• Design & Manufacturing
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• 제16권3호
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• pp.1-8
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• 2022

In this study, an artificial neural network(ANN) was constructed to establish the relationship between process condition prameters and the qualities of the injection-molded product in the injection molding process. Six process parmeters were set as input parameter for ANN: melt temperature, mold temperature, injection speed, packing pressure, packing time, and cooling time. As output parameters, the mass, nominal diameter, and height of the injection-molded product were set. Two learning structures were applied to the ANN. The single-task learning, in which all output parameters are learned in correlation with each other, and the multi-task learning structure in which each output parameters is individually learned according to the characteristics, were constructed. As a result of constructing an artificial neural network with two learning structures and evaluating the prediction performance, it was confirmed that the predicted value of the ANN to which the multi-task learning structure was applied had a low RMSE compared with the single-task learning structure. In addition, when comparing the quality specifications of injection molded products with the prediction values of the ANN, it was confirmed that the ANN of the multi-task learning structure satisfies the quality specifications for all of the mass, diameter, and height.

• 대한방사선기술학회지:방사선기술과학
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• 제47권3호
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• pp.167-173
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• 2024

This study purpose to establish an appropriate target exposure index(EIT) using dose area product(DAP) and exposure index(EI) based on chest radiography. First, the system response experiment was conducted with radiation quality of RQA5 to compare the dosimetry and dose area product of equipment. Next, EI and DAP were acquired and analyzed while varying the dose in the diagnostic at 70kVp using a human body model phantom. The signal to noise ratio(SNR) of the obtained results was analyzed in the diagnostic with in the diagnostic reference level(DRL) application range. The DRL at percentage 25% had a dose of 0.17 mGy and EI was 83, and at percentage 75% the dose was 0.68 mGy and EI was 344. As the dose increased, the SNR in the subdiaphragm increased. To set the EIT, calibration must first be performed using a dosimeter and set within the DRL range to reflect the needs of the medical institution.

• 한국콘텐츠학회논문지
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• 제10권12호
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• pp.267-273
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• 2010

본 연구는 한국 대학생들을 대상으로 중국산 의류제품에 대한 중국 국가이미, 제품이미지 및 구매의도의 관계를 고찰하는데 주된 목적을 두었다. 분석 결과 중국 국가이미지 중 경제적 이미지, 문화적 이미지가 제품이미지에 긍정적인 영향을 미치고, 제품이미지는 구매의도에 긍정적인 영향을 미치는 것으로 나타났다. 연구 결과에 따르면 국가이미지를 중심으로 제품의 이미지에 초점을 맞추어 촉진활동을 하면 소비자의 구매행동유도에 효과적인 결과를 얻을 수 있을 것이다. 따라서 중국산 의류제품의 발전을 도모하기 위해서는 먼저 중국 국가차원의 국가이미지를 제고해야 하며, 그 결과로 제품이미지 및 구매의도를 향상시킬 수 있음을 시사하고 있다.

• 한국과학예술포럼
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• 제19권
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• pp.259-267
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• 2015

Product-Service Systems (PSS) has drawn significant attention since it can effectively address diverse values of consumers by integrating products and services. PSS has been defined as a system of products, services, supporting networks and infrastructure that is designed to satisfy customer needs and to generate values. Manufacturing companies can accomplish business innovation by devising new service elements and providing PSSs starting from their products. Such new efforts are called manufacturing servitization. With analysis of the company's business contexts, diverse strategies could be set for servitization. Services could be developed so that their product functions can be supported. On the other hand, new services could be devised to drive active emotional values of their customers in a broadly related manner with their products. In this way, different servitization strategies in service space could be employed. In this paper, the product-service integration spaces for comparison of product-service systems in manufacturing servitization is briefly sketched. Various issue spaces, termed dimensions, would be used including service space, customer space, value space and business model space. Diverse PSS cases, including well-known PSSs and brand new PSSs, will be classified and compared to demonstrate the product-service integration spaces.

• 한국지능시스템학회:학술대회논문집
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• 한국퍼지및지능시스템학회 1998년도 The Third Asian Fuzzy Systems Symposium
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• pp.240-245
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• 1998

Fuzzy information retrieval which uses the concept of fuzzy relation is able to retrieve documents in the way based on not morphology but semantics, dissimilar to traditional information retrieval theories. Fuzzy information retrieval logically consists of three sets : the set of documents, the set of terms and the set of queries. It maintains a fuzzy relational matrix which describes the relationship between documents and terms and creates a thesaurus with fuzzy relational product. It also provides the user with documents which are relevant to his query. However, there are some problems on building a thesaurus with fuzzy relational product such that it has big time complexity and it uses fuzzy values to be processed with flating-point. Actually, fuzzy values have to be expressed and processed with floating-point. However, floating-point operations have complex logics and make the system be slow. If it is possible to exchange fuzzy values with binary values, we could expect sp eding up building the thesaurus. In addition, binary value expressions require just a bit of memory space, but floating -point expression needs couple of bytes. In this study, we suggest a new method of building a thesaurus, which accelerates the operation of the system by pre-applying an ${\alpha}$-cut. The experiments show the improvement of performance and reliability of the system.

• 한국정밀공학회지
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• 제22권9호
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• pp.137-146
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• 2005

This paper describes a research work to develop a computer-aided design for the product made by progressive working of bending and piercing. An approach to the system for progressive working is based on the knowledge-based rules. Knowledge for the system is formulated from plasticity theories, experimental results and the empirical knowledge of field experts. The system has been written in AutoLISP on the AutoCAD with a personal computer and is composed of three main modules, which are input and shape treatment, flat pattern layout, strip layout modules. The system is designed by considering several factors, such as piercing and bending sequences by fuzzy set theory, complexities of blank geometry, punch profiles, and the availability of a press equipment. Strip layout drawing generated in the strip layout module is presented in 3-D graphic forms, including piercing and bending sequences with punch profiles divided into for external area. Results obtained using the modules enable the manufacturer for progressive working of electric products to be more efficient in this field.

• 한국전자통신학회논문지
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• 제15권3호
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• pp.389-396
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• 2020

좋은 품질의 제품을 얻기 위해서는 제품 자체에 대한 품질 적합성 검사 이전에 생산 및 시험 관련 설비에 대한 적절한 검증이 반드시 선행되어야 한다. 다양한 생산 및 시험 관련 설비 중에서도 ATE는 오늘날 자동차산업, 항공·우주산업, 반도체산업과 같은 민간분야 뿐만 아니라, 방위산업의 군수품 생산 및 성능시험에도 활발히 사용되고 있다. 본 논문은 다양한 방법을 활용하여 군용 FM 무전기 세트의 자동시험장비 인 ATS에 대해 체계적으로 설계 적합성 검증을 실시 한 결과를 다루고 있으며, 군수품 ATE에 대한 설계 적합성 검증 절차가 명문화 되어있지 않은 현 시점에 좋은 참고자료가 될 것으로 기대된다.

• 산업경영시스템학회지
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• 제39권3호
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• pp.139-146
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• 2016

This study proposes a methodology to analyse social networks among participating design engineers during product development projects. The proposed methodology enables product development managers or the participating design engineers to make a proper decision on product development considering the performance of participating design engineers. It considers a product development environment where an integrated product data management (PDM) system manages the product development data and associated product development processes consistently in its database, and all the design engineers share the product development data in the PDM database for their activities in the product development project. It provides a novel approach to build social networks among design engineers from an operational product development data in the PDM database without surveys or monitoring participating engineers. It automatically generates social networks among the design engineers from the product data and relationships specified by the participants during the design activities. It allows analysts to gather operational data for their analysis without additional efforts for understanding complex and unstructured product development processes. This study also provides a set of measures to evaluate the social networks. It will show the role and efficiency of each design engineers in the social network. To show the feasibility of the approach, it suggests an architecture of social network analysis (SNA) system and implemented it with a research-purpose PDM system and R, a statistical software system. A product configuration management process with synthetical example data is applied to the SNA system and it shows that the approach enables analysts to evaluate current position of design engineers in their social networks.

• 제품안전
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• 6호통권162호
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• pp.58-61
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• 2007

지난 호에는 컬러수상기의 구조, 전자빔의 원리 및 비월주사의 구조에 대해서 알아보았다. 이어서 이번호에는 TV수신용 안테나(antenna), 튜너(tuner) 등의 원리 및 구조에 대해서 알아보도록 하겠다.

• 대한수학회지
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• 제36권4호
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• pp.823-823
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• 1999