• 제목/요약/키워드: Bearing selection

검색결과 128건 처리시간 0.029초

인공지능에 기반한 단계적 의사결정방법 : 베어링 설계에의 적용 (Stepwise Decision making Methodology Based on Artificial Intelligence: An Application to Bearing Design)

  • 서태설;한순홍
    • 한국CDE학회논문집
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    • 제4권2호
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    • pp.100-109
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    • 1999
  • The bearing design includes the steps of selection bering type, selection bearing subtype, and determining the peripheral equipments. In this paper decision making methodologies are compared to propose a stepwise decision methodology to the bearing selection problem. An artificial neural network trained with design cases is used for selecting a bearing type in the first step. Then the subtype of the bearing is selected using the weighting method, high is a kind of multi-criteria decision making method. Finally, the types of peripheral equipments such as lubrication devices, seals and bearing housings are determined using a rule-based expert system.

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볼 베어링 선택조립 시스템에서 잉여부품 최소화를 위한 군집 우선 선택 알고리즘 (Cluster Priority Selection Algorithm for Minimizing Surplus Parts in Ball Bearing Selective Assembly System)

  • 신강현;진교홍
    • 한국정보통신학회:학술대회논문집
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    • 한국정보통신학회 2022년도 추계학술대회
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    • pp.15-17
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    • 2022
  • 볼 베어링 선택조립 시스템에서 잉여부품을 최소화하기 위해서는 각 부품의 치수 분포를 파악하여 선택 확률을 최적화하여야 하지만, 복잡한 시스템은 생산 공정에 지연이 일으킨다. 본 논문에서는 볼 베어링 선택조립 시스템에서 빠르고 간단하게 선택 우선순위를 결정할 수 있는 군집 우선 선택 알고리즘을 제안한다. 그리고 실제 볼 베어링 선택조립 공정에서 수집한 데이터로 모의 상황을 가정하고, 군집 우선 선택 알고리즘과 기존 알고리즘을 시뮬레이션하여 잉여부품 발생률과 연산소요시간을 평가한다. 시뮬레이션 결과, 군집 우선 선택 알고리즘이 기존 알고리즘에 비하여 83.8% 적은 잉여부품을 발생하였고, 연산소요시간도 39.7% 단축되었다.

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Artificial Intelligence-Based Stepwise Selection of Bearings

  • Seo, Tae-Sul;Soonhung Han
    • 한국지능정보시스템학회:학술대회논문집
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    • 한국지능정보시스템학회 2001년도 The Pacific Aisan Confrence On Intelligent Systems 2001
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    • pp.219-223
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    • 2001
  • Within a mechanical system such as an automotive the number of standard machine parts is increasing, so that the parts selection becomes more important than ever before. Selection of appropriate bearings in the preliminary design phase of a machine is also important. In this paper, three decision-making approaches are compared to find out a model that is appropriate to bearing selection problem. An artificial neural network, which is trained with real design cases, is used to select a bearing mechanism at the first step. Then, the subtype of the bearing is selected by the weighting factor method. Finally, types of peripherals such as lubrication methods are determined by a rule-based expert system.

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Environmental Exposure of Sperm Sex-Chromosomes: A Gender Selection Technique

  • Oyeyipo, Ibukun P.;van der Linde, Michelle;du Plessis, Stefan S.
    • Toxicological Research
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    • 제33권4호
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    • pp.315-323
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    • 2017
  • Preconceptual sex selection is still a highly debatable process whereby X- and Y-chromosome-bearing spermatozoa are isolated prior to fertilization of the oocyte. Although various separation techniques are available, none can guarantee 100% accuracy. The aim of this study was to separate X- and Y-chromosome-bearing spermatozoa using methods based on the viability difference between the X- and Y-chromosome-bearing spermatozoa. A total of 18 experimental semen samples were used, written consent was obtained from all donors and results were analysed in a blinded fashion. Spermatozoa were exposed to different pH values (5.5, 6.5, 7.5, 8.5, and 9.5), increased temperatures ($37^{\circ}C$, $41^{\circ}C$, and $45^{\circ}C$) and ROS level ($50{\mu}M$, $750{\mu}M$, and $1,000{\mu}M$). The live and dead cell separation was done through a modified swim-up technique. Changes in the sex-chromosome ratio of samples were established by double-label fluorescent in situ hybridization (FISH) before and after processing. The results indicated successful enrichment of X-chromosome-bearing spermatozoa upon incubation in acidic media, increased temperatures, and elevated $H_2O_2$. This study demonstrated the potential role for exploring the physiological differences between X-and Y-chromosome-bearing spermatozoa in the development of preconceptual gender selection.

축-베어링 시스템의 연성 특성을 고려한 볼 베어링의 선정 (Ball-Bearing Selection Considering Flexibility of Shaft-Bearing System)

  • 윤기찬;최동훈
    • Tribology and Lubricants
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    • 제16권1호
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    • pp.39-45
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    • 2000
  • In this paper, the effects of shaft and bearing flexibilities are investigated for the accurate modeling of a shaft-bearing system supported by ball bearings. Generally, rolling bearings are modeled by simple rigid pin-joint in the mechanical design. However, they can no longer be modeled by ideal boundary conditions in the advanced applications because the rigid pin-joint model cannot satisfy the current trends of mechanical design decreasing mass and reducing volume. Consequently the flexible support model of ball bearing is investigated using the static analysis module developed by A .B. Jones and T. A. Harris. A simple two-bearing system, supported by two deep groove ball bearings and radially loaded on the shaft midway between the bearings, is utilized to validate the coupled model of shaft-bearing system. Numerical computations using the model indicate that the shaft span length, locating/floating bearing arrangements and applied bearing size are significant factors in determining the mechanical behaviors. The flexible support model of ball bearing can be escaped to over-estimate in the bearing fatigue life. The proposed simple design formulation obtained by numerical simulations can approximately predict a rate of bearing life reduction as a function of shaft span length/shaft diameter (L/d).

차륜용 베어링 유니트의 초기 접촉각 선정 (A Selection of Initial Contact Angle of Automotive Wheel Bearing Units)

  • 안태길;이상훈;현준수
    • 한국자동차공학회논문집
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    • 제10권1호
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    • pp.162-167
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    • 2002
  • An automotive wheel bearing is one of the most important components to guarantee the service life of a passenger car. The endurance life of a bearing is affected by many parameters such as material properties, heat treatment, lubrication conditions, temperature, loading conditions, bearing geometry, internal clearance and so on. In this paper, we analyze the relation between loads and deformations of wheel bearing units. On the basis of it, we calculate the endurance life of wheel bearing units and suggest a method to determine the initial contact angle to achieve a maximum endurance life with considering stress concentration.

감 수꽃 착생 실생개체 선발 마커의 효율성 검정 (Efficiency of Sex-linked Molecular Markers for the Selection of Seedlings Bearing Male Flowers in Persimmon (Diospyros kaki Thunb.))

  • 박여옥;손지영;최성태;김은경;김동완
    • 생명과학회지
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    • 제30권3호
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    • pp.239-249
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    • 2020
  • 감 꽃은 과실을 맺는 암꽃과 꽃가루를 내는 수꽃, 암술과 수술을 모두 가진 양성화가 있다. 관행 교배육종법으로 부본용 수꽃 신품종을 육성한다면 최종 선발까지 15년 정도의 장기간과 넓은 시험포장이 요구된다. 유묘기에 수꽃 착생 개체를 조기에 선발하여 육종효율을 증진하고자 꽃의 성표현을 알고 있는 주요 품종 88개체를 대상으로 Akagi 등(2014)이 보고한 수꽃 선발 마커들의 적용 효과를 검증하였다. OGI locus marker와 DISx-AF4S marker 적용 결과 각각 83품종, 72품종에서 꽃의 성표현과 분석 결과가 일치하였다. 육성품종인 '미감조생'을 모본으로 한 교배조합 등으로부터 나온 실생 2,509개체에 OGI locus marker 수꽃 선발 마커를 적용하여 890개체를 선발하였고, 분석 완료한 교배실생 중 아직 착과가 되지 않았거나 고사한 개체를 제외한 1,186개체를 대상으로 꽃의 성표현과 마커 분석 결과를 비교하였을 때 401개체가 불일치한 것을 확인하였다(33.8%). 다양한 교배조합으로부터 나온 실생 889개체에 DISx-AF4S marker를 적용하여 분석한 결과 636개체를 선발하였다. 분석 완료한 교배실생 중 아직 착과가 되지 않았거나 고사한 개체를 제외한 379개체를 대상으로 꽃의 성 표현과 마커 분석 결과를 비교하였고 247개체가 불일치한 것을 확인하였다(65.2%). 이상의 결과들을 종합하여 볼 때, 검토한 DISx-AF4S, OGI locus marker는 육종현장에서 활용하기에 유용하지 않을 것으로 판단된다.

피봇식 패드 추력베어링의 성능 비교 (Comparison of the Performance of Pivoted Pad Thrust Bearings)

  • 김종수
    • Journal of Advanced Marine Engineering and Technology
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    • 제22권3호
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    • pp.337-342
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    • 1998
  • In this paper the lubrication performances of line pivoted pad thrust bearing and point pivoted pad thrust bearing are studied by a numerical analysis. The running characteristic parameters such as nondimensional load carrying capacity nondimensional friciton power loss nondimensional flow rate and film thickness ratios are calculated for various circumferential pivot positions. The results provide a usdful data for the selection of pivot position in a pivoted and thrust bearing.

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지오그리드로 보강된 철도노반 쇄석기층의 지지력에 관한 연구 (Bearing Capacity of Geogrid-Reinforced Railroad Ballast)

  • 신은철;김두환;이규진;이상조
    • 한국철도학회:학술대회논문집
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    • 한국철도학회 1999년도 춘계학술대회 논문집
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    • pp.367-374
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    • 1999
  • The selection of geogrid types for the use of reinforced rail roadbed is important in the design of railways. Also, the problem of the construction damage on the geogrid during construction is raised by the field engineers. Therefore, laboratory model tests were peformed to investigate the efficiency of the bearing capacity and construction damage. As a result, it was found that the bearing capacity of the rigid geogrid reinforced railroad ballast shows 1.54 times higher than that of the flexible geogrid reinforced case. In addition, there were no noticeable damage during construction.

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