• 대한기계학회논문집A
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• 제21권5호
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• pp.835-841
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• 1997

Microscopic examination of the morphology of wear debris is an accepted method for machine condition and fault diagnosis. However wear particle analysis has not been widely accepted in industry because it is dependent on expert interpretation of particle morphology and subjective assessment criteria. This paper was undertaken to analyze the morphology of wear debris for machine condition diagnosis of the lubricated moving surfaces by image processing and analysis. The lubricating wear test was performed under different sliding conditions using a wear test device made in our laboratory and wear testing specimen of the pin-on-disk-type was rubbed in paraffine series base oil. In order to describe characteristics of debris of various shape and size, four shape parameters (50% volumetric diameter, aspect, roundness and reflectivity) have been developed and outlined in the paper. A system using such techniques promises to obviate the need for subjective, human interpretation of particle morphology in machine condition monitoring, thus to overcome many of the difficulties in current methods and to facilitate wider use of wear particle analysis in machine condition monitoring.

• 한국윤활학회:학술대회논문집
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• 한국윤활학회 1997년도 제25회 춘계학술대회
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• pp.224-231
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• 1997

Microscopic examination for the morphological estimation of wear debris on the oil-lubrcated moving system is an accepted method for machine condition and fault diagnosis. However wear particle anaysis has not been widely accepted industry because it is dependent on expert interpretation of particle morphology and relies on subjective assessment criteria. This paper was undertaken to estimate the morphology of wear debris on the oil-lubricated movig system by computer image analysis. The wear test was performed under different sliding conditions using a wear test device made in our laboratory and wear testing specimen of the pin-on-disk-type was rubbed in pararline series base oil. In order to describe characteristics of debris of various shape and size, four shape parameters (50% volumetric diameter, aspect, roundness and reflectivity) have been developed and outlined in the paper. A system using such techniques promises to obviate the need for subjective, human interpretation of particle morphology in machine condition monitoring.

• 한국공작기계학회논문집
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• 제12권5호
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• pp.53-58
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• 2003

Wear debris can be collected from the lubricants of operating machinery and its morphology is directly related to the fiction condition of the interacting materials from which the wear particles originated in lubricated machinery. But in order to predict and estimate working conditions, it is need to analyze the shape characteristics of wear debris and to identify. Therefore, if the shape characteristics of wear debris is identified by computer image analysis and the neural network, The four parameter (50% volumetric diameter, aspect, roundness and reflectivity) of wear debris are used as inputs to the network and learned the friction. 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 characteristic and recognized the friction condition and materials very well by neural network. We resented how the neural network recognize wear debris on driving condition.

• 대한소아치과학회지
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• 제28권2호
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• pp.261-270
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• 2001

본 연구에서는 최근 치과임상에서 이용되고 있는 7종의 복합레진을 시험재료로 선택한 다음 법랑질과 복합레진 충전재가 대합하는 경우의 마모 양상을 조사하기 위해 광중합형 복합레진과 제2소구치 교두를 핀-디스크 구동 방식의 전동식 마모시험기에 고정한 다음 68.6N의 하중을 가한 상태에서 30,000회전시켜 $1.3{\times}10^3m$의 미끄럼 접촉을 가하였다. 마모도를 평가하기 위해 복합레진의 종류에 따른 제2소구치 교두의 수직고경 변화, 시편의 두께 감소와 체적 손실 및 마모시험 전후의 표면을 주사전자현미경으로 관찰하였고, 표면경도가 마모도에 미치는 영향을 평가하기 위해 누프 경도를 측정한 결과, 다음과 같은 결론을 얻었다. 1. 누프 경도는 Spectrum 군에서 70.4로 가장 높고 Heliomolar 군에서 19.8로 가장 낮은 값을 보였으며, Tukey 다중범위검증법에 의해서 각 군 사이의 통계적 유의성을 검증한 결과, Spectrum 군, Z100 군 및 Clearfil AP-X 군을 제외한 나머지 모든 군들 사이에서 상호간에 통계학적으로 유의한 차이를 보였다(p<0.05). 2. 법랑질의 내마모성은 microfill 형인 Heliomolar 군과 대합하는 경우에 가장 높게 나타났으며, 구치부용에서는 구상의 zirconia silica 미세 입자를 복합화한 micro hybrid 형의 Palpique 군에서 가장 높게 나타났다. 3. 복합레진의 연마성 마모에 대한 저항성은 필러의 평균 입경이 작고 미세 필러를 고밀도로 분산시켜 복합화한 hybrid 형 복합레진에서 높게 나타나는 경향을 보였다. 4. 주사전자현미경 관찰 결과, 마모면에서는 필러의 돌출, 마멸과 탈락 및 기질레진의 미세 균열 진전과 표면층의 박리 등이 관찰되었다.