• Title/Summary/Keyword: semiconductor manufacturing

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The study on factor and model through error analysis to equipment operation (Focused on the Semiconductor industry) (설비 운영의 에러 분석을 통한 인자 및 모델연구 -반도체 산업중심-)

  • Yoon, Yong-Gu;Park, Peom
    • Proceedings of the Safety Management and Science Conference
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    • 2009.11a
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    • pp.187-201
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    • 2009
  • Semiconductor industry is based on equipment industry and timing industry. In particular, semiconductor process is very complex and as semiconductor-chip width tails and is becoming equipment gradually more as a high technology. Equipment operation is primarily engaged in semiconductor manufacturing (engineers and operator) of being conducted by, equipment errors have also been raised. Equipment operational data related to the error of korea occupational safety and health agency were based on data and production engineers involved in the operator's questionnaire was drawn through the error factor. Equipment operating in the error factor of 9 big item and 36 detail item detailed argument based on the errors down, and 9 big item the equipment during operation of the correlation error factor was conducted. Each of the significance level was correlated with the tabulation and analysis. Using the maximum correlation coefficient, the correlation between the error factors to derive the relationship between factors were analyzed. Facility operating with the analysis of error factors (big and detail item) derive a relationship between the model saw. The end of the operation of the facility in operation on the part of the two factors appeared as prevention. Safety aspects and ergonomics aspects of the approach should be guided to the conclusion.

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Structural Design of an Ingot Grower of the Semiconductor Wafer for the Stability Improvement (반도체 Wafer용 Ingot Grower 안정화를 위한 구조설계)

  • Yi, Il Hwan;Ro, Seung Hoon;Nam, Kyu Dong;Kang, Shin Won;Kim, Young Jo;Kim, Geon Hyeong
    • Journal of the Semiconductor & Display Technology
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    • v.16 no.1
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    • pp.34-39
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    • 2017
  • Semiconductor is one of the most internationally competitive areas among domestic industries, the major concern of which is the stability of the wafer manufacturing processes. The first process for the manufacturing of the semiconductor wafers is the ingot growing. The vibrations are supposed to be the most important factors for the ingot quality. In order to maintain the ingot quality, the growers have the automatic shut-down equipments which are activated by vibrations, and are sensitive enough to react to the earthquakes generated in Japan. In this study, the structure of an ingot grower was analyzed through experiments and computer simulations, and further the effects of design alterations to suppress the vibrations have been investigated. The final result shows that the vibrations can be reduced substantially to improve the stability of the structure.

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Direct Carrier System Based 300mm FAB Line Simulation (Direct 반송방식에 기반을 둔 300mm FAB Line 시뮬레이션)

  • Lee, Hong-Soon;Han, Young-Shin;Lee, Chil-Gee
    • Journal of the Korea Society for Simulation
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    • v.15 no.2
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    • pp.51-57
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    • 2006
  • Production environment of semiconductor industry is shifting from 200mm wafer process to 300mm wafer process. In the new era of semiconductor industry, FAB (fabrication) Line Automation is a key issue that semiconductor industry is facing in shifting from 200mm wafer fabrication to 300mm wafer fabrication. In addition, since the semiconductor manufacturing technologies are being widely spread and market competitions are being stiffened, cost-down techniques became basis of growth. Most companies are trying to reduce average cycle time to increase productivity and delivery time. In this paper, we simulated 300mm wafer fabrication semiconductor manufacturing process by laying great emphasis on reduce average cycle time.

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Anomaly Detection Model Based on Semi-Supervised Learning Using LIME: Focusing on Semiconductor Process (LIME을 활용한 준지도 학습 기반 이상 탐지 모델: 반도체 공정을 중심으로)

  • Kang-Min An;Ju-Eun Shin;Dong Hyun Baek
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.45 no.4
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    • pp.86-98
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    • 2022
  • Recently, many studies have been conducted to improve quality by applying machine learning models to semiconductor manufacturing process data. However, in the semiconductor manufacturing process, the ratio of good products is much higher than that of defective products, so the problem of data imbalance is serious in terms of machine learning. In addition, since the number of features of data used in machine learning is very large, it is very important to perform machine learning by extracting only important features from among them to increase accuracy and utilization. This study proposes an anomaly detection methodology that can learn excellently despite data imbalance and high-dimensional characteristics of semiconductor process data. The anomaly detection methodology applies the LIME algorithm after applying the SMOTE method and the RFECV method. The proposed methodology analyzes the classification result of the anomaly classification model, detects the cause of the anomaly, and derives a semiconductor process requiring action. The proposed methodology confirmed applicability and feasibility through application of cases.

Research Progress on NF3 Substitute Gas of PECVD Chamber Cleaning Process for Carbon Neutrality (반도체·디스플레이 탄소중립을 위한 PECVD 챔버세정용 NF3대체가스 개발연구)

  • Seyun Jo;Sang Jeen Hong
    • Journal of the Semiconductor & Display Technology
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    • v.22 no.4
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    • pp.72-75
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    • 2023
  • Carbon neutrality has been emerged as important mission for all the manufacturing industry to reduce energy usage and carbon emission equivalent. Korean semiconductor and display manufacturing industries are also in huge interest by minimize the energy usage as well as to find a less global warming product gases in both etch and cleaning. In addition, Korean government is also investing long term research and development plan for the safe environment in various ways. In this paper, we revisit previous research activities on carbon emission equivalent and current research activities performed in semiconductor process diagnosis research center at Myongji University with respect to the reduction of NF3 usage for the PECVD chamber cleaning, and we present the analytical result of the exhaust gas with residual gas analysis in both 6 inches and 12 inches PECVD equipment. The presented result can be a reference study of the development of new substitution gas in near future to compare the cleaning rate of the silicon oxide deposition chamber.

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A Study on Monitoring Technology to Improve the Reliability of Etching Processes (식각공정의 신뢰성 향상을 위한 모니터링 기술에 관한 연구)

  • Kyongnam Kim
    • Journal of Surface Science and Engineering
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    • v.57 no.3
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    • pp.208-213
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    • 2024
  • With the development of industry, miniaturization and densification of semiconductor components are rapidly progressing. Particularly, as demand surges across various sectors, efficiency in productivity has emerged as a crucial issue in semiconductor component manufacturing. Maximizing semiconductor productivity requires real-time monitoring of semiconductor processes and continuous reflection of the results to stabilize processes. However, various unexpected variables and errors in judgment that occur during the process can cause significant losses in semiconductor productivity. Therefore, while the development of a reliable manufacturing system is important, the importance of developing sensor technology that can complement this and accurately monitor the process is also growing. In this study, conducted a basic research on the concept of diagnostic sensors for thickness based on the physical changes of thin films due to etching. It observed changes in resistance corresponding to variations in thin film thickness as etching processes progressed, and conducted research on the correlation between these physical changes and thickness variations. Furthermore, to assess the reliability of thin film thickness measurement sensors, it conducted multiple measurements and comparative analyses of physical changes in thin films according to various thicknesses.

Development of the Chemical Flow Control System for Spinner Equipment in Semiconductor Manufacturing Process (반도체 제조공정의 스피너 장비를 위한 약액 흐름제어 시스템 개발)

  • Park, Hyoung-Keun
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.12 no.4
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    • pp.1812-1816
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    • 2011
  • This research developed chemical flow control system(CFCS) essential for spinner equipment in nano semiconductor manufacturing process under the 100nm to prevent complex process defect due to missing spread after chemical injection. The devices developed in this research, which can be swiftly replaced in case abnormal state element changes or wafer manufacturing defect occurs, are anticipated to improve module yield as well as real-time monitoring on the state element. In addition, as a result of mounting H/W and S/W system to control detailed operation sequence in production line and executing performance check and verification, we can be exactly detected in five abnomal process type.

A Design of an Open Architectural Controller Platform for Semiconductor Manufacturing Equipment (반도체 제조 장비를 위한 개방형 제어기 플랫폼 설계)

  • 장성진;김홍록;서일홍
    • 제어로봇시스템학회:학술대회논문집
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    • 2000.10a
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    • pp.290-290
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    • 2000
  • This paper presents some ideas about an open architectural controller platform for semiconductor manufacturing equipment First, we proposed modular-typed software architecture. Each module is composed of commands and status sets. Second, common bus protocol is suggested in order to communicate with other modules. It is designed with visual c++ programming. Finally, job program is consisted of simple commands and status. Consequently, Controllers are easily developed with some required modular assembling.

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Hands-On Experience-Based Comprehensive Curriculum for Microelectronics Manufacturing Engineering Education

  • Ha, Taemin;Hong, Sang Jeen
    • Transactions on Electrical and Electronic Materials
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    • v.17 no.5
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    • pp.280-288
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    • 2016
  • Microelectronic product consumers may already be expecting another paradigm shift with smarter phones over smart phones, but the current status of microelectronic manufacturing engineering education (MMEE) in universities hardly makes up the pace for such a fast moving technology paradigm shift. The purpose of MMEE is to educate four-year university graduates to work in the microelectronics industry with up-to-date knowledge and self-motivation. In this paper, we present a comprehensive curriculum for a four-year university degree program in the area of microelectronics manufacturing. Three hands-on experienced-based courses are proposed, along with a methodology for undergraduate students to acquire hands-on experience, towards integrated circuits (ICs) design, fabrication and packaging, are presented in consideration of manufacturing engineering education. Semiconductor device and circuit design course for junior level is designed to cover how designed circuits progress to micro-fabrication by practicing full customization of the layout of digital circuits. Hands-on experienced-based semiconductor fabrication courses are composed to enhance students’ motivation to participate in self-motivated semiconductor fab activities by performing a series of collaborations. Finally, the Microelectronics Packaging course provides greater possibilities of mastered skillsets in the area of microelectronics manufacturing with the fabrication of printed circuit boards (PCBs) and board level assembly for microprocessor applications. The evaluation of the presented comprehensive curriculum was performed with a students’ survey. All the students responded with “Strongly Agree” or “Agree” for the manufacturing related courses. Through the development and application of the presented curriculum for the past six years, we are convinced that students’ confidence in obtaining their desired jobs or choosing higher degrees in the area of microelectronics manufacturing was increased. We confirmed that the hypothesis on the inclusion of handson experience-based courses for MMEE is beneficial to enhancing the motivation for learning.