• Title/Summary/Keyword: test design process

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Design of bivariate step-stress partially accelerated degradation test plan using copula and gamma process

  • Srivastava, P.W.;Manisha, Manisha;Agarwal, M.L.
    • International Journal of Reliability and Applications
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    • v.17 no.1
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    • pp.21-49
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    • 2016
  • Many mechanical, electrical and electronic products have more than one performance characteristics (PCs). For example the performance degradation of rubidium discharge lamps can be characterized by the rubidium consumption or the decreasing intensity the lamp. The product may degrade due to all the PCs which may be independent or dependent. This paper deals with the design of optimal bivariate step-stress partially accelerated degradation test (PADT) with degradation paths modelled by gamma process. The dependency between PCs has been modelled through Frank copula function. In partial step-stress loading, the unit is tested at usual stress for some time, and then the stress is accelerated. This helps in preventing over-stressing of the test specimens. Failure occurs when the performance characteristic crosses the critical value the first time. Under the constraint of total experimental cost, the optimal test duration and the optimal number of inspections at each intermediate stress level are obtained using variance optimality criterion.

Case of Integrated tolerance design process by Engineering tolerance design and 6 Sigma Tolerance Design - Spindle Motor For Optical Disc Drive - (공학공차설계와 6시그마 공차설계를 통합한 공차설계 적용 사례 - 광학 디스크 드라이브 스핀들 모터 -)

  • Kim, Yongtae;Ree, Sangbok
    • Journal of Korean Society for Quality Management
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    • v.42 no.4
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    • pp.563-578
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    • 2014
  • Purpose: The purpose of this paper is integrated tolerance design process by advantages of engineering design and 6 sigma statistical tolerances design. Methods: Integrated tolerance design process can determine the goals by using engineer's experience and clarify tolerance by 6 Sigma statistical methods. Integrated design process can be applied by using non-linear simulations. Results: We applied integrated design process to the optical disc drive spindle motor and get good result. Conclusion: If this method is applied test method in the early stages of development, then Design can be reduced development time and cost.

A Study on the Efficacy and Equivalence of D-antigen Quantitative Analysis through QbD6sigma Process (QbD6시그마 프로세스를 통한 D-항원 정량 시험법의 유효성과 동등성에 관한 연구)

  • Kim, Kang Hee;Hyun-jung, Kim
    • Journal of Korean Society for Quality Management
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    • v.50 no.4
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    • pp.831-842
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    • 2022
  • Purpose: This study carried out the Quality by Design (QbD)6σ process to verify the effectiveness and equivalence of the finished D-antigen quantitative test method, and compared the OFAT-based method validation and test result acceptance criteria with the Analytical Quality by Design (AQbD)-based method validation and test method. This is a study on how to reduce the risk of delay in permit change by increasing the reliability of permit data in the existing method by statistically analyzing the results. Methods: With the QbD6σ process, the effectiveness and equivalence of the D-antigen quantitative test method were verified with the data of the existing test method and the new test method. Results: Method validation tests are performed based on AQbD. Critical Method Parameters are identified through risk assessment, and single/combined actions are verified by designing and performing tests for Critical Method Parameters (analysis of variance, full factorial design method). Method validation can be effectively accomplished with the QbD6σ process. Conclusion: The use of QbD6σ can be used to achieve satisfactory results for both pharmaceutical companies and regulators by using appropriate statistical analytical methods for method validation as required by regulatory agencies.

Development of Bevel Gear by Powder Forging Process (분말단조에 의한 베벨기어의 성형 기술 연구)

  • 이정만
    • Journal of Powder Materials
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    • v.4 no.4
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    • pp.258-267
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    • 1997
  • The powder forging process is an attractive manufacturing route for bevel gears. It offers beneficial material utilization and the minimization of finishing operations over that of conventional hot forging. The paper describes the process conditions for the powder forging of bevel gear, for example, powder alloy design, preform design, deformation of sintered preform, forging processes. The characteristics of prototype gear are investigated with microstructure, the density distribution, surface roughness of tooth, bending strength test of tooth, etc. The results of the bending strength test may prove the mechanical properties of powder forged gear.

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Model-Based Architecture Design of the Range Safety Process for Live Fire Test with Enhanced Safety (실사격 시험 프로세스의 안전성 강화를 위한 MBSE 기반 아키텍처 연구)

  • Ye, Sung Hyuck;Lee, Jae-Chon
    • Journal of the Korea Safety Management & Science
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    • v.16 no.2
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    • pp.43-52
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    • 2014
  • In weapon systems development, live fire tests have been frequently adopted to evaluate the performance of the systems under development. Therefore, it is necessary to ensure safety in the test ranges where the live fire tests can cause serious hazards. During the tests, a special care must be taken to protect the test and evaluation (T&E) personnel and also test assets from potential danger and hazards. Thus, the development and management of the range safety process is quite important in the tests of guided missiles and artillery considering the explosive power of the destruction. Note also that with a newly evolving era of weapon systems such as laser, EMP and non-lethal weapons, the test procedure for such systems is very complex. Therefore, keeping the safety level in the test ranges is getting more difficult due to the increased unpredictability for unknown hazards. The objective of this paper is to study on how to enhance the safety in the test ranges. To do so, an approach is proposed based on model-based systems engineering (MBSE). Specifically, a functional architecture is derived utilizing the MBSE method for the design of the range safety process under the condition that the derived architecture must satisfy both the complex test situation and the safety requirements. The architecture developed in the paper has also been investigated by simulation using a computer-aided systems engineering tool. The systematic application of this study in weapon live tests is expected to reduce unexpected hazards and test design time. Our approach is intended to be a trial to get closer to the recent theme in T&E community, "Testing at the speed of stakeholder's need and rapid requirement for rapid acquisition."

System identification method for the auto-tuning of power plant control system with time delay (시간지연을 가진 발전소 제어시스템의 자동동조를 위한 System identification 방법)

  • 윤명현;신창훈;박익수
    • 제어로봇시스템학회:학술대회논문집
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    • 1996.10b
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    • pp.1008-1011
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    • 1996
  • Most control systems of power plants are using classical PID controllers for their process control. In order to get the desired control performances, the correct tuning of PID controllers is very important. Sometimes, it is necessary to retune PID controllers after the change of system operating condition and system design change, etc. Commercial auto-tuning controllers such as relay feedback controller can be used for this purpose. However, using these controllers to the safety-critical systems of nuclear power plants may be cause of unsafe operation, because they are using test signals for tuning. A new system identification auto-tuning method without using test signal has been developed in this paper. This method uses process input/output signals for system identification of unknown control process. From the model information of control process which was obtained from system identification approach, the optimal PID parameters can be calculated. The method can be used in the safety-critical systems because it is not using test signals during system modeling process.

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Study on Accelerated Life Test Design for a Gear Type Lubrication Pump for Automatic Transmission (자동변속기 윤활용 기어펌프의 가속 수명시험 설계에 관한 연구)

  • Park, Jong-Won;Jung, Dong-Soo
    • Journal of Applied Reliability
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    • v.12 no.3
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    • pp.201-213
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    • 2012
  • A gear type lubrication pump is an essential component of the powertrain and has a major role for supplying oil to the gears and bearings in automatic transmission with a hydraulic clutch. Therefore, the durability test code design of lubrication pump is very important to ensure the reliability of the entire transmission and the vehicle. In this study, the design process for the life testing of lubrication pump has been generalized by four steps. The four design steps of the life testing of lubrication pump consist of the configuration of load spectrum, rain flow counting and analysis of load level, the equivalent damage assessment and test code generation. In fact, the load spectrum should be obtained from the field operating condition but that kind of data is the top secret of manufacturers. This is not open to the public in general. So we could use the artificially simulated load spectrum instead of field obtained one and focused on the development of the general process for designing the life test of a gear type lubrication pump. Reliability goals for lubrication pump, pressure, torque, temperature and load spectrum, if present, as appropriate for the given test conditions, accelerated life testing for the lubrication pump can be designed by the developed design steps.

Design Procedure and Case Study for the Test Maturity Model of an Embedded Software(Emb-TMM) (임베디드 소프트웨어 테스트 성숙도 모델(Emb-TMM) 설계절차 및 사례연구)

  • Beak, Sang-Hoon;Yoon, Hee-Byung
    • Journal of the military operations research society of Korea
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    • v.33 no.2
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    • pp.49-60
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    • 2007
  • Recently, the application area of an embedded software become larger and larger rapidly due to the development of the wire and wireless communication, the expansion of the digital information device and the convergence of the digital devices and emphasize the effort of the development of more complete software. As a consequence, the importance of the software test process was raised to discover the defects of the software early and improve the quality of an embedded software. However there was no test process model for applying the embedded software which is required the highly precision and the real-time process. In this paper, therefore, we propose the design procedure and case study for the test maturity model of an embedded software(Emb-TMM) which reflects the characteristics of the embedded software and test process. for this, we suggest the three category of the proposed procedure which consists of the selection of the reference model and the derivation of the area, the categorization of the area level, and design model. Then we suggest the case study how the proposed procedure can be applied to the development of an embedded software actually.

A Study on Design Process and Production in the Knitwear Industry (니트제품 생산업체 디자인ㆍ기획 및 생산 현황에 관한 연구)

  • 이윤미;박재옥;이연희
    • The Research Journal of the Costume Culture
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    • v.12 no.2
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    • pp.300-311
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    • 2004
  • The purpose of this study is to investigate design process and production in the Korean knitwear industry and to examine the possibility for our knitwear industry to develop into the developed countries' model. This purpose was empirically pursued through questionnaires, of which respondents were 110 designers, merchandiser(MD), and top managers of knitwear companies and jobbers in Seoul. The questionnaires were analyzed on the basis of such statistical tools as χ²-test, t-test, and one-way ANOVA. Findings of this study were as follows. Designers of knitwear companies evaluated that their design is more creative than that of designers of jobbers. But designers of knitwear companies and jobbers all responded that they obtained their design ideas from samples produced by leading foreign knitwear companies. The dominant form by which knitwear companies use jobbers was that knitwear companies do a major part of designing and order jobbers to elaborate it and produce knitwear samples. The most important reason of hiring jobbers was to obtain specialized technical skills and knowledge.

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Optimal Design of Accelerated Degradation Tests under the Constraint of Total Experimental Cost in the Case that the Degradation Characteristic Follows a Wiener Process (열화가 Wiener process를 따르는 경우의 비용을 고려한 가속열화시험 계획)

  • Lim, Heon-Sang
    • Journal of Korean Society for Quality Management
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    • v.40 no.2
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    • pp.117-125
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    • 2012
  • For the highly reliable products, an accelerated degradation test (ADT) is a useful tool which has been employed in industry to obtain reliability-related information within an affordable amount of time and cost. In an ADT, as all other reliability tests, it is important to carefully design the ADT beforehand to obtain estimates of the quantities of interest as precisely as possible. In this paper, optimal ADTs are developed assuming that the constant-stress loading method is employed and the degradation characteristic follows a Wiener process. Under the constraint that the total cost does not exceed a pre-specified budget, the stress levels, the number of test units allocated to each stress level and the number of measurement (termination time) are determined such that the asymptotic variance of the maximum likelihood estimator of the q-th quantile of the lifetime distribution at the use condition is minimized.