• Title/Summary/Keyword: optimal polishing condition

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Development of Expert System for Optimal Condition of Automatic Die Polishing (자동금형연마의 최적조건선정 전문가시스템 개발)

  • Lee, Doo-Chan;Jeong, Hae-Do;Ahn, Jung-Hwan;Miyoshi, Takashi
    • Journal of the Korean Society for Precision Engineering
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    • v.14 no.10
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    • pp.58-67
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    • 1997
  • Generally, die polishing process occupies about 30 .approx. 50% of the whole die manufacturing time. However, die polshing has not been automated yet, since it needs a great deal of experience and skill. This study aims at development of an expert system for die polishing which gives such optimal parameters as tool and polishing conditions. Through experiments, polishing characteristics such as surface roughness, stock removal and scratch were analyzed quantitatively for each polishing tool, and a knowledge base for the expert system was established. Evaluation tests show that the developed system works well to suggest the optimal polishing conditions and it is very promising.

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The Study on the Machining Characteristics of 4 inch Wafer for the Optimal Condition (최적 가공 조건을 위한 4인치 웨이퍼의 가공 특성에 관한 연구)

  • Won, Jong-Koo;Lee, Jung-Taik;Lee, Jung-Hun;Lee, Eun-Sang
    • Transactions of the Korean Society of Machine Tool Engineers
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    • v.16 no.5
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    • pp.90-95
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    • 2007
  • Single side final polishing is a very important role to stabilize a wafer finally before the device process on the wafer is executed. In this study, the machining variables, such as pressure, machining time, and the velocity of pad table were adopted. These parameters have the major influence on the characteristics of wafer polishing. We investigated the surface roughness changing these variables to find the optimal polishing condition. Pad, slurry, slurry quantity, and oscillation distance were set to the fixed variables. In order to reduce defects and find a stable machining condition, a hall sensor was used on the polishing process. AE sensor was attached to the polishing machine to verify optimal condition. Applying data analysis of the sensor signal, experiments were performed. We can get better surface roughness from loading the quasi static force and improving wafer-holding method.

The Study on the Wafer Surface and Pad Characteristic for Optimal Condition in Wafer Final Polishing (최적조건 선정을 위한 Pad 특성과 Wafer Final Polishing의 가공표면에 관한 연구)

  • Won, Jong-Koo;Lee, Eun-Sang;Lee, Sang-Gyun
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • v.11 no.1
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    • pp.26-32
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    • 2012
  • Polishing is one of the important methods in manufacturing of Si wafers and in thinning of completed device wafers. This study will report the characteristic of wafer according to processing time, machining speed and pressure which have major influence on the abrasion of Si wafer polishing. It is possible to evaluation of wafer abrasion by load cell and infrared temperature sensor. The characteristic of wafer surface according to processing condition is selected to use a result data that measure a pressure, machining speed, and the processing time. This result is appeared by the characteristic of wafer surface in machining condition. Through that, the study cans evaluation a wafer characteristic in variable machining condition. It is important to obtain optimal condition. Thus the optimum condition selection of ultra precision Si wafer polishing using load cell and infrared temperature sensor. To evaluate each machining factor, use a data through each sensor. That evaluation of abrasion according to variety condition is selected to use a result data that measure a pressure, machining speed, and the processing time. And optimum condition is selected by this result.

Development of Expert System for Optimal Condition of Die and Mold Automatic Polishing (금형자동연마의 최적조건선정 전문가시스템 개발)

  • 이두찬;정해도;안중환
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 1996.11a
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    • pp.519-523
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    • 1996
  • The polishing tool unit is developed which can be attached on the machining center and automatic polishing system for die and mold is also established. So, experiments are carried out under the several polishing conditions. The polishing properties of automatic polishing operation such as surface roughness, stock removal and maximum profile valley depth are obtained and analyzed quantitatively for each polishing tool. The purpose of this study is to construct an expert system for optimal condition of die and mold automatic polishing using the knowledge base that is obtained in the polishing experiments and, to verify the feasibility of the expert system through the experiments. Using this expert system, unskilled operators will be able to obtain the knowledge and experience of an expert.

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Polishing of Ultra-Clean Internal Surface Using Magnetic Force (자력에 의한 극청정 내면의 연마가공에 관한 연구)

  • 김정두;허강운
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.24 no.11
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    • pp.2786-2795
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    • 2000
  • Recently, the technology for internal polishing is needed for ultra-clean machining for the prevention of corrosion and pollution of parts is the area of high technology industries such as semiconductor, electronics, telecommunication optics, aerospace, and motors. In this study, an internal polishing system using the magnetic force was developed for the production of ultra-clean tubes with averaged surface roughness ranging from 0.2㎛ to 0.05㎛ or less, and magnetic abrasives composed of WC/Co powder were developed, After finding the optimal condition on each, machining characteristics using newly developed abrasive were analyzed. Form the results obtained by experimental design method, the optimal polishing condition was analyzed and, thhereafter internal polishing was done.

A Study on the characteristics of ultra precision about Buffing and Electropolishing for Semiconductor Large Radius Pipe (반도체용 대구경관의 전해 복합연마에 대한 초정밀 가공 특성연구)

  • 이정훈;이은상
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2004.10a
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    • pp.609-613
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    • 2004
  • On this study, electrochemical polishing is adapted to ultra-fine surface for semiconductor large radius gas-tube. The system which buffing and electrochemical polishing can be performed simultaneously was constructed in connection with developing exclusive system. Based on existing papers and the research of background, electrode gap and electrolyte flow were fixed. Current density and electrochemical precision time were chosen as variables. On this study, it is objected to find optimal precision condition and precision variables on the in-process electrochemical polishing.

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The Study on the Machining Characteristics of 300mm Wafer Polishing for Optimal Machining Condition (최적 가공 조건 선정을 위한 300mm 웨이퍼 폴리싱의 가공특성 연구)

  • Won, Jong-Koo;Lee, Jung-Taik;Lee, Eun-Sang
    • Transactions of the Korean Society of Machine Tool Engineers
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    • v.17 no.2
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    • pp.1-6
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    • 2008
  • In recent years, developments in the semiconductor and electronic industries have brought a rapid increase in the use of large size silicon wafer. For further improvement of the ultra precision surface and flatness of Si wafer necessary to high density ULSI, it is known that polishing is very important. However, most of these investigation was experiment less than 300mm diameter. Polishing is one of the important methods in manufacturing of Si wafers and in thinning of completed device wafers. This study reports the machining variables that has major influence on the characteristic of wafer polishing. It was adapted to polishing pressure, machining speed, and the slurry mix ratio, the optimum condition is selected by ultra precision wafer polishing using load cell and infrared temperature sensor. The optimum machining condition is selected a result data that use a pressure and table speed data. By using optimum condition, it achieves a ultra precision mirror like surface.

The Selection on the Optimal Condition of Si-wafer final Polishing by Combined Taguchi Method and Respond Surface Method (실험계획법을 적용한 웨이퍼 폴리싱의 최적 조건 선정에 관한 연구)

  • Won, Jong-Koo;Lee, Jung-Hun;Lee, Jung-Taik;Lee, Eun-Sang
    • Transactions of the Korean Society of Machine Tool Engineers
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    • v.17 no.1
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    • pp.21-28
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    • 2008
  • The final polishing process is based on slurry, pad, conditioner, equipment. Therefore, the concept of wafer final polishing is also necessary for repeatability of results between polished wafers. In this study, the machining conditions have a pressure, table speed, machining time and slurry ratio. This research investigated the surface characteristics that apply variable machining conditions and response surface methodology was used to obtain more flexible and optimumal condition base on Taguchi method. On the base of estimated response surface curvature from the equation and results of Taguchi method, combined design of experiment was considered to lead to optimumal condition. Finally, polished wafer was obtained mirror like surface.

A Study on the Optimal Machining of 12 inch Wafer Polishing by Taguchi Method (다구찌 방법에 의한 12인치 웨이퍼 폴리싱의 가공특성에 관한 연구)

  • Choi, Woong-Kirl;Choi, Seung-Gun;Shin, Hyun-Jung;Lee, Eun-Sang
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • v.11 no.6
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    • pp.48-54
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    • 2012
  • In recent years, developments in the semiconductor and electronic industries have brought a rapid increase in the use of large size silicon. However, for many companies, it is hard to produce 400mm or 450mm wafers, because of excesive funds for exchange the equipments. Therefore, it is necessary to investigate 300mm wafer to obtain a better efficiency and a good property rate. Polishing is one of the important methods in manufacturing of Si wafers and in thinning of completed device wafers. This research investigated the surface characteristics that apply variable machining conditions and Taguchi Method was used to obtain more flexible and optimal condition. In this study, the machining conditions have head speed, oscillation speed and polishing time. By using optimum condition, it achieves a ultra precision mirror like surface.

Development of an Expert System for Supporting Automatic Polishing Operation of Mold and Die (금형의 자동 연마작엉 지원 전문가시스템의 개발)

  • Lee, Tae-Moon;Jeong, Hae-Do;Hwang, Chan-Hae;Cho, Kyu-Kab
    • Journal of the Korean Society for Precision Engineering
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    • v.16 no.7
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    • pp.73-84
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    • 1999
  • An advanced expert system for supporting automatic polishing operation of mold and die has been developed. The goal of this system is to minimize the polishing time, the number of polishing and tools used. Also, this paper proposes the advanced concept of the polishing method to perform polishing operation of mold and die, and it has adapted to the orthogonal array method. as a statistical technique, to choose an optimal polishing condition. An expert system consists of the polishing machining database that includes the information of workpiece and polishing tools, and the input/output module.

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