• Title/Summary/Keyword: Miner Rule

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Design of Personalized System using an Association Rule (연관규칙을 이용한 개인화 시스템 설계)

  • Yun, Jong-Chan;Youn, Sung-Dae
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.11 no.6
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    • pp.1089-1098
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    • 2007
  • Currently, user require is diverse on the Web. Furthermore, each web user is wishing to retrieve data or goods that hey want to look for more conveniently and more quickly. Because different search criteria and dispositions of web users, they lead to unnecessary repeated operations in order to use implemented by web designer. In this paper, we suggest the system that analyzes user patterns on the Web using the technique of log file analysis and transfers more effectively the information of web sites to users. And we analyze the log file for customer data in the system the proposed method are implemented by means of EC-Miner that is one of the tool of datamining, and aims to offer appropriate Layout corresponding with personalization by giving weight to each transport path.

Damage Analysis of Turbopump Turbine considering Creep-Fatigue effects (크리프-피로 영향을 고려한 터보펌프 터빈의 손상해석)

  • Lee, Mu-Hyoung;Jang, Byung-Wook;Kim, Jin-Han;Jeong, Eun-Hwan;Jeon, Seong-Min;Lee, Soo-Yong;Park, Jung-Sun
    • Journal of the Korean Society for Aviation and Aeronautics
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    • v.18 no.1
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    • pp.1-10
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    • 2010
  • Structures under high temperature may have creep behavior and fatigue behavior. Durability study of the structures need the damage analysis with the creep-fatigue effects. In this paper, the damage analysis is studied for a turbine blade in the turbopump for a liquid rocket engine which is operated under high temperature condition. First of all, the load cycle is required for defining the operational characteristics of turbopump. The thermal stress analysis is done for a turbine blade of the turbopump. The stress analysis results are used to judge damage due to the creep and the fatigue. The strain-life method with miner rule is used for fatigue damage analysis. The Larson-Miller parameter master curve and robinson rule are used for the creep damage analysis. The linear damage summation method is used to consider creep-fatigue effects of turbopump turbine. Finally, the analysis results for fatigue and the influence are compared to figure out the damage phenomenon of the turbopump turbine.

Developing the administrative model using the data mining technique for injury in National Health Insurance (데이터마이닝 기법을 활용한 국민건강보험 상해상병 관리모형 개발)

  • Park, Il-Su;Han, Jun-Tae;Sohn, Hae-Sook;Kang, Suk-Bok
    • Journal of the Korean Data and Information Science Society
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    • v.22 no.3
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    • pp.467-476
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    • 2011
  • We developed the hybrid model coupled with predictive model and business rule model for administration of injury by utilizing medical data of the National Health Insurance in Korea. We performed decision tree analysis using data mining methodology and used SAS Enterprise Miner 4.1. We also investigated under several business rule for benefits (expense paid by insurer) and claims of injury in National Health Insurance Corporation. We can see that the proposed hybrid model provides a quite efficient plausible results.

A Study on the Evaluation Technique of Quantified Damage for Powertrain System on Traveled Courses (주행노면에 따른 동력장치의 상대 피로 손상도 평가 기법에 관한 연구)

  • Lee, Sang-Ho;Lee, Jeong-Hwan;Kang, Do-Kyung;Goo, Sang-Hwa
    • Journal of the Korean Society for Precision Engineering
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    • v.24 no.12
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    • pp.74-81
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    • 2007
  • This paper focuses on improvement of the reliability for endurance test to serve military automobiles. The driving loads have been measured by use of the wireless telemetry system for the drive shaft of the 4-wheel drive car. In order to analyze the transmission input torque and engine revolution of loads of the test courses and unpaved road have been made use of the revolution counting and cumulative damage by miner's rule. This paper presents the evaluated result for quantified damage about the test courses and roads.

A Study on Reliability Estimation for Fatigue Life of the Spider from a Drum Washing Machine (드럼 세탁기 Spider의 피로수명 신뢰성 평가에 대한 연구)

  • 이성민;조상봉;조성진;김영수;강동우;정연수;정보선
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2004.10a
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    • pp.46-49
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    • 2004
  • The spider of a drum washing machine receives the repeated fatigue loadings during laundering. Although the spider is designed statically safely, it often happens fatigue failure. Therefore it requires the safe design for fatigue and needs the prediction of quantitative fatigue life. The S-N diagram for a spider material is developed by fatigue test and statistical analysis. The stresses are measured directly from strain gages on the spider. To predict the fatigue life of spider, the rainflow counting method and Miner's rule are used. The data for fatigue life are analyzed statistically. From these data, reliability estimation for fatigue life can be done and also, equivalent fatigue life can be obtained. It will be applied to make and improve to a short period for design and prototype test.

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Severeness of Transmission Loads of Agricultural Tractor for Rotary Operations in Poorly Drained Paddy Field (습답 로터리 작업에 대한 농용 트랙터의 변속기 부하 가혹도에 관한 연구)

  • 한경훈;김경욱;오영근
    • Journal of Biosystems Engineering
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    • v.24 no.4
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    • pp.293-300
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    • 1999
  • The objectives of this study were to analyze the load acting on the transmission when tractor performed rotary operations in the poorly drained paddy fields and to compare its severeness with those obtained under different operational conditions. The loads were measured at the input shaft of the transmission and the load spectrum was constructed using the rain-flow cycle counting method. The severeness of the loads was represented by the partial damage sum which was determined by suing the modified Miner's rule. In the field with a shallow hardpan PTO speed affected severeness of the rotary operations greater than the forward speed did. In the field with deep hardpan, on the other hand, the effect of the forward speed was greater. the severeness in the well drained fields did not differ significantly from that in the field with a shallow hardpan. The severest load was recorded in the field with a deep hardpan.

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Application of Accelerated Vibration Testing to Spot-welding Specimen (점용접 표준시편에 대한 가속내구시험법의 적용)

  • 김관주;조성신;정진성
    • Transactions of the Korean Society of Automotive Engineers
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    • v.11 no.3
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    • pp.209-213
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    • 2003
  • It is advantage of accelerated vibration testing to compress service exposures to operating vibration into a reduced laboratory test by increasing the amplitude or frequency of the applied input excitations. This paper proposes an accelerated test method to estimate the high-cycle fatigue life under random excitation. The method consists of conducting a test with amplified input excitation and extrapolating linearly the lift in the accelerated condition into the real lift in field condition. The extrapolation is carried out applying the high-cycle irregular excitation fatigue theory including the rainflow counting, Miner’s damage accumulation rule, and Goodman’s mean stress correction. As a verification, those estimated lift is compared with that acquired by experiment f3r the simple case of spot welding specimen with good agreement. This testing procedure will provide an useful scheme that can reduce testing period associated with developing time schedule of new product.

Probabilistic Estimation of the Structural Integrity of an Electric Car Bogie Frame (전동차 대차 프레임의 확률론적 구조 건전성 평가)

  • Goo, Byeong-Choon;Seo, Jung-Won;Kim, Nam-Po;Kim, Won-Gyung
    • Proceedings of the KSME Conference
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    • 2001.11a
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    • pp.161-165
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    • 2001
  • Bogie frame of the electric car is an important structural member for the support of vehicle loading. In general, more than 25 years' durability is necessary. Much study has been carried out for the prediction of the structural integrity of the bogie frame in experimental and theoretical domains. One of the useful methods is reliability-based approach. The objective of this paper is to estimate the structural integrity of the bogie frame of an electric car, which is under the running test. We used two approachs. In the first approach probabilistic distribution of S-N curve is used. In the second approach, limit state function is used.

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Effect of Mean Stress on Fatigue Properties in Spring Steel (스프링강의 피로 특성에 미치는 평균 응력의 영향)

  • Seok, Chang-Sung;Kim, Hyung-Ick;Chang, Pil-Soo;Joo, Jae-Man;Kang, Jeong-Hoon
    • Proceedings of the KSME Conference
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    • 2003.04a
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    • pp.255-260
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    • 2003
  • Most of the fatigue test were achieved in fully reversed condition that mean stress is zero. But, generally, mean stress can not be zero. This research was achieved the bending fatigue test that changes mean stress to spring steel and was studied relation with the mean stress and the fatigue life. The method to search effect about mean stress was extended S-N graph in two cases. One method was extended S-N graph using modified Miner's rule with considering damage. Another was extended using tendency of S-N graph. The exponential value(${\alpha}$) of mean stress-alternating stress equation is converged between the Goodman's and the Gerber's value even if fatigue life increases.

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Fatigue Life Predictions for Variable Load Histories (변동하중하의 피로수명예측)

  • 하재선;송지호;이시중
    • Transactions of the Korean Society of Mechanical Engineers
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    • v.12 no.4
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    • pp.760-780
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    • 1988
  • Using the fatigue test results obtained in the SAE Fatigue Cumulative Damage Test Program, prediction methods of fatigue crack initiation life for notched members undergoing random loaming histories were discussed in detail. Conventional fatigue life predictions based on so-called modified Miner's rule were found to be apt to give nonconservative estimate, due to lack of sufficient consideration for stress-interaction effect. A modified .epsilon.-N curve concept was proposed to account for the stress-interaction effect. The predicted fatigue life based on the modified .epsilon.-N curve concept was in good agreement with the experimental results of SAE Test Program. Specifically for the cases when fatigue data was not available at hand, was proposed a procedure to give conservative estimate of fatigue life.