• Title/Summary/Keyword: 어닐링

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A Simulated Annealing Algorithm for the Capacitated Lot-sizing and Scheduling problem under Sequence-Dependent Setup Costs and Setup Times (순서에 종속된 준비 시간과 준비 비용을 고려한 로트사이징 문제의 시뮬레이티드 어닐링 해법)

  • Jung, Jiyoung;Park, Sungsoo
    • Journal of Korean Institute of Industrial Engineers
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    • v.32 no.2
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    • pp.98-103
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    • 2006
  • In this research, the single machine capacitated lot-sizing and scheduling problem with sequence- dependent setup costs and setup times (CLSPSD) is considered. This problem is the extension of capacitated lot-sizing and scheduling problem (CLSP) with an additional assumption on sequence-dependent setup costs and setup times. The objective of the problem is minimizing the sum of production costs, inventory holding costs and setup costs satisfying customers' demands. It is known that the CLSPSD is NP-hard. In this paper, the MIP formulation is presented. To handle the problem more efficiently, a conceptual model is suggested, and one of the well-known meta-heuristics, the simulated annealing approach is applied. To illustrate the performance of this approach, various instances are tested and the results of this algorithm are compared with those of the CLPEX. Computational results show that this approach generates optimal or nearly optimal solutions.

Scheduling of a Flow Shop with Setup Time (Setup 시간을 고려한 Flow Shop Scheduling)

  • Kang, Mu-Jin;Kim, Byung-Ki
    • Proceedings of the KSME Conference
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    • 2000.04a
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    • pp.797-802
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    • 2000
  • Flow shop scheduling problem involves processing several jobs on common facilities where a setup time Is incurred whenever there is a switch of jobs. Practical aspect of scheduling focuses on finding a near-optimum solution within a feasible time rather than striving for a global optimum. In this paper, a hybrid meta-heuristic method called tabu-genetic algorithm(TGA) is suggested, which combines the genetic algorithm(GA) with tabu list. The experiment shows that the proposed TGA can reach the optimum solution with higher probability than GA or SA(Simulated Annealing) in less time than TS(Tabu Search). It also shows that consideration of setup time becomes more important as the ratio of setup time to processing time increases.

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Design Method for Multi-Stage Gear Drive (다단 치차장치의 설계법)

  • 정태형
    • Proceedings of the Korean Society of Machine Tool Engineers Conference
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    • 1999.10a
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    • pp.470-475
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    • 1999
  • Recently as the application of gear drive increases in high-speed and high-loading, the concern of designing multi-stage gear drive is being risen. Until now however, the research of gear drive is focused on single-stage gear drive and the design depends on experiences and know-how of designer and is carried out by trial and error. This research automated the basic design and the configuration design for two and three-stage gear drives which consist of cylindrical gears. In basic design, design is executed with two design processes, which minimize the overall volume of gear, and whose results are compared each other. In configuration design, the positions of gears are determined to minimize the volume of gearbox using the result of basic design and simulated annealing algorithm.

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Study on Hybrid Search Method Using Neural Network and Simulated Annealing Algorithm for Apparel Pattern Layout Design (뉴럴 네트워크와 시뮬레이티드 어닐링법을 하이브리드 탐색 형식으로 이용한 어패럴 패턴 자동배치 프로그램에 관한 연구)

  • Jang, Seung Ho
    • Journal of the Korean Society of Manufacturing Technology Engineers
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    • v.24 no.1
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    • pp.63-68
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    • 2015
  • Pattern layout design is very important to the automation of apparel industry. Until now, the genetic algorithm and Tabu search method have been applied to layout design automation. With the genetic algorithm and Tabu search method, the obtained values are not always consistent depending on the initial conditions, number of iterations, and scheduling. In addition, the selection of various parameters for these methods is not easy. This paper presents a hybrid search method that uses a neural network and simulated annealing to solve these problems. The layout of pattern elements was optimized to verify the potential application of the suggested method to apparel pattern layout design.

Mathematical Model Development of Whole-body Vertical Vibration, Using a Simulated Annealing Method (Simulated Annealing 기법을 이용한 인체 수직 전신 진동 모델의 파라미터 선정)

  • Choi, Jun-Hee;Kim, Young-Eun;Baek, Kwang-Hyun
    • Proceedings of the KSME Conference
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    • 2000.11a
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    • pp.381-386
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    • 2000
  • Simple spring-damper-mass models have been widely used to understand whole-body vertical biodynamic response characteristics of the seated vehicle driver. However, most previous models have not considered about the non-rigid masses(wobbling masses). A simple mechanical model of seated human body developed in this study included the torso represented by a rigid and a wobbling mass. Within the 0.5-20Hz frequency range and for excitation amplitudes maintained below $5ms^{-2}$, this 4-degree-of-freedom driver model is proposed to satisfy the measured vertical vibration response characteristics defined from a synthesis of published data for subjects seated erect without backrest support. The parameters are identified by using the combinatorial optimization technique, simulated annealing method. The model response was found to be provided a closer agreement with the response characteristics than previously published models.

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Investigation of pretilt generation by UV light irradiation during imidization of polyimide (폴리이미드 소성 시에 UV 광조사를 이용한 프리틸트 발생에 대한 연구)

  • 서대식;김형규
    • Journal of the Korean Institute of Electrical and Electronic Material Engineers
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    • v.13 no.1
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    • pp.75-79
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    • 2000
  • In this study, we investigated the pretilt angle generation and liquid crystal (LC) alignment by ultravi-olet (UV) light irradiation during imidization of polymide. The generated pretilt angle of nematic (N) LC by using the in-situ photo-alignment method was smaller than that of the conventional UV photo-alignment method. Also, generated pretilt angle of NLC tends to increase by annealing. In case of using the polymer(AL-3046), we found that the in-situ Uv photo-alignment method has higher thermal stability of LC alignment, but it has a disadvantage to control pretilt angle.

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Laser annealing on ZnO:P thin films (ZnO:P 박막의 레이저 어닐링 연구)

  • Chang, Hyun-Woo;Kang, Hong-Seong;Kim, Gun-Hee;Lim, Sung-Hoon;Lee, Sang-Yeol
    • Proceedings of the Korean Institute of Electrical and Electronic Material Engineers Conference
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    • 2005.11a
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    • pp.51-52
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    • 2005
  • Phosphorus doped ZnO thin films on (001) $Al_2O_3$ substrate have been prepared by a pulsed laser deposition (PLD) technique using a Nd:YAG laser. After deposition, phosphorus doped ZnO thin films have been annealed in vacuum, air, nitrogen, and oxygen ambients using pulsed Nd:YAG laser. We report the electrical properties of phosphorus doped ZnO thin films with the variation of the laser annealing conditions for the applications of optoelectronic devices.

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Analysis of Electrical Characteristics of High-Density Trench Gate Power DMOSFET Utilizing Self-Align and Hydrogen Annealing Techniques (자기 정열과 수소 어닐링 기술을 이용한 고밀도 트랜치 게이트 전력 DMOSFET의 전기적 특성 분석)

  • 박훈수;김종대;김상기;이영기
    • Journal of the Korean Institute of Electrical and Electronic Material Engineers
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    • v.16 no.10
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    • pp.853-858
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    • 2003
  • In this study, a new simplified technology for fabricating high density trench gate DMOSFETs using only three mask layers and TEOS/nitride spacer is proposed. Due to the reduced masking steps and self-aligned process, this technique can afford to fabricate DMOSFETs with high cell density up to 100 Mcell/inch$^2$ and cost-effective production. The resulting unit cell pitch was 2.3∼2.4${\mu}$m. The fabricated device exhibited a excellent specific on-resistance characteristic of 0.36m$\Omega$. cm$^2$ with a breakdown voltage of 42V. Moreover, time to breakdown of gate oxide was remarkably increased by the hydrogen annealing after trench etching.

Characteristics of Amorphous ITO:Yb Films Deposited by Magnetron Co-Sputtering (마그네트론 2원 동시 방전법을 이용하여 증착한 비정질 Yb-doped ITO 박막의 특성)

  • Jeong, Tae-Dong;Kim, Se-Il;Song, Pung-Geun
    • Proceedings of the Korean Institute of Surface Engineering Conference
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    • 2009.05a
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    • pp.189-189
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    • 2009
  • 다양한 증착 조건에서 마그네트론 2원 동시 방전법을 이용하여 유리기판위에 ITO (10wt% $SnO_2$ 타겟과 $Yb_{2}O_{3}$ 타겟을 사용하여 증착한 ITO:Yb 박막의 구조적, 전기적 특성을 연구하였다. 스퍼터 가스로서는 Ar 가스를 사용하였고, RF power가 0W이고 어닐링온도가 $200^{\circ}C$일 때, 가장 낮은 비저항 $2.442{\times}10^{-4}{\Omega}cm$을 나타내었다. ITO:Yb 박막의 전기적 특성은 Hall 효과 측정장비, 박막의 결정구조는 X-선 회절(XRD), 광학적 특성은 UV 측정장비를 사용하여 측정하였다.

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Phase Transformation Behaviors of Ni-Ti shape memory Alloys (Ni-Ti 형상기억합금의 상변환 거동 연구)

  • Zhou B.;Oh J.O.;Yoon S.H.
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2006.05a
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    • pp.87-88
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    • 2006
  • The phase transformation behaviors of Ni-Ti shape memory alloys were investigated through a DSC(Differential Scanning Calorimetry). The annealing temperatures were applied from $600^{\circ}C,\;700^{\circ}C,\;800^{\circ}C,\;and\;900^{\circ}C$ for their effects on the phase transformation behaviors. Based on the results of DSC, phase transformation behaviors of shape memory alloys can be predicted by Liang's phase transformation model or Tanaka's phase transformation model.

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