• 제목/요약/키워드: reliability prediction

검색결과 1,207건 처리시간 0.027초

스퍼기어의 피팅 수명 예측 및 실험 (Experiments and Prediction of Pitting Life in Spur Gears)

  • 김종성;주진욱;이상돈;조용주
    • Tribology and Lubricants
    • /
    • 제25권6호
    • /
    • pp.399-403
    • /
    • 2009
  • The objective of this paper is to predict pitting initiation by using a contact analysis and subsurface stress. Contact stresses are obtained by contact analysis of a semi-infinite solid based on the use of influence functions. Subsurface stress field is obtained using rectangular patch solutions. It is used Mesoscopic multiaxial fatigue criterion to predict contact fatigue life. It is important to predict pitting initiation to enhance reliability of the mechanical elements. Pitting life prediction in the spur gears which are fundamental mechanical element is presented in this paper.

LED 칩 열화특성에 적합한 열화모델 기반의 수명예측 시스템 구현

  • 유기훈;이재훈;김달석;이무석;윤양기;한지훈;장중순
    • 한국신뢰성학회:학술대회논문집
    • /
    • 한국신뢰성학회 2011년도 춘계학술발표대회 논문집
    • /
    • pp.79-85
    • /
    • 2011
  • LED(Light Emitting Diode) is a powerful device used in applications as diverse as replacements for aviation lighting, automotive lighting as well as in traffic signals. This study is to propose a prediction system based on the degradation model of LED which is determined by combining scale and shape parameter. The degradation model is analysed goodness of fit test using calculated R-square, and is compared with previous models. A LED prediction system using degradation model is developed to automate estimations of degradation parameters and lifetimes.

  • PDF

$\mu$BGA 솔더접합부의 형상과 수명평가 (Optimal Shape of $\mu$BGA Solder Joints and Thermal Fatigue Life)

  • 신영의;황성진;김종민
    • 한국마이크로전자및패키징학회:학술대회논문집
    • /
    • 한국마이크로전자및패키징학회 2002년도 춘계 기술심포지움 논문집
    • /
    • pp.117-120
    • /
    • 2002
  • In this paper, several methods to predict the solder joint shape are studied. Although there are various methods to predict the solder joint shape, such as truncated sphere method, force-bal tranced analytical solution, and energy-based methods like surface evolver developed by Ken Brakke, we calculate solder joint shape of $\mu$BGA by two solder joint shape prediction methods(truncated sphere method and surface evolver) and then compare results of each method. The results in dicate that two methods can accurately predict the solder joint shape in an accurate range. After that, we calculate reliability solder joint shape under thermal cycle test by FEA program ANSYS. As a result, it could be found that optimal solder joint shape calculated by solder joint prediction method has best reliability in thermal cycle test.

  • PDF

Balanced Accuracy and Confidence Probability of Interval Estimates

  • Liu, Yi-Hsin;Stan Lipovetsky;Betty L. Hickman
    • International Journal of Reliability and Applications
    • /
    • 제3권1호
    • /
    • pp.37-50
    • /
    • 2002
  • Simultaneous estimation of accuracy and probability corresponding to a prediction interval is considered in this study. Traditional application of confidence interval forecasting consists in evaluation of interval limits for a given significance level. The wider is this interval, the higher is probability and the lower is the forecast precision. In this paper a measure of stochastic forecast accuracy is introduced, and a procedure for balanced estimation of both the predicting accuracy and confidence probability is elaborated. Solution can be obtained in an optimizing approach. Suggested method is applied to constructing confidence intervals for parameters estimated by normal and t distributions

  • PDF

견인전동기의 복합가속열화 상태진단에 의한 고장예측 및 신뢰성 평가 (Fault Prediction & Reliability Estimation of the Traction Motor by the Complex Accelerating Degradation and Condition Diagnosis)

  • 왕종배;김명룡
    • 한국전기전자재료학회:학술대회논문집
    • /
    • 한국전기전자재료학회 2000년도 하계학술대회 논문집
    • /
    • pp.763-766
    • /
    • 2000
  • In this paper, stator form-winding sample coils based on silicone resin and polyimide were made for fault prediction and reliability estimation on the 200 Class insulation system of traction motors. The complex accelerative degradation was performed by periods during 10 cycles, which was composed of thermal stress, fast rising surge voltage, vibration, water immersion and overvoltage applying. After aging of 10 cycles, condition diagnosis test such as insulation resistance & polarization index, capacitance & dielectric loss and partial discharge properties were investigated in the temperature range of 20∼160$^{\circ}C$. Relationship among condition diagnosis test was analyzed to find an dominative degradation factor and an insulation state at end-life point.

  • PDF

확률 통계적 기법을 이용한 발전설비 고장확률 예측 (Failure Probability Prediction based on probabilistic and stochastic methods in generating units)

  • 이성훈;이승혁;김진오;차승태;김태균
    • 대한전기학회:학술대회논문집
    • /
    • 대한전기학회 2004년도 추계학술대회 논문집 전력기술부문
    • /
    • pp.69-71
    • /
    • 2004
  • This paper presents a method to predict failure probability related to aging. To calculate failure probability, the Weibull distribution is used due to age-related reliability. The Weibull distribution has shape and scale parameters. Each estimated parameter is obtained from Data Analytic Method (Type II Censoring) which is relatively simpler and faster than the traditional calculation ways for estimating parameters. Also, this paper shows the calculation procedures of a probabilistic failure prediction through a stochastic data analysis. Consequently, the proposed methods would be likely to permit that the new deregulated environment forces utilities to reduce overall costs while maintaining an age-related reliability index.

  • PDF

동적 응답 특성을 활용한 미세구조의 물성 분포에 대한 예측 (The Expectation for Material Properties of Microstructure by Application of Dynamic Response Characteristics)

  • 이정익;여문수
    • 한국산학기술학회논문지
    • /
    • 제9권3호
    • /
    • pp.580-586
    • /
    • 2008
  • 본 연구는 재료 특성에 있어 미세구조의 연속성을 예측한 것이다. 예측은 미세구조에서 사용되는 제작 재료의 동적 응답 분포를 측정해서 만들어졌다. 분포되는 재료 특성들이 미세구조의 기계적 성능을 평가하는데 사용될 때, 미세구조에 대한 컴퓨터 시뮬레이션과 실험결과의 차이를 줄일 수 있고 신뢰성 설계가 이루어질 수 있다.

Maintenance-based prognostics of nuclear plant equipment for long-term operation

  • Welz, Zachary;Coble, Jamie;Upadhyaya, Belle;Hines, Wes
    • Nuclear Engineering and Technology
    • /
    • 제49권5호
    • /
    • pp.914-919
    • /
    • 2017
  • While industry understands the importance of keeping equipment operational and well maintained, the importance of tracking maintenance information in reliability models is often overlooked. Prognostic models can be used to predict the failure times of critical equipment, but more often than not, these models assume that all maintenance actions are the same or do not consider maintenance at all. This study investigates the influence of integrating maintenance information on prognostic model prediction accuracy. By incorporating maintenance information to develop maintenance-dependent prognostic models, prediction accuracy was improved by more than 40% compared with traditional maintenance-independent models. This study acts as a proof of concept, showing the importance of utilizing maintenance information in modern prognostics for industrial equipment.

유압 피스톤 펌프의 수명 예측 연구 (A Study on Life Prediction of Hydraulic Piston Pump)

  • 김경수;이지환;강명철;유범상
    • 한국군사과학기술학회지
    • /
    • 제21권5호
    • /
    • pp.607-613
    • /
    • 2018
  • Hydraulic systems are widely used in the field of defense, construction machinery, agricultural machinery, and general industries, due to various advantages such as quick response speed and precision control. The defense equipments such as light rescue vehicle is operated in very harsh environments, so hydraulic components used in defense equipment are required to have very high reliability. In particular, hydraulic piston pump is very important component in a hydraulic systems, so life prediction of pump is essential. Therefore, in this study, we analyze the potential failure and the main failure mode of the hydraulic piston pump for the light rescue vehicle through the FMEA analysis, and predict the life of the pump by the accelerated life test considering the usage conditions.

연약지반 장기 침하량 예측기법의 신뢰성 평가 (Reliability of Ultimate Settlement Prediction Methods)

  • 우철웅;장병욱;송창섭
    • 한국농공학회지
    • /
    • 제38권6호
    • /
    • pp.35-41
    • /
    • 1996
  • The theory of consolidation has been achieved remarkable development in terms of theory such as finite consolidation theory, two dimensional Rendulic consolidation theory. Though those theories are well defined, the analysis is by no means straightforward, because associated properties are very difficult to determine in the laboratory, Therefore Terzaghi's one dimensional consolidation theory and Barron's cylindrical consolidation theory are still widely used in engineering practice. The theoretical shortcomings of those consolidation theories and uncertainties of associated properties make inevitably some discrepancy between theoretical and field settlements. Field settlement measurement by settlement plate is, therefore, widely used to overcome the discrepancy. Ultimate settlement is one of the most important factor of embankment construction on soft soils. Nowadays the ultimate settlement prediction methods using field settlement data are widely accepted as a helpful tool for field settlement analysis of embankment construction on soft soils. Among the various methods of ultimate settlement prediction, hyperbolic method and Asaoka's method are most commonly used because of their simplicity and ability to give a reasonable estimate of consolidation settlement. In this paper, the reliability of hyperbolic method and Asaoka's method has been examined using analytical methods. It is shown that both hyperbolic method and Asaoka's method are significantly affected by the direction of drainage.

  • PDF