• 제목/요약/키워드: friction identification

검색결과 83건 처리시간 0.024초

Shape Study of Wear Debris in Oil-Lubricated System with Neural Network

  • Park, Heung-Sik;Seo, Young-Baek;Cho, Yon-Sang
    • KSTLE International Journal
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    • 제2권1호
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    • pp.65-70
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    • 2001
  • The wear debris is fall off the moving surfaces in oil-lubricated systems and its morphology is directly related to the damage and failure to the interacting surfaces. The morphology of the wear particles are therefore directly indicative of wear processes occurring in tribological system. The computer image processing and artificial neural network was applied to shape study and identify wear debris generated from the lubricated moving system. In order to describe the characteristics of various wear particles, four representative parameter (50% volumetric diameter, aspect, roundness and reflectivity) from computer image analysis for groups of randomly sampled wear particles, are used as inputs to the network and learned the friction condition of five values (material 3, applied load 1, sliding distance 1). It is shown that identification results depend on the ranges of these shape parameters learned. The three kinds of the wear debris had a different pattern characteristics and recognized the friction condition and materials very well by neural network. We discuss how these approach can be applied to condition diagnosis of the oil-lubricated tribological system.

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경계층 외부 수직날의 마찰저항 저감 기구에 대한 PIV 관측 (PIV Investigation on the Skin Friction Reduction Mechanism of Outer-layer Vertical Blades)

  • 박현;안남현;박성현;전호환;이인원
    • 한국가시화정보학회지
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    • 제9권1호
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    • pp.20-28
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    • 2011
  • An experimental assessment has been made of the drag reducing efficiency of the outer-layer vertical blades, which were first devised by Hutchins. The drag reduction efficiency of the blades was reported to reach as much as 30%. However, the drag reduction efficiency was quantified only in terms of the reduction in the local skin-friction coefficient. In the present study, a series of drag force measurements in towing tank has been performed toward the assessments of the total drag reduction efficiency of the outer-layer vertical blades. A maximum 9.6% of reduction of total drag was achieved. The scale of blade geometry is found to be weakly correlated with outer variable of boundary layer. In addition, detailed flow field measurements have been performed using 2-D time resolved PIV with a view to enabling the identification of drag reduction mechanism.

Finite Element Model for Wear Analysis of Conventional Friction Stir Welding Tool

  • Hyeonggeun Jo;Ilkwang Jang;Yeong Gil Jo;Dae Ha Kim;Yong Hoon Jang
    • Tribology and Lubricants
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    • 제39권3호
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    • pp.118-122
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    • 2023
  • In our study, we develop a finite element model based on Archard's wear law to predict the cumulative wear and the evolution of the tool profile in friction stir welding (FSW) applications. Our model considers the rotational and translational behaviors of the tool, providing a comprehensive description of the wear process. We validate the accuracy of our model by comparing it against experimental results, examining both the predicted cumulative wear and the resulting changes to the tool profile caused by wear. We perform a detailed comparison between the predictions of the model and experimental data by manipulating non-dimensional coefficients comprising model parameters, such as element sizes and time increments. This comparison facilitates the identification of a specific non-dimensional coefficient condition that best replicates the experimentally observed cumulative wear. We also directly compare the worn tool profiles predicted by the model using this specific non-dimensional coefficient condition with the profiles obtained from wear experiments. Through this process, we identify the model settings that yield a tool wear profile closely aligning with the experimental results. Our research demonstrates that carefully selecting non-dimensional coefficients can significantly enhance the predictive accuracy of finite element models for tool wear in FSW processes. The results from our study hold potential implications for enhancing tool longevity and welding quality in industrial applications.

Boundary-Fitted 좌표계로 변환한 2차원조석모형의 매개변수 동정 (The Parameter Identification of Tidal Model on The Boundary-Fitted Coordinates)

  • 김경수;이재형
    • 물과 미래
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    • 제23권3호
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    • pp.319-328
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    • 1990
  • 2차원 하구모델의 매개변수 동정을 BF좌표계로 변환된 ADI-FDM출력 수치모형을 사용하여 수행하였다. 모형에서 기본 방정식을 동수역학식과 수송방정식이 복합된 방정식을 사용하였다. Thompson식이 지배방정식을 사각평면으로 변환 하는데 사용도이ㅓㅆ으며 Thompson의 Elliptic 격자발생기법이 BF 좌표계에서 곡선격자망을 발생하는데 사용되었다. 지배방정식에서 동정될 매개변수는 마찰계수와 분산 정수이다. 출력수치모형은 BF좌표계에서 조석평균 염도 모형이 사용되었다. 최적화 기법으로 영향계수 알고리즘을 적용하였다. 또한 Lumped 모형이 동정에 고려 되었다. 본 연구는 새로운 출력 수치모형이 하구염도 모형의 매개변수 동정에 있어 유용한가를 검토 하는데 중점을 두었다. 제안된 기법은 간단한 가상모형에 실험적인 적용을 통하여 검토되었다. 검토한 결과는 제안된 기법이 하구모형에서 매개변수 동정시 도입될 수 있음을 보여주었다.

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제동시 발생하는 리어 드럼브레이크 Grunt(stick-slip) Noise 개선 (Rear Drum Brake Grunt(stick-slip) Noise Improvement on Braking During Nose-dive & Return Condition)

  • 홍일민;장명훈;김선호;최홍석
    • 한국소음진동공학회논문집
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    • 제23권9호
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    • pp.781-788
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    • 2013
  • Grunt(stick-slip) noise happens between rear lining and drum on braking condition while vehicle is returning to steady position after nose-dive. The study presents a new testing and analysis methods for improving brake grunt noise on vehicle. Grunt noise is called a kind of stick slip noise with below 1 kHz frequency that is caused by the surfaces alternating between sticking to each other and sliding over each other with a corresponding change in friction force. This noise is typically come from that the static friction coefficient of surfaces is much higher than the kinetic friction coefficient. For the identification of the excitation mechanism and improvement of grunt noise, it is necessary to study variable parameters of rear drum brake systems on vehicle and to implement CAE analysis with stick slip model of drum brake. The aim of this study has been to find solution parameters throughout test result on vehicle and dynamo test. As a result of this study, it is generated from stick slip between rear lining and rear drum and it can be solved to reduce contact angle of lining with asymmetric and is effected not only brake drum strength but also rear brake size and brake factor.

심리음향의 음질요소를 이용한 레이저 프린터 급지 이음 평가 및 부품 조합 최적화 (Identification of Pick up Sound for Laser printers Based on Psychoacoustic Parameters)

  • 이영준;신태진;유진;이상권
    • 한국소음진동공학회논문집
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    • 제22권9호
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    • pp.853-860
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    • 2012
  • This paper identifies a cause of pick up noise in a laser printer and a relationship between pick up noise and major components related to pick up noise. A pick up sound is affected by many components such as spring force, spring constant, and friction coefficient. Objective evaluation for the pick up sound is difficult because of back ground sound such as operating sound. Especially, a sound between a friction pad and a paper in the process of printing has become an essential issue in an aspect of quality evaluation. However the existing criteria for determining the above sound have solely relied on human's subjective judgments; which highlights the requirement to objectify these criteria. In this paper, the standard of existing pick up noise is established by finding the tonality, which is a psychoacoustic parameter, of noticeable limit sound level. Based on the findings of the method, the study has found factors which cause pick up noise and suggests the substitution of following components of printers such as spring constants, spring force, and the quality of friction pads. As a result, it is confirmed that the proposed pick up noise index has usefulness to classify whether existence of pick up noise with an objective evaluation and not to occur the noise based on design optimized combination of laser printer components.

제동시 발생하는 리어 드럼브레이크 grunt (stick-slip) noise 개선 (Rear drum brake grunt (stick-slip) noise improvement on braking during nose-dive & return condition)

  • 홍일민;장명훈;김선호;최홍석
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2012년도 추계학술대회 논문집
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    • pp.743-749
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    • 2012
  • Grunt (Stick-slip) noise happens between rear lining and drum on braking condition while vehicle is returning to steady position after nose-dive. The study presents a new testing and analysis methods for improving brake grunt noise on vehicle. Grunt noise is called a kind of stick slip noise with below 1kHz frequency that is caused by the surfaces alternating between sticking to each other and sliding over each other with a corresponding change in friction force. This noise is typically come from that the static friction coefficient of surfaces is much higher than the kinetic friction coefficient. For the identification of the excitation mechanism and improvement of grunt noise, it is necessary to study variable parameters of rear drum brake systems on vehicle and to implement CAE analysis with stick slip model of drum brake. The aim of this study has been to find solution parameters throughout test result on vehicle and dynamo test. As a result of this study, it is generated from stick slip between rear lining and rear drum and it can be solved to reduce contact angle of lining with asymmetric and is effected not only brake drum strength but also rear brake size and brake factor.

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공통맥락 형성의 관점에서 살펴본 마찰력에 대한 소집단 토론의 특징 (Characteristics of Small Group Discussions About Friction in Terms of the Formation of Common Context)

  • 하상우;정용욱;이경호
    • 한국과학교육학회지
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    • 제37권2호
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    • pp.301-311
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    • 2017
  • 본 연구에서 연구자는 학생들이 마찰력을 주제로 소집단 토론을 진행할 때 어떤 특성을 보이는지 살펴보았고, 공통맥락이라는 키워드가 연구에서 나타난 현상을 잘 설명한다고 생각하여 이 용어를 재정의하고 공통맥락 형성의 관점에서 학생들의 토론 양상을 살펴보았다. 특히 학생들이 논의하는 과정에서 공통맥락의 형성 과정이 구성원들의 논의를 거쳐 명시적으로 나타나는지, 공통맥락이 이미 형성되어 있다고 암묵적으로 가정하거나 간단한 확인만 거치는지에 대해 살펴보았다. 연구 결과 공통맥락의 형성 과정이 명시적으로 드러난 사례로는 문제 상황의 확인(특히 2번 문제에서 A의 운동), 마찰력의 본성 및 특성, 여러 가지 힘들의 성질, 관성계 및 비관성계와 관련한 논의 등이 있었다. 한편, 구성원들이 공통맥락이 이미 암묵적으로 형성 되어 있다고 가정하고 논의를 이어 나간 것 중 본 연구에서 특징적인 것으로는 마찰력 규칙에 대한 지식이 있었고, 마찰력 규칙을 오용하는 사례도 찾아볼 수 있었다. 한편, 연구자는 질문자, 수용자, 다른 의견을 가진 학생의 존재가 긍정적인 조별 토론에 중요하다는 사실을 발견했고, 특히 질문자는 본 연구 사례에서 매우 중요한 역할을 하였음을 확인할 수 있었다. 본 연구의 결과는 담화의 형태를 중심으로 분석하는 선행연구들과는 달리 구체적인 수업의 주제가 소집단 조별 토론에 어떤 영향을 주는지 분석했다는 점에서 그 의의를 가진다고 본다.

KOMPSAT-1 Telemetry를 활용한 반작용휠 모델링 (Modeling of Reaction Wheel Using KOMPSAT-1 Telemetry)

  • 이선호;최홍택;용기력;오시환;이승우
    • 한국항공우주학회지
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    • 제32권3호
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    • pp.45-50
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    • 2004
  • 위성의 성공적인 임무 수행을 위한 자세 안정화와 성능요구조건을 만족하기 위해서 반작용휠 제어로직의 설계가 중요하다. 실제 위성궤도 상에서 발생하는 여러 가지 불확실성으로 인해 지상실험을 통해 획득한 모델 파라미터 값들만으로 제어로직을 설계하는데 한계가 있다. 그러므로 위성이 궤도상에 있을 때의 반작용휠 입력 및 출력 데이터를 이용하여 모델 파라미터를 보정하고 자세제어기에 반영하는 것이 요구된다. 본 논문에서는 다목적실용위성의 Telemetry 데이터를 활용한 시스템인식 (System Identification)을 수행하였고, 이를 통한 반작용휠의 모델 파라미터를 추출한다. 또한, 반작용휠을 모델링 하고 또한 제어기설계에 사용된 모델 파라미터를 추출하여 지상실험 데이터와 비교분석한다.

주파수영역방법에 의한 비선형 모델변수의 실험적 규명 (Experimental identification of nonlinear model parameter by frequency domain method)

  • 김원진
    • 대한기계학회논문집A
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    • 제22권2호
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    • pp.458-466
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    • 1998
  • In this work, a frequency domain method is tested numerically and experimentally to improve nonlinear model parameters using the frequency response function at the nonlinear element connected point of structure. This method extends the force-state mapping technique, which fits the nonlinear element forces with time domain response data, into frequency domain manipulations. The force-state mapping method in the time domain has limitations when applying to complex real structures because it needd a time domain lumped parameter model. On the other hand, the frequency domain method is relatively easily applicable to a complex real structure having nonlinear elements since it uses the frequency response function of each substurcture. Since this mehtod is performed in frequency domain, the number of equations required to identify the unknown parameters can be easily increased as many as it needed, just by not only varying excitation amplitude bot also selecting excitation frequency domain method has some advantages over the classical force-state mapping technique in the number of data points needed in curve fit and the sensitivity to response noise.