • /
    • 2011
  • In this paper, we describe the failure analysis and representation test method that applied high frequency transformer for SMPS through analysing insulation resistance, frequency characteristic, CT analysis, Q-factor atc. And we study the judgement method that a high frequency transformer affects to other beside parts in different condition or environment. According to this method, we devise a plan for the field failure prevent and propose the securing product reliability of high frequency transformer.

열화되는 성능 파라메터를 가지는 시스템의 신뢰성 예측에 관한 연구 (A Study on Reliability Prediction of System with Degrading Performance Parameter)

  • 김연수;정영배
    • 산업경영시스템학회지
    • /
    • 제38권4호
    • /
    • pp.142-148
    • /
    • 2015
  • Due to advancements in technology and manufacturing capability, it is not uncommon that life tests yield no or few failures at low stress levels. In these situations it is difficult to analyse lifetime data and make meaningful inferences about product or system reliability. For some products or systems whose performance characteristics degrade over time, a failure is said to have occurred when a performance characteristic crosses a critical threshold. The measurements of the degradation characteristic contain much useful and credible information about product or system reliability. Degradation measurements of the performance characteristics of an unfailed unit at different times can directly relate reliability measures to physical characteristics. Reliability prediction based on physical performance measures can be an efficient and alternative method to estimate for some highly reliable parts or systems. If the degradation process and the distance between the last measurement and a specified threshold can be established, the remaining useful life is predicted in advance. In turn, this prediction leads to just in time maintenance decision to protect systems. In this paper, we describe techniques for mapping product or system which has degrading performance parameter to the associated classical reliability measures in the performance domain. This paper described a general modeling and analysis procedure for reliability prediction based on one dominant degradation performance characteristic considering pseudo degradation performance life trend model. This pseudo degradation trend model is based on probability modeling of a failure mechanism degradation trend and comparison of a projected distribution to pre-defined critical soft failure point in time or cycle.

Plate로 전면보강된 교량 상판의 거동특성에 관한 연구 (A Study on the Structural Characteristic of Strengthened Bridge Deck Specimens Using External Bonded Plate)

  • 심종성;오홍섭;김언경
    • 한국콘크리트학회:학술대회논문집
    • /
    • 한국콘크리트학회 2001년도 봄 학술발표회 논문집
    • /
    • pp.163-168
    • /
    • 2001
  • Punching shear in concrete slabs is a serious problem in certain structural systems, such as flat slab. In this study, mechanical improvement between specimens which are unstrengthened and strengthened with steel plate and fiber panel is experimentally investigated. The strengthened bridge deck specimens had increment of strength and broke down with punching shear failure. Strengthening ratio should be considered to restraint punching failure.

  • PDF

국내 자가용 170kV GIS 사용 실태조사 (A Study on the Actual Condition of Domestic 170kV GIS- Electrical Facilities of Private Use)

  • 천종철;이은석;김종서
    • 대한전기학회:학술대회논문집
    • /
    • 대한전기학회 2003년도 하계학술대회 논문집 C
    • /
    • pp.1741-1743
    • /
    • 2003
  • In this paper, We presents the actual condition of domestic 170kv GIS(Gas Insulated Swichgear)- Electrical Facilities of Private Use be examined by post. We are able to confirm the distribution characteristic analysis of GIS failure- type of industry, occurrence frequency, part and counter plan research for failure preventing.

  • PDF