• Title/Summary/Keyword: r-reliability

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Using R Software for Reliability Data Analysis

  • Shaffer, Leslie B.;Young, Timothy M.;Guess, Frank M.;Bensmail, Halima;Leon, Ramon V.
    • International Journal of Reliability and Applications
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    • v.9 no.1
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    • pp.53-70
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    • 2008
  • In this paper, we discuss the plethora of uses for the software package R, and focus specifically on its helpful applications in reliability data analyses. Examples are presented; including the R coding protocol, R code, and plots for various statistical as well as reliability analyses. We explore Kaplan-Meier estimates and maximum likelihood estimation for distributions including the Weibull. Finally, we discuss future applications of R, and usages of quantile regression in reliability.

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The Case Study on Application of Software Reliability Analysis Model by Utilizing Failure History Data of Weapon System (무기체계의 고장 이력 데이터를 활용한 소프트웨어 신뢰도 분석 모델 적용 사례 연구)

  • Cho, Ilhoon;Hwang, Seongguk;Lee, Ikdo;Park, Yeonkyeong;Lee, Junghoon;Shin, Changhoon
    • Journal of Applied Reliability
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    • v.17 no.4
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    • pp.296-304
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    • 2017
  • Purpose: Recent weapon systems in defense have increased the complexity and importance of software when developing multifunctional equipment. In this study, we analyze the accuracy of the proposed software reliability model when applied to weapon systems. Methods: Determine the similarity between software reliability analysis results (prediction/estimation) utilizing data from developing weapon systems and system failures data during operation of weapon systems. Results: In case of a software reliability prediction model, the predicted failure rate was higher than the actual failure rate, and the estimation model was consistent with actual failure history data. Conclusion: The software prediction model needs to adjust the variables that are appropriate for the domestic weapon system environment. As the reliability of software is increasingly important in the defense industry, continuous efforts are needed to ensure accurate reliability analysis in the development of weapon systems.

A Study on the Improvement of Reliability Prediction Model for Guided Missile (유도탄의 신뢰도 예측 모델 개선에 관한 연구)

  • Seo, Yang Woo;Yoon, Jung Hwan;Kim, Hee Wook;Kim, Jung Tae
    • Journal of the Korean Society of Systems Engineering
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    • v.16 no.1
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    • pp.9-17
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    • 2020
  • Currently, Storage Reliability is analyzed when predicting the reliability of guided missile. However, Mission Reliability and Logistics Reliability should be analyzed according to the definition of reliability in MIL-STD-785B. Therefore, it is necessary to accurately predict the reliability of guided missile based on the definition of reliability. In this paper, we proposed improved the reliability procedure and model for guided missile based on which the definition of reliability considering the mission profile. The proposed model can calculate the final failure rate by applying the ratio of the dormant and storage according to the mission profile. The proposed model has been confirmed to be more accurate than the existing model compared to the actual failure rate value. The results of this study can be useful for applying the reliability prediction to any guided missile.

A Method of Reliability Growth Management Test Design for Continuous System (연속형 시스템의 신뢰성 성장 관리 시험 설계 방안)

  • Seo, Yang Woo;Yoon, Jung Hwan;Lee, Seung Sang;Um, Chun Sup
    • Journal of the Korean Society of Systems Engineering
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    • v.16 no.2
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    • pp.87-96
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    • 2020
  • In this paper we proposed the test design method of reliability growth management. First, we presented the process for establishing the reliability growth management test design considering the number of failures and the termination test time. Reliability growth analysis of continuous system was performed in accordance with the test design process presented. In case the reliability test result is not met with the reliability target value after more than three failures occurred, the required test times were analyzed that 1,725 hrs for one corrective action, 1,950 hrs for two corrective actions. If the number of failures is less than three, design a reliability demonstration test according to confidence level 80% and 90% was performed using RGA 11 Software. As a result, it is possible to establish the reliability growth management test design with sufficient use of available resources. The results of this study can be used when establishing a test design for assessment of reliability growth management of all continuous systems.

Reliability Assessment Criteria of Power Amplifier for Mobile Phone (휴대폰용 전력증폭기의 신뢰성 평가기준)

  • Lee, Woo-Sung;Hwang, Soon-Mi;Lee, Kwan-Hun;Song, Byeong-Suk;Jeong, Hai-Sung;Oh, Geun-Tae
    • Journal of Applied Reliability
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    • v.9 no.3
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    • pp.233-248
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    • 2009
  • PAM(Power Amplifier Module) is the important part of a mobile phone transmitter. It amplifies the strength of signal transmitting from a mobile phone to base stations enough to resist noise or interference. In this paper reliability assessment criteria for the PAM are established in terms of quality certification test and lifetime test. The former quality certification test comprises general performance test and environmental test. Items which pass the test undergo lifetime test which guarantees the extent of mean lifetime with certain confidence.

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Thermally Stimulated Depolarization Current Test for Reliability of X5R MLCC (TSDC 방법을 이용한 X5R MLCC의 신뢰성 평가)

  • Park, Ji-Young;Park, Jae-Sung;Kim, Young-Tae;Hur, Kang-Heon
    • Journal of the Korean Ceramic Society
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    • v.46 no.2
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    • pp.155-160
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    • 2009
  • The reliability could be one of the essential properties for multilayer ceramic capacitor (MLCC) using in various electronic devices and the concentration and mobility of oxygen vacancy would play important role in the reliability. To investigate the migration behavior of oxygen vacancies, thermally stimulated depolarization current (TSDC) is adopted. In dielectric material of X5R MLCC, the TSD-Current peak observed around 150$^{\circ}C$ and 200$^{\circ}C$ which represented the migration of oxygen vacancy. Substituting Yttrium for Dysprosium in X5R MLCC showed higher migration activation energy and lower TSD current density.

A Note on Improving Reliability in the Development of Weapon Systems (무기체계 개발단계에서 신뢰도 향상방안)

  • Choi, Chung-Hyun;Park, Sang-Eun
    • Journal of Applied Reliability
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    • v.15 no.1
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    • pp.1-5
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    • 2015
  • This note suggests three approaches to improve reliability in developing weapon systems. The high complexity of the weapon systems make it hard to analyze and predict of those reliability. Current situations of the reliability have been reviewed in terms of logistics support analysis (LSA), warranty policy, maintenance and development. Three suggestions are notified to improve the reliability considering the complexity of the weapon systems.

Reliability Prediction Based on Field Failure Data of Guided Missile (필드데이터 기반의 유도탄 신뢰도 예측)

  • Seo, Yangwoo;Lee, Kyeshin;Lee, Younho;Kim, Jeyong
    • Journal of Applied Reliability
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    • v.18 no.3
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    • pp.250-259
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    • 2018
  • Purpose: Previously, missile reliability prediction is based on theoretical failure prediction model. It has shown that the predicted reliability is inadequate to real field data. Although an MTTF based reliability prediction method using real field data has recently been studied to overcome this issue. In this paper, we present a more realistic method, considering MTBF concept, to predict missile reliability. Methods: In this paper we proposed a modified survival model. This model is considering MTBF as its core concept, and failed missiles in the model are to be repaired and redeployed. We compared the modified model (MTBF) and the previous model (MTTF) in terms of fitness against the real failure data. Results: The reliability prediction result of MTBF based model is closer to fields failure data set than that of MTTF based model. Conclusion: The proposed MTBF concept is more fitted to real failure data of missile than MTTF concept. The methodology of this study can be applied to analyze field failure data of other similar missiles.

Various Techniques for Improving of the Reliability of the Wireless Network Design/Optimization Simulation Tool (무선망 설계/최적화 시뮬레이션 툴 의 다양한 신뢰도 향상 기법)

  • Jeon Hyun-Cheol;Ryu Jae-Hyun;Park Sang-Jin;Park Joo-Yeoul;Kim Jung-Chul
    • 한국정보통신설비학회:학술대회논문집
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    • 2006.08a
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    • pp.39-42
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    • 2006
  • There are various analysis functions(including prediction of path loss, analyzing of capacity and coverage, etc.) of simulation tool to design and optimize the mobile communication network. Its reliability absolutely effects the performance of mobile communication network. Especially as the wireless network highly advancing focused on data service, it more needs to research and develop on the standard establishment of reliability of the simulation tool. Also it is important the systematic research how to improve the reliability of simulation tool. In this paper, to give the concrete process and skill about how to improve reliability, we define the kinds of reliability at first. And then we explain the comparison results between real field measurement data and theoretic simulation data.

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