• Title/Summary/Keyword: Manufacturing Industrial

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Development of Manufacturing Ontology-based Quality Prediction Framework and System : Injection Molding Process (제조 온톨로지 기반 품질예측 프레임워크 및 시스템 개발 : 사출성형공정 사례)

  • Lee, Kyoung-Hun;Kang, Yong-Shin;Lee, Yong-Han
    • IE interfaces
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    • v.25 no.1
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    • pp.40-51
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    • 2012
  • Today, many manufacturing companies realize that collaboration is crucial for their survival. Especially, in the perspective of quality, the importance of collaboration is emphasized because economic loss increases exponentially while defective parts go through the process in supply chain. However, the manufacturing companies are facing two main difficulties in implementing collaborative relationships with their suppliers. First, it is difficult for the suppliers to produce reliable products due to their obsolete facilities. The problem gets worse for second- or third-tire vendors. Second, the companies experience the lack of universally understandable set of terminology and effective methodologies for knowledge representation. Ontology is one of the best approaches to expressing and processing a domain knowledge. In this paper, we propose the manufacturing ontology-based quality prediction framework to represent and share the knowledge of industrial environment and to predict product quality in manufacturing processes. In addition, we develop the ontology-based quality prediction system based on the proposed framework. We carried out a series of experiments for an injection molding process at an automotive part supplier. The experimental results demonstrated that the proposed framework and system can be successfully applicable in manufacturing industry.

A Study on the Forecast of Industrial Land Demand and the Location Decision of Industrial Complexes - In Case of Anseong City (산업용지 수요예측 및 산업단지 입지선정에 관한 연구 - 안성시를 사례로 -)

  • Cho, Kyu-Young;Park, Heon-Soo;Chung, Il-Hoon
    • Journal of Korean Society of Rural Planning
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    • v.14 no.3
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    • pp.37-51
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    • 2008
  • This study aims to build a model dealing with the location decision of new manufacturing firms and their land demand. The model is composed with 1) the binary logit model structure identifying a future probability of manufacturing firms to locate in a city and their land demand; and 2) the land use suitability of the land demand. The model was empirically tested in the case of Anseong City. We used establishment-level data for the manufacturing industry from the Report on Mining and Manufacturing Survey. 48 industry groups were scrutinized to find the location probability in the city and their land demand via logit model with the dependent variables: number of employment, land capital, building capital, total products, and value-added for a new industry since 2001. It is forecasted that the future land areas (to 2025) for the manufacturing industries in the city are $5.94km^2$ and additional land demand for clustering the existing industries scattered over the city is $2.lkm^2$. Five industrial complex locations were identified through the land use suitability analysis.

Algorithm for the Dynamic Restructuring Process in the Fractal Manufacturing System (프랙탈 생산시스템의 동적 재구성 프로세스 알고리듬)

  • Mun, Jung-Tae;Cha, Young-Pil;Shin, Moon-Soo;Jung, Moo-Young
    • IE interfaces
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    • v.17 no.spc
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    • pp.46-51
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    • 2004
  • In order to quickly respond to the rapidly changing manufacturing environment, it is imperative for the system to have such capabilities as flexibility, adaptability, reusability, etc. One of the promising approaches for new manufacturing paradigm satisfying those capabilities is the fractal manufacturing system (FrMS). The FrMS can be optimized by reorganizing the structure of fractals through the dynamic restructuring process (DRP) to deal with the changes of environment. Through the DRP, the logical connections between fractals and roles of fractals are autonomously changed. To determine an appropriate fractal structure, certain rules are needed to build and evaluate alternative structures for fractals involved in the DRP. In this paper, an algorithm for the DRP-, which is invoked when some equipment are unavailable, is introduced and explained with examples.

Analysis of Collaborization and Extraction of Technologies to Develop Collaboration Systems for Manufacturing Companies (제조기업의 협업화 분석 및 협업시스템 구축기술 도출)

  • Ryu, Kwang-Yeol;Kim, Bo-Hyun;Choi, Hon-Zong
    • IE interfaces
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    • v.23 no.2
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    • pp.182-192
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    • 2010
  • Customer needs for final products are very unpredictable because product specifications and technologies are being improved very quickly thereby their requirement level is also elevated correspondingly. In order to survive and to enhance competitiveness in the global market, many manufacturing companies are trying to find a breakthrough from collaborization. Even though they want to collaborate with others, however, they do not exactly know what kind of system they have to develop or which technology they have to use. In this paper, therefore, we first investigate status and trend of information systems and infrastructure that are essential for collaboration. We then clearly describe definition and classification of collaboration with various point of views considering collaboration pattern, timing condition of collaborative activities, organizational structure, etc. With web-based collaboration systems already developed by i-Manufacturing (Korean-style Manufacturing Innovation) project, led by Korean government from 2004, we introduce main functions and analyze collaboration types of each system. Strategically important technologies for supporting collaboration will also be illustrated by reorganizing collaborization technologies after evaluating them with respect to emergency and importance of each technology. We hope this research will provide a guideline on collaboration especially for small and medium sized manufacturing companies.

Correlation Analysis on Semiconductor Process Variables Using CCA(Canonical Correlation Analysis) : Focusing on the Relationship between the Voltage Variables and Fail Bit Counts through the Wafer Process (CCA를 통한 반도체 공정 변인들의 상관성 분석 : 웨이퍼검사공정의 전압과 불량결점수와의 관계를 중심으로)

  • Kim, Seung Min;Baek, Jun-Geol
    • Journal of Korean Institute of Industrial Engineers
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    • v.41 no.6
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    • pp.579-587
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    • 2015
  • Semiconductor manufacturing industry is a high density integration industry because it generates a vest number of data that takes about 300~400 processes that is supervised by numerous production parameters. It is asked of engineers to understand the correlation between different stages of the manufacturing process which is crucial in reducing production costs. With complex manufacturing processes, and defect processing time being the main cause. In the past, it was possible to grasp the corelation among manufacturing process stages through the engineer's domain knowledge. However, It is impossible to understand the corelation among manufacturing processes nowadays due to high density integration in current semiconductor manufacturing. in this paper we propose a canonical correlation analysis (CCA) using both wafer test voltage variables and fail bit counts variables. using the method we suggested, we can increase the semiconductor yield which is the result of the package test.

Technology Trend of the additive Manufacturing (AM) (적층식 제조(Additive manufacturing) 기술동향)

  • Oh, Ji-Won;Na, Hyunwoong;Choi, Hanshin
    • Journal of Powder Materials
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    • v.24 no.6
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    • pp.494-507
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    • 2017
  • A three-dimensional physical part can be fabricated from a three-dimensional digital model in a layer-wise manner via additive manufacturing (AM) technology, which is different from the conventional subtractive manufacturing technology. Numerous studies have been conducted to take advantage of the AM opportunities to penetrate bespoke custom product markets, functional engineering part markets, volatile low-volume markets, and spare part markets. Nevertheless, materials issues, machines issues, product issues, and qualification/certification issues still prevent the AM technology from being extensively adopted in industries. The present study briefly reviews the standard classification, technological structures, industrial applications, technological advances, and qualification/certification activities of the AM technology. The economics, productivity, quality, and reliability of the AM technology should be further improved to pass through the technology adoption lifecycle of innovation technology. The AM technology is continuously evolving through the introduction of PM materials, hybridization of AM and conventional manufacturing technologies, adoption of process diagnostics and control systems, and enhanced standardization of the whole lifecycle qualification and certification methodology.

A Study on the Performance of TQM Adoption of the Manufacturing Firms (제조기업의 TQM 도입성과에 관한 연구)

  • 양창호
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.21 no.46
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    • pp.103-118
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    • 1998
  • This study closely examines quality management's realities which manufacturing firms have and effective result controls access formula by comparison and analysis on the product of introduction quality control realities and quality management of manufacturing firms in Chollabukdo. In order to accomplish the purpose of this study, this research was progressed as order of literature review and survey. After literature review this study drew up questionnaire on the basis of foregoing literature and executed survey on manufacturing business taking TQM(Total Quality Management) in Chollado's area. The result of analysis are as follows. First, according to the analysis manufacturing of industry's realities, investment in TQM techniques seems to contribute to the performance of manufacturing firms, but most of manufacturing firms quality control do not have strategic orientations. Conseqently, general and strategic quality management system suitable for the realities of manufacturing industry are required. Second, It seems that manufacturing industry didn't recognize strategic importance for competitive advantage. Namely, It was found that firms with less TQM executed non-strategic quality management, compared with firms more TQM.

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An Analysis on the Forecasting Demand and Supply of Regional Industrial Labor for Customized Nurturing Human Resource: Focused on Manufacturing Industry in Chung-Nam Province (맞춤형 인력양성을 위한 지역 산업인력 수급분석: 충남지역 제조업을 중심으로)

  • Jung, Hae Yong
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.7 no.2
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    • pp.147-159
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    • 2011
  • In this paper the demand and supply of labor are forecasted over the next 10 years for customized nurturing human resource focused on Manufacturing Industry in Chung-Nam Province. Despite that the industrial structure is rapidly changing, industrial labors are nurturing on the basis of past industrial structure. This research is conducted for reducing mismatched labors throughout forecasting human resources until 2020. As a practical approach, the BLS Methodology is partially utilized. And the previous researches and official statistics data are reviewed. In conclusion, this study presents that more human resources on Manufacturing Industry than other Industries will be needed in Chung-Nam province. In details, it shows that there will be required more Industrial labors for strategic industries for examples, Audio and Video related industry, and Car related industry which is propelling by overall local government. In additions, policy implications are developed by analyzing current status and forecasting the labor demand and supply in the Chung-Nam Manufacturing sector.

BPMS Application for RFID based Manufacturing Operation Management (RFID 기반 생산운영 프로세스에서의 BPMS 적용)

  • Kim, Tae-Dong;Kang, Dong-Hun;Choi, Byoung-Kyu
    • IE interfaces
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    • v.21 no.4
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    • pp.435-443
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    • 2008
  • RFID (Radio Frequence Identification) is emerging technology and it is used for many fields. The research about RFID has been focused on hardware such as increasing hitting ratio. But recently the research about how and where RFID can apply is going on. Especially people are doing research about connecting RFID with existing information system. In this paper, when BPM manage RFID based manufacturing operation process, we show components which is needed and how we can obtain the components. And we apply this to straw manufacturing process on experiment. The claim-handling process and order-handling process which need improvement in straw manufacturing are chosen and we improve those processes. For executing the improved process, we define components which are database, data acquisition workflow and real-time event processing system and then we make prototype system.