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The Roundness Prediction at Numerical Control Machine Using Neural Network (수치제어 공작기계에서 신경망을 이용한 진원도 예측)

  • Shin, Kwan-Soo
    • Journal of the Korean Society of Manufacturing Technology Engineers
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    • v.18 no.3
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    • pp.315-320
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    • 2009
  • The purpose of this study is to predict the roundness of Numerical Control Machining so that helps the operator to choose the right machining conditions to produce a product within the given error limits. Learning of neural network is Backpropagation theory. From this study, the base was set to setup the database to produce precisely machined product by predicting the rate of error in the fabrication facility which does not have the environment to analyze it.

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Nucleation kinetics and technology design for crystal growth from aqueous solution

  • Kidyarov, B.I.
    • Journal of the Korean Crystal Growth and Crystal Technology
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    • v.13 no.2
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    • pp.51-55
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    • 2003
  • The interrelation into nucleation and thermodynamic parameters of solutions has been established by plotting of various dependencies: the enthalpy of dissolution, solubility product and super-solubility on ionic salt radii and also the extent of deviation from an ideal Debye -Huckel model of electrolyte solution on solubility product. The possible methods of perfect crystal growth from aqueous solution have been found a priori by separating of known set of pair values of solubility and super-solubility into no less than six-nine characteristic and distinctive sub-sets.

EINSTEIN SPACES AND CONFORMAL VECTOR FIELDS

  • KIM DONG-SOO;KIM YOUNG HO;PARK SEONG-HEE
    • Journal of the Korean Mathematical Society
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    • v.43 no.1
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    • pp.133-145
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    • 2006
  • We study Riemannian or pseudo-Riemannian manifolds which admit a closed conformal vector field. Subject to the condition that at each point $p{\in}M^n$ the set of conformal gradient vector fields spans a non-degenerate subspace of TpM, using a warped product structure theorem we give a complete description of the space of conformal vector fields on arbitrary non-Ricci flat Einstein spaces.

Enhanced Upper Bound for Erasure Recovery in SPC Product Codes

  • Muqaibel, Ali
    • ETRI Journal
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    • v.31 no.5
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    • pp.518-524
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    • 2009
  • Single parity check (SPC) product codes are simple yet powerful codes that are used to correct errors and/or recover erasures. The focus of this paper is to evaluate the performance of such codes under erasure scenarios and to develop a closed-form tight upper bound for the post-decoding erasure rate. Closed-form exact expressions are derived for up to seven erasures. Previously published closed-form bounds assumed that all unrecoverable patterns should contain four erasures in a square. Additional non-square patterns are accounted for in the proposed expressions. The derived expressions are verified using exhaustive search. Eight or more erasures are accounted for by using a bound. The developed expressions improve the evaluation of the recoverability of SPC product codes without the need for simulation or search algorithms, whether exhaustive or novel.

A Study on the Integrated Operation of Product Certification and System Authentication (제품 인증과 시스템 인증의 통합운영에 대한 연구)

  • Choi, Weon-Yong;Rhee, Jong-Tae
    • IE interfaces
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    • v.16 no.4
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    • pp.496-506
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    • 2003
  • This study examines the background and necessity of the product certification (KS) and the system authentication (ISO 9000), and their characteristic so as to compare and analyze the possibility of interaction of product certification and system authentication. It tries to suggest an efficient operation system as an integrated management system and analyzes the certification case of K, a manufacturer of kitchen utensils. We believe that the study will help companies minimize their expenses and efforts to establish, operate, and maintain the corporate standard system. In addition, to effectively achieve our goal, we have also made a study of both literature and case and suggested technical guidance to get integrated management system certification. By these methods, we analyzed the effects and problems that come with the introduction and application of the integrated system of product certification and system authentication in order to set up a system to fit to the mechanism of Korean companies. Moreover, we have suggested the model of integrated operation and the benefits that come after acquiring certification.

Design Data Exchange in an Integrated Architectural Design Environment: A Product Model Approach Using STEP Technology (통합 건축 설계 환경에서의 설계 정보의 교환에 관한 연구: STEP을 이용한 Product Modeling 접근 방법)

  • 김인한;김유진
    • Korean Journal of Computational Design and Engineering
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    • v.2 no.1
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    • pp.44-52
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    • 1997
  • A design process is difficult to describe comprehensively because a design problem has a multi-disciplinary nature and the design itself evolves as solutions are attempted by the designer. The process of design has been investigated in this paper with the purpose of characterizing the role that a system of this kind may have. In defining the system, an approach has been used that privileges the relationships with the existing CAD tools based on data exchange standards in course of definition today. Integrated design environment normally consists of a centralized data model a data management system and a set of CAD tools. In this study, all further investigations are directed towards the data management system, as one of the main components of the proposed environment. Moreover, product modeling, as a prerequisite for the data management core, is taken into special consideration.

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The Effect of Individual's on Absorptive Capacity on Process and Product Innovation (개인의 흡수 역량이 프로세스 및 제품 혁신에 미치는 영향에 대한 연구)

  • Jang, Jae-Seung;Lee, Junyeong;Kwak, Chanhee;Lee, Heeseok
    • Knowledge Management Research
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    • v.17 no.1
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    • pp.135-154
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    • 2016
  • Absorptive capacity has been increasingly thought of as a potential source of innovation. From the knowledge management perspective, absorptive capacity is composed of a set of activities dealing with acquisition, assimilation, transformation, and exploitation of external and internal knowledge. This study investigates what relationship the absorptive capacity of individuals who have technical knowledge in the organization has with process innovation and product innovation. Mobile based survey was conducted from the employees working for the largest electronics manufacturer in Korea. The analyzed data was based on 156 responses from 199 participants. The analysis result shows that four phases of absorptive capacity such as acquisition, assimilation, transformation and exploitation have different effects on process innovation and product innovation, respectively. Specifically, transformation is found to be most critical in leading to innovation.

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Static Control of Boolean Networks Using Semi-Tensor Product Operation (Semi-Tensor Product 연산을 이용한 불리언 네트워크의 정적 제어)

  • Park, Ji Suk;Yang, Jung-Min
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.66 no.1
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    • pp.137-143
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    • 2017
  • In this paper, we investigate static control of Boolean networks described in the framework of semi-tensor product (STP) operation. The control objective is to determine control input nodes and their logical values so as to stabilize the considered Boolean network to a desired fixed point or cycle. Using topology of Boolean networks such as incidence matrix and hub nodes, a set of appropriate control input nodes is selected, and based on STP operations, we assign constant control inputs so that the controlled network can converge to a prescribed fixed point or cycle. To validate applicability of the proposed scheme, we conduct a numerical study on the problem of determining control input nodes for a Boolean network representing hierarchical differentiation of myeloid progenitors.

A Study on the Dimension of Quality of Telecommunications (정보통신기기의 품질차원에 관한 연구)

  • Son, Eun-Il
    • Journal of Industrial Convergence
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    • v.1 no.2
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    • pp.3-15
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    • 2003
  • Many researches have concluded that product advantage or superiority is the most important factor for the commercial success of new products. However, the specific dimensions of product advantage have not been studied as yet. In order to know what kind of product attributes have been major determinants of commercial success, telecommunications winning products from 1985 to 1997 in the Korean market were examined. As results of the analysis, the determinants are classified into function, aesthetics, economy, safety, usability, reliability, brand image, assurance, distribution channel, advertisement, DEF(design for the environment). This study augmented the data set through questionnaire survey to marketing professor in University. The results will be a cue to future of new product development.

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Spring-back Improvement According to the Shape Bead Arrangement of Cabin Sunroof in Construction Equipment (건설기계 Cabin Sunroof 형상비드 배치에 따른 스프링백 개선)

  • Bae, G.H.
    • Transactions of Materials Processing
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    • v.30 no.2
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    • pp.69-73
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    • 2021
  • This paper addresses the product shape modification for spring-back reduction in the sheet metal forming process of the cabin sunroof which is applied to the construction equipment. Initially, the anisotropic material properties are measured in order to calculate the degree of spring-back by the numerical simulation of the sheet metal forming process. To reduce the spring-back of the stamped part, several design modifications are suggested according to the geometrical bead arrangement on the planar region. The degrees of spring-back are confirmed for various product designs with different use of the geometrical bead. Finally, the spring-back improvement was validated by manufacturing the tryout product with the modified die set for the optimized product shape.