• 제목/요약/키워드: Weight Model

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Advanced Process Control of the Critical Dimension in Photolithography

  • Wu, Chien-Feng;Hung, Chih-Ming;Chen, Juhn-Horng;Lee, An-Chen
    • International Journal of Precision Engineering and Manufacturing
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    • 제9권1호
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    • pp.12-18
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    • 2008
  • This paper describes two run-to-run controllers, a nonlinear multiple exponential-weight moving-average (NMEWMA) controller and a dynamic model-tuning minimum-variance (DMTMV) controller, for photolithography processes. The relationships between the input recipes (exposure dose and focus) and output variables (critical dimensions) were formed using an experimental design method, and the photolithography process model was built using a multiple regression analysis. Both the NMEWMA and DMTMV controllers could update the process model and obtain the optimal recipes for the next run. Quantified improvements were obtained from simulations and real photolithography processes.

반응표면 모델을 이용한 2층열차 차체의 경량화 설계 (Weight Minimization of a Double-Deck Train Carbody using Response Surface Method)

  • 황원주;김형진
    • 한국철도학회:학술대회논문집
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    • 한국철도학회 2005년도 춘계학술대회 논문집
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    • pp.453-458
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    • 2005
  • Weight minimization of double-deck train carbody is imperative to reduce cost and extend life-time of train. It is required to decide 36 thickness of aluminum extruded panels. However, the design variables are two many to tract. moreover, one execution of structural analysis of double-deck carbody is time-consuming. Therefore, we adopt approximation technique to save computational cost of optimization process. Response surface model is used to apporximate static response of double-deck carbody. To obtain plausible response surface model, orthogonal array is empolyed as design of experiment(DOE). Design improvement by approximate model-based optimization is described. Accuracy and efficiency of optimization by using response surface model are discussed.

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TTX 판토그라프 틸팅 구조물의 경량화 설계 (A Weight Reduction Model of TTX Pantograph Tilting Structure)

  • 이민수;한재흥;김기남;고태환
    • 한국철도학회:학술대회논문집
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    • 한국철도학회 2005년도 추계학술대회 논문집
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    • pp.164-169
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    • 2005
  • The TTX(Tilting Train eXpress) is designed to achieve high driving speed up to 200 km/h and to run on conventional curved rails without speed reduction. In order to maintain power collection between catenary and pantograph collector while train body is tilted, the TTX pantograph must have tilting structure (or Sledge). The power quality is determined by the tilting structure. Static and dynamic characteristics of tilting structure, therefore, are important to evaluate the pantograph performance. The current prototype of the tilting structure is overweight model and its structural characteristics have not been investigated. In this study, the finite element model of TTX tilting structure is established and static analysis is performed. Finally, using this result, a light weight model is proposed.

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Identification of the Relationship between Operating Conditions and Polymer Qualities in a Continuous Polymerization Reactor

  • Jeong, Boong-Goon;Yoo, Kee-Youn;Rhee, Hyun-Ku
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1998년도 제13차 학술회의논문집
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    • pp.501-506
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    • 1998
  • A mathematical model is developed to describe the relationship between the manipulated variables (e.g. jacket inlet temperature and feed flow rate) and the important qualities (e.g conversion and weight average molecular weight (Mw)) in a continuous polymerization reactor. The subspace-based identification method for Wiener model is used to retrieve from the discrete sample data the accurate information about both the structure and initial parameter estimates for iterative parameter optimization methods. The comparison of the output of the identified Wiener model with the outputs of a non-linear plant model shows a fairly satisfactory degree of accordance.

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Property Control in a Continuous MMA Polymerization Reactor using EKF based Nonlinear Model Predictive Controller

  • Ahn, Sung-Mo;Park, Myung-June;Rhee, Hyun-Ku
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1998년도 제13차 학술회의논문집
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    • pp.468-473
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    • 1998
  • A mathematical model was developed for a continuous re-actor in which free radical polymerization of methyl methacrylate (MMA) occurred. Elementary reactions considered in this study were initiation, propagation, termination, and chain transfers to monomer and solvent. The reactor model took into account the density change of the reactor contents and the gel effect. A control system was designed for a continuous reactor using extended Kalman filter (EKF) based non-linear model predictive controller (NLMPC) to control the conversion and the weight average molecular weight of the polymer product. Control input variables were the jacket inlet temperature and the feed flow rate. For the purpose of validation of the control strategy, on-line digital control experiments were conducted with densitometer and viscometer for the measurement of the polymer properties. Despite the com-plex and nonlinear features of the polymerization reaction system, the EKF based NLMPC performed quite satisfactorily for the property control of the continuous polymerization reactor.

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Using DEA and AHP for Hierarchical Structures of Data

  • Pakkar, Mohammad Sadegh
    • Industrial Engineering and Management Systems
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    • 제15권1호
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    • pp.49-62
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    • 2016
  • In this paper, we propose an integrated data envelopment analysis (DEA) and analytic hierarchy process (AHP) methodology in which the information about the hierarchical structures of input-output data can be reflected in the performance assessment of decision making units (DMUs). Firstly, this can be implemented by extending a traditional DEA model to a three-level DEA model. Secondly, weight bounds, using AHP, can be incorporated in the three-level DEA model. Finally, the effects of incorporating weight bounds can be analyzed by developing a parametric distance model. Increasing the value of a parameter in a domain of efficiency loss, we explore the various systems of weights. This may lead to various ranking positions for each DMU in comparison to the other DMUs. An illustrative example of road safety performance for a set of 19 European countries highlights the usefulness of the proposed approach.

자전거 핸들의 강도 해석에 의한 내구성 연구 (Durability Study by Strength Analysis of Bicycle Handle)

  • 한문식;조재웅
    • 한국기계가공학회지
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    • 제18권10호
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    • pp.1-7
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    • 2019
  • Most of people are riding on their own bicycle due to the health and environmental pollution problems. The weight must be light in order to run farther and easier by bicycle. The durability will be reduced due to the light weight of tubes and handles at bicycle. To solve this problem, the three bicycle handle models 1, 2 and 3 were compared with each other for structural analysis. The structural analysis was carried out in this study. Among three models, model 2 and model 3 had the highest and lowest strengths at the structural analysis results, respectively. At this study result, model 1 is thought to be the balanced excellent model with no defect among three models.

위상최적화 기법을 이용한 반도체 공정용 압력방폭형 외함 도어의 보강 패턴 최적화 (Topology Optimization of Reinforcement Pattern for Pressure-Explosion Proof Enclosure Door in Semiconductor Manufacturing Process )

  • 김영상;신동석;전의식
    • 반도체디스플레이기술학회지
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    • 제22권2호
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    • pp.56-63
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    • 2023
  • This paper presents a method using finite element analysis and topology optimization to address the issue of overdesign in pressure-explosion proof enclosure doors for semiconductor manufacturing processes. The design conducted in this paper focuses on the pattern design of the enclosure door and its fixation components. The process consists of a solid-filled model, a topology optimization model, and a post-processing model. By applying environmental conditions to each model and comparing the maximum displacement, maximum equivalent stress, and weight values, it was confirmed that a reduction of about 13% in weight is achievable.

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생체분자 퍼셉트론의 신뢰성 향상을 위한 열역학 기반 가중치 코딩 방법 (Thermodynamics-Based Weight Encoding Methods for Improving Reliability of Biomolecular Perceptrons)

  • 임희웅;유석인;장병탁
    • 한국정보과학회논문지:소프트웨어및응용
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    • 제34권12호
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    • pp.1056-1064
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    • 2007
  • 생체분자 컴퓨팅은 DNA와 같은 생체 분자를 이용하여 정보를 표현하고 처리하는 새로운 컴퓨팅 패러다임이다. 작은 부피에 존재하는 무수히 많은 분자와 화학 반응에 내재된 대규모 병렬성은 새로운 개념의 고성능 계산 기법에 영감을 주었고 이를 바탕으로 다양한 계산 모델 및 문제 해결을 위한 분자알고리즘이 개발되었다. 한편 생체 분자를 이용한 정보처리라는 특징은 생물학 문제에 적용될 수 있는 가능성을 시사한다. 유전자 발현 패턴과 같은 생화학적 분자 정보의 분석을 위한 도구로서의 가능성을 가지고 있는 것이다. 이러한 맥락에서 DNA 컴퓨팅 기반의 생체분자 퍼셉트론 모델이 제안되었고 그 실험적 구현 결과가 제시된 바 있다. 생체분자 퍼셉트론의 핵심인 가중치 표현 및 가중치-합 연산은 입력 분자와 가중치를 표현하는 프로브 분자간의 경쟁적 혼성화 반응에 기반하고 있다. 그러나 그 혼성화 반응에서 열역학적 대칭성을 가정하고 있기 때문에 사용하는 프로브에 따라 가중치 표현의 오차가 있을 수 있다. 본 논문에서는 비대칭적인 열역학적 특성을 고려하여 일반화된 혼성화 반응 모델을 제시하고, 이를 바탕으로 신뢰성 있는 생체 분자 퍼셉트론의 구현을 위한 가중치 코딩 방법을 제안한다. 그리고 본 논문에서 제시한 가중치 표현 방법의 정확성을 이전 모델과 컴퓨터 시뮬레이션을 통해 비교하고 한계 오차를 만족하기 위한 조건을 제시한다.

Determination of the Amino Acid Requirements and Optimum Dietary Amino Acid Pattern for Growing Chinese Taihe Silky Fowls in Early Stage

  • Li, Guanhong;Qu, Mingren;Zhu, Nianhua;Yan, Xianghua
    • Asian-Australasian Journal of Animal Sciences
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    • 제16권12호
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    • pp.1782-1788
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    • 2003
  • A mathematical model has been constructed to estimate the amino acid requirements for growing Taihe silky fowls in early stage. A requirement was taken as the sum of the needs for maintenance, for gain in carcass weight without feathers, and for the feathers. The maintenance requirement was considered to be the sum of the needs for replacing skin and intestinal losses and for the obligatory creatinine excretion in the urine. A comparative slaughter trial and nitrogen balance trials with growing and adult Taihe silky fowls, respectively, were conducted to estimate the parameters in the model. The amino acid requirements were then calculated with the constructed models. The results showed as following: the replacement needs for skin nitrogen loss was determined at 213.41 mg/d for adult male fowls (body weight 1.60 kg); creatinine excretion in these birds was 4.04 mg/d. when fed an nitrogen-free diets, the adult male fowls with body weight 1.60 kg excreted a total of 246.10 mg/d endogenous nitrogen. The net protein requirement for maintenance was estimated at $11.24mg/w_g{^{0.75}}/d$Per gram of body weight gain contained 27.18 mg carcass nitrogen for growing birds in early stage, but feathers nitrogen in per gram of body weight gain increased with age. The amino acid requirements for growing Taihe silky fowls were slightly higher than for starting and growing pullets, but lower than that of broiler chicks. The amino acid requirements patterns changed with weeks of age.