• Title/Summary/Keyword: fitting process

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Developed multiple linear regression model using genetic algorithm for predicting top-bead width in GMA welding process

  • Thao, D.T.;Kim, I.S.;Son, J.S.;Seo, J.B.
    • Proceedings of the KWS Conference
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    • 2006.10a
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    • pp.271-273
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    • 2006
  • This paper focuses on the developed empirical models for the prediction on top-bead width in GMA(Gas Metal Arc) welding process. Three empirical models have been developed: linear, curvilinear and an intelligent model. Regression analysis was employed fur optimization of the coefficients of linear and curvilinear model, while Genetic Algorithm(GA) was utilized to estimate the coefficients of intelligent model. Not only the fitting of these models were checked, but also the prediction on top-bead width was carried out. ANOVA analysis and contour plots were respectively employed to represent main and interaction effects between process parameters on top-bead width.

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Kinetics of the water absorption in GGBS-concretes: A capillary-diffusive model

  • Villar-Cocina, E.;Valencia-Morales, E.;Vega-Leyva, J.;Antiquera Munoz, J.
    • Computers and Concrete
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    • v.2 no.1
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    • pp.19-30
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    • 2005
  • We study the kinetics of absorption of water in Portland cement concretes added with 60, 70 and 80% of granulated blast furnace slag (GGBS) cured in water and at open air and preheated at 50 and $100^{\circ}C$. A mathematical model is presented that allows describing the process not only in early ages where the capillary sorption is predominant but also for later and long times where the diffusive processes through the finer and gel pores are considered. The fitting of the model by computerized methods enables us to determine the parameters that characterize the process: i.e., the sorptivity coefficient (S) and diffusion coefficient (D). This allows the description of the process for all times and offers the possibility to know the contributions of both, the diffusive and capillary processes. The results show the influence of the curing regime and the preheating temperature on the behavior of GGBS mortars.

감쇄위상변위마스크를 사용하는 메탈레이어 리토그라피공정의 오버레이 보정

  • 이우희;이준하;이흥주
    • Proceedings of the Korean Society Of Semiconductor Equipment Technology
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    • 2004.05a
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    • pp.159-162
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    • 2004
  • Problems of overlap errors and sidelobe printing by the design rule reduction in the lithography process using attenuated phase-shifting masks(attPSM) have been serious. Overlap errors and sidelobes can be simultaneously solved by the rule-based correction using scattering bars with the rules extracted from test patterns. Process parameters affecting the attPSM lithography simulation have been determined by the fitting method to the process data. Overlap errors have been solved applying the correction rules to the metal patterns overlapped with contact/via. Moreover, the optimal insertion rule of the scattering bars has made it possible to suppress the sidelobes and to get additional pattern fidelity at the same time.

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A study of Engineering analysis for improvement in practical use of RFID+4D system (RFID+4D 시스템 활용도 향상을 위한 엔지니어링 분석)

  • Hwang, Kyoung-Hoon;Ahn, Chi-Sun;Yoon, Su-Won;Schin, Sang-Yoon
    • Proceedings of the Korean Institute of Building Construction Conference
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    • 2011.05a
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    • pp.173-175
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    • 2011
  • A study is for improvement in practical use of RFID+4D. In the yard of construction industry, using information has become more important part to control total process. One of the way to improve the information using that comes from each step, RFID is getting attention. But it's not really adapted on construction industry. Especially, a study on the curtain wall part has a problem of engineering process. Each steps of curtain wall process are separated. If it' could be connect totally, controling information of curtain wall from producing to fitting become more efficient with adapted RFID+4D.

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An Analysis of Plastic Deformation Developed During Interference Fitting of Disk Brake Hub Bolt (디스크 브레이크 허브 볼트의 억지 끼워 맞춤에서 발생하는 소성변형의 해석)

  • Lee, J.S.;Kwak, S.Y.;Kang, S.
    • Transactions of Materials Processing
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    • v.17 no.6
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    • pp.407-411
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    • 2008
  • A brake system in automobile is one of the important parts that directly affect the safety of passengers. Particularly, disk brake module is applied to almost all kinds of automobile brake system due to its remarkable braking power and braking distance. In the disk brake module of an automobile, the bolt for tire wheel is assembled to the disk brake hub by interference fit(bolt pressing process). The process induces small deformation whose range is within tens of ${\mu}m$ and this deformation may cause the runout badness of the whole disk brake module, and even braking problems such as judder or squeal phenomena which makes the loss of braking efficiency. In this study, bolt pressing fit into hub was simulated by $ANSYS^{TM}$, a commercial structure analysis program. Also, the aspect and the cause of hub displacement were analyzed and the solution for decreasing runout of hub was proposed.

Development of Blade Surface Modeling System Using Point Data (점 데이터를 이용한 블레이드 곡면 모델링 시스템 개발)

  • Kim, Yeoung-Il
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • v.18 no.10
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    • pp.110-115
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    • 2019
  • Stationary and rotating blades can be found in a steam turbine generator and the airfoil shapes of these blades can be defined by point data from an aerodynamic design system. The main design process of blades is composed of two steps: first, the blade surface is modeled with the point data; and then, the section data is generated which contains composite curves with line segments and arcs for CAE of the blade. The surface is modeled by a curve-net defined by the point data, which may be extended to obtain the section data to model the blade. This paper presents methods for automating the above-mentioned steps, which have been implemented in the commercial CAD/CAM system, Unigraphics, with API functions written in C-language. Finally, the proposed methods have been applied to model the blade of a steam turbine generator.

A Study on Determine CONWIP(Constant Work In Process) System Model in the Dynamic Environment (동적환경하에서의 CONWIP(Constant Work In Process) 시스템 모델설정에 관한 연구)

  • 송관배;박재현;강경식
    • Journal of the Korea Safety Management & Science
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    • v.5 no.4
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    • pp.209-217
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    • 2003
  • The traditional Kanban needs a lot of preconditions for fitting conditions of dynamic production processing environment. The traditional Kanban isn't suitable conditions of dynamic production processing environment. Therefore conditions of dynamic production processing environment is needed more stable system. This study is describe CONWIP system such as suitable in dynamic production processing environment. Most Pull system is a Kanban system than use Kanban cards or signal for production management and inventory control. The object of Kanban system is reducing inventory between shop-floor that can reduce inventiry cost. If the system reduce the number of Kanban cards would be reduce the working process WIP, can be reduced and can be found all potential problem of production between shop-floors. This study apply to CONWIP system model for Korean industrial companies.

Analytical polarization curve of DMFC anode

  • Kulikovsky, A.A.
    • Advances in Energy Research
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    • v.1 no.1
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    • pp.35-52
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    • 2013
  • A model for DMFC anode performance is developed. The model takes into account potential--independent methanol adsorption on the catalyst surface, finite rate of proton transport through the anode catalyst layer (ACL), and a potential loss due to methanol transport in the anode backing layer. An approximate analytical half--cell polarization curve is derived and equations for the anode limiting current density are obtained. The polarization curve is fitted to the curves measured by Nordlund and Lindbergh and parameters resulted from the fitting are discussed.

A Design Study on Superconducting Monolith For Superconducting Pulse Magnet (초전도펄스 마그네트 선재설계에 관한 연구)

  • 노완수;한송엽;황석영;이승원
    • The Transactions of the Korean Institute of Electrical Engineers
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    • v.39 no.8
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    • pp.805-812
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    • 1990
  • In this paper, a design on the superconducting monolith for superconducting pulse magnet is described. Both stability and AC loss parameters are used in the design process, which restricted various design parameters. Determined design parameters satisfy both stability and AC loss restrictions. Finally superconducting monolith is flattened, fitting for magnet and acquiring transposition effect.

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Generation of SAC using a ASMOD and a Hybrid curve approximation (ASMOD와 혼합 곡선 근사법을 이용한 SAC의 생성)

  • 김현철;이경선;김수영
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 1997.10a
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    • pp.435-438
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    • 1997
  • This paper presents the process generating a SAC(Sectional Area Cure) by using ASMOD(Adaptive Spline Modeling of Observation Data). That is, we define SACs of real ships as B-spline curves by a hybrid cure approximation(which is the combination method of a B-spline fitting method and a genetic algorithm) and accumulate a database of control points. Then we let ASMOD learn from the correlation principal dimensions with control points.

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