• Title/Summary/Keyword: 수명예측모델

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Study on the low power consumption of active RFID tag system (저전력 능동형 RFID 태그 시스템에 대한 연구)

  • Kim, Ji-Tae;Lee, Kang-Won
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.19 no.6
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    • pp.1419-1435
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    • 2015
  • In this study an active RFID system of low power consumption is proposed, for which we improved the tag collection algorithm of ISO/IEC 18000-7 standard and significantly reduced the tag collection time. We classified the type of power consumption according to the operating mode of active RFID and proposed the method which can accurately estimate battery life time. By calculating the power consumptions of proposed and current methods, we can compare the battery life times of both methods. Through this analysis we can demonstrate the superiority of the proposed method in battery life time.

A Study on the Application of Pre-Indentation Technique for Fastener Hole Model (FASTENER HOLE 모델의 대한 예비압입 적용 연구)

  • Hwang,Jeong-Seon;Jo,Hwan-Gi
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.31 no.9
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    • pp.26-31
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    • 2003
  • Aging aircraft accumulates widespread fatigue damage commonly referred to as multiple site damage(MSO). For ductile material such as 2024-T3 aluminum, MSO may lower the service life below that which is predicted by conventional fracture mechanics. The present paper is concerned with the fatigue life extension by pre-indentation technique for thin 2024-T3 aluminum plate to decelerate the crack propagation rate in the panels with MSO. The panel with fastener holes can be simply modelled by Hole/Slot type Middle-Tension specimen. Results of fatigue testing show significantly improving failure cycles from 10 to 40 times. This retardation effect is decreased by increasing the loading level in the constant amplitude loading. In the sense of retardation mechanism, the crack propagation rate is gradually attenuated by entering the indentation mark and maintains at the lowest value for a long period after the edge of crack passes the center of indentation area.

Analysis of fatigue crack growth behavior in composite-repaired aluminum place (복합재 패치 보강 평판의 균열선단 진전거동 해석)

  • 이우용;이정주
    • Composites Research
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    • v.17 no.4
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    • pp.68-73
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    • 2004
  • An analytical study was conducted to characterize the fatigue crack growth behavior of pre-cracked aluminum plates repaired with asymmetric bonded composite patch. For single-sided repairs, due to the asymmetry and the presence of out-of$.$plane bending, crack front shape would become skewed curvilinear started from a uniform through-crack profile, as observed from Previous studies. Therefore, for the accurate investigation of fatigue behavior, it is necessary to predict the actual crack front evolution and take it into consideration in the analysis. In this study, the fatigue analysis of single-sided repairs considering crack front shape development was conducted by implementing three-dimensional successive finite element method coupled with linear elastic fracture mechanics (LEFM) concept, which enables the growing crack front to be directly traced and modeled in a step by step way. Through conducting present analysis technique, crack path of the patched plate as well as the fatigue life was evaluated with sufficient accuracy. The analytical predictions of both the crack front shape evolution and the fatigue life were in good agreement with the experimental observations.

Crack Width Prediction in Concrete Bridges Considering Bond Resistances affected by Corrosion (부식에 의한 부착저항감소를 고려한 콘크리트 교량의 균열폭 예측)

  • Cho, Tae-Jun;Cho, Hyo-Nam;Park, Mi-Yun
    • Journal of the Korea Concrete Institute
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    • v.18 no.4 s.94
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    • pp.543-552
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    • 2006
  • The current design for crack width control in concrete bridges is incomplete in analytical models. As one of the important serviceability limit states, the crack width be considered with the quantitative prediction of the initiation and propagation of corrosion and corrosion-induced cracking. A serviceability limit state of cracking can be affected by the combined effects of bond, slip, cracking, and corrosion of the reinforcing elements. Considering life span of concrete bridges, an improved prediction of crack width affected by time-dependent general corrosion has been proposed for the crack control design. The developed corrosion models and crack width prediction equation can be used for the design and the maintenance of prestressed and non-prestressed reinforcements by varying time, w/c, cover depth, and geometries of the sections. It can also be used as the rational criteria for the maintenance of existing concrete bridges and the prediction of remaining life of concrete structures.

A Study for Determining Optimal Economic Life of the Domestic Financial Information Systems Based on Data (데이터를 기반으로 한 국내 금융권 정보시스템의 최적 경제수명주기 모델에 대한 연구)

  • Park, Sungsik;Hahm, Yukun;Lee, Seojun
    • Informatization Policy
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    • v.19 no.2
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    • pp.85-105
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    • 2012
  • So far, the importance of informatization, as well as investment into it, has been growing steadily. Due to the uncertainties and risks in adopting information technologies, systematic decision-making is definitely needed in investing in a large scale information system. Based on the existing theories about the economic life span of information systems and in consideration of the actual cost involved in the adoption and operation of the systems by the financial institutions in Korea, this study presents the optimal economic life span for all types of information systems in terms of the economic cost and generalizes the optimal life span. The ultimate purpose of this study is to develop a model that could be used in anticipating the timing of economic replacement of the information system of the same type and making decisions on IT investment.

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Study of Aging and Performance About Separation Devices Has Been Stored (장기 보관된 분리장치의 성능 및 노화에 관한 연구)

  • Kim, Dong-seong;Jin, Hong-Sik
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.49 no.7
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    • pp.565-572
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    • 2021
  • In this study, a study on the performance and aging of explosive bolts stored for a long time among pyrotechnic mechanical devices(PMD) used as separation devices in the defense field is conducted. For this, explosive bolts that had been installed in the weapon system for about 10 years are secured. Performance and life extension test procedures are established based on the AIAA Standard and MIL-STD. Before performance evaluation, non-functional tests are performed to check whether external changes or failures occurred. Next, circuit inspection and X-ray tests are conducted to check the failure in internal circuits and structures. After that, performance test is carried out to confirm the operation of the samples that passed the non-functional test. Through this test, separation of bolt and separation time are measured, and some samples are tested after a high temperature storage test to confirm the remaining life and the possibility of extension. Finally, the remaining life and reliability are predicted based on the results of the test and the Arrhenius model to identify remaining shelf life and reliability depend on time.

Evaluation of Service life for a Filament Wound Composite Pressure Vessel (필라멘트 와인딩 복합재 압력용기의 구조 수명 평가)

  • Hwang, Tae-Kyung;Park, Jae-Byum;Kim, Hyoung-Geun;Doh, Young-Dae
    • Composites Research
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    • v.21 no.6
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    • pp.23-30
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    • 2008
  • In this paper, the effect of the natural aging on the strength distribution and structural service life of a Filament Wound (FW) composite pressure vessel was studied. The fiber failure strain, which is varied significantly, was considered as the design random variable and the strength analysis was carried out by probabilistic numerical approach. The progressive failure analysis technique and the First Order Reliability Method (FORM) were embedded in this numerical model. As the calculation results, the probability of failure was obtained for each aging time steps and it is found that the strength degradation in FW composite pressure vessel, due to the natural aging, appears within 10 year-aging-time. As an example of the life prediction under natural aging using arbitrary laminated model, the service lifetime of 13 years was predicted based on the probability of failure of 2.5% and the design pressure of 3,250 psi.

A Study on the Assessment of Residual Life Span for Old Type Signalling Equipment (노후신호장치 잔존수명 평가에 관한 연구)

  • Shin, Ducko-Shin;Lee, Jae-Ho;Shin, Kyung-Ho;Kim, Yong-Kyu;Kang, Min-Soo
    • Journal of the Korean Society for Railway
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    • v.12 no.4
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    • pp.535-541
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    • 2009
  • The reliability of control system composed of electronic parts has been studied by DoD since 1960, and has been undertaken mainly by Europe for railways. Especially in Korea, a study on reliability of signalling equipment has been taken since 2000, requiring reliability test for effective maintenance of old type signalling equipment which no longer has information on its past reliability. This study evaluates the reliability test in units of parts for old type signalling equipment; for instance, failure rate in units of parts, or failure data during operation; which was utilized without its consistent reliability monitoring and analysis data for over 20 years. Also, reliability change at this point in time has been estimated by using residual life span function, and a model which can evaluate the possibility of extended operation through stress acceleration test has been developed. This model will be utilized to establish future maintenance policy for train operating company's operation on old type signalling equipment.

A Study on the Design of Prediction Model for Safety Evaluation of Partial Discharge (부분 방전의 안전도 평가를 위한 예측 모델 설계)

  • Lee, Su-Il;Ko, Dae-Sik
    • Journal of Platform Technology
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    • v.8 no.3
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    • pp.10-21
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    • 2020
  • Partial discharge occurs a lot in high-voltage power equipment such as switchgear, transformers, and switch gears. Partial discharge shortens the life of the insulator and causes insulation breakdown, resulting in large-scale damage such as a power outage. There are several types of partial discharge that occur inside the product and the surface. In this paper, we design a predictive model that can predict the pattern and probability of occurrence of partial discharge. In order to analyze the designed model, learning data for each type of partial discharge was collected through the UHF sensor by using a simulator that generates partial discharge. The predictive model designed in this paper was designed based on CNN during deep learning, and the model was verified through learning. To learn about the designed model, 5000 training data were created, and the form of training data was used as input data for the model by pre-processing the 3D raw data input from the UHF sensor as 2D data. As a result of the experiment, it was found that the accuracy of the model designed through learning has an accuracy of 0.9972. It was found that the accuracy of the proposed model was higher in the case of learning by making the data into a two-dimensional image and learning it in the form of a grayscale image.

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Prediction of 2-Dimensional Temperature Distribution in Power Transformer Using F.E.M. (유한요소법을 이용한 전력용 변압기의 2차원 온도분포 예측)

  • Lee, Jeong-Geun;Kim, Joong-Kyoung;Joo, Soo-Won;Hahn, Sung-Chin
    • Proceedings of the KIEE Conference
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    • 2006.07b
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    • pp.751-752
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    • 2006
  • 최근 전력용 변압기의 고효율, 소형화 추세에 따라 권선의 단위면적당 열발생률이 증가하고 있으며 이는 변압기의 수명과 단락사고에 직결되는 중요한 문제로 대두되고 있다. 본 논문에서는 단순화한 2차원 전력용 변압기 모델의 계산 시간을 줄이기 위해 복합격자(Hybrid mesh) 생성기법을 적용하여 모델링하고 유한요소법을 이용한 자계해석으로 권선과 철심의 Joule's loss를 계산하였다. 계산된 열원으로 전력용 변압기의 최고점의 온도와 열적 특성을 파악하고자 CFD algorithm을 이용하여 변압기 내부의 온도분포를 예측하였다.

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