• 제목/요약/키워드: Multi-step method

검색결과 643건 처리시간 0.023초

인공신경망을 이용한 다단 인발 공정 설계 (Process Design of Multi-Step Wire Drawing using Artificial Neural Network)

  • 김동환;김동진;김병민
    • 소성∙가공
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    • 제7권2호
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    • pp.127-138
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    • 1998
  • Process design of multi-step wire drawing process, conducted by means of finite element analysis and ANN(Artificial Neural Network) has been considered. The investigated problem involves the ade-quate selection of the drawing die angle and the correspondent reduction rate in the condition of desired initial and final diameter. Combinations of the process parameters which are used in finite ele-ment simulation are selected by using the orthogonal array. Also the orthogonal array. Also the orthogonal array and the results of finite element simulation which are related to the process energy are used as train data of ANN. In this study it is shown that the application of new technique using ANN and Othogonal array table to the process design of metal forming process is useful method.

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축교정을 위한 기하학적 진직도 적응제어기 설계 (Design of a Geometric Adaptive Straightness Controller for Shaft Straightening Process)

  • 김승철;정성종
    • 대한기계학회논문집A
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    • 제24권10호
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    • pp.2451-2460
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    • 2000
  • In order to minimize straightness error of deflected shaft, a geometric adaptive straightness controller system is studied. A multi-step straightening and a three-point bending process have been developed for the geometric adaptive straightness controller. Load-deflection relationship, on-line identification of variations of material properties, on-line springback prediction, and real-time hydraulic control methodology are studied for the three-point bending process. By deflection pattern analysis and fuzzy self-learning method in the multi-step straightening process, a straightening point and direction, desired permanent deflection and supporting condition are determined. An automatic straightening machine has been fabricated for rack bars by using the developed ideas. Validity of the proposed system is verified through experiments.

다단 그래프 모델을 이용한 빠른 표준셀 배치 알고리즘 (A One-Pass Standard Cell Placement Algorithm Using Multi-Stage Graph Model)

  • 조환규;경종민
    • 대한전자공학회논문지
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    • 제24권6호
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    • pp.1074-1079
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    • 1987
  • We present a fast, constructive algorithm for the automatic placement of standard cells, which consists of two steps. The first step is responsible for cell-row assignment of each cell, and converts the circuit connectivity into a multi-stage graph under to constraint that sum of the cell-widths in each stage of the multi-state graph does not exceed maximum cell-row width. Generatin of feed-through cells in the final layout was shown to be drastically reduced by this step. In the second step, the position of each cell within the row is determined one by one from left to right so that the cost function such as the local channel density is minimized. Our experimental result shows that this algorithm yields near optimal results in terms of the number of feed-through cells and the horizontal tracks, while running about 100 times faster than other iterative procedures such as pairwise interchange and generalized force directed relaxation method.

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신경망을 이용한 다단 인발의 공정설계 (Process Design of Multi-Step Drawing using Artificial Neural Network)

  • 김동환;김동진;김병민;최재찬
    • 한국소성가공학회:학술대회논문집
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    • 한국소성가공학회 1997년도 춘계학술대회논문집
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    • pp.144-147
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    • 1997
  • Process design of multi-step wire drawing process, conducted by means of finite element analysis and ANN(Artificial Neural Network), has been considered. The investigated problem involves the adequate selection of the drawing die angle and the correspondent reduction rate sequence in the condition of desired initial and final diameter. Combinations of the process parameters which are used in finite element simulation are selected by using orthogonal array. Also the orthogonal array and the results of finite element simulation which are related to the process energy are used as train data of ANN. In this study, it is shown that the new technique using ANN is useful method in application to the wide range of metal forming process.

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고속도로 터널막장 천단부의 붕락구간에 대한 지반보강 (The Ground Reinforcement on Daylight Collapsed Block of Crown Head in the Face of the Tunnel of Highway)

  • 천병식;정덕교;한기식;정진교
    • 한국지반공학회:학술대회논문집
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    • 한국지반공학회 1999년도 봄 학술발표회 논문집
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    • pp.323-330
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    • 1999
  • Daylight collapse have been occurred by about 5.0m deep at ground surface and collapse of the crown head part of the tunnel have connected to the ground surface during first step of shotcrete work after blasting of upper half section of the tunnel driving at two-way double track tunnel face section on highway construction. This study is for a successful illustration case for the earth improvement method through applying such strengthening methods as cement milk grouting, S.G.R grouting,, steel pipe reinforced multi-step grouting etc. for the purpose of earth strengthening of loosened earth block occurred by tunnel collapse.

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Pareto 최적점 기반 다목적함수 기법 개발에 관한 연구 (Development of a Multi-objective function Method Based on Pareto Optimal Point)

  • 나승수
    • 대한조선학회논문집
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    • 제42권2호
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    • pp.175-182
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    • 2005
  • It is necessary to develop an efficient optimization technique to optimize the engineering structures which have given design spaces, discrete design values and several design goals. As optimization techniques, direct search method and stochastic search method are widely used in designing of engineering structures. The merit of the direct search method is to search the optimum points rapidly by considering the search direction, step size and convergence limit. And the merit of the stochastic search method is to obtain the global optimum points by spreading point randomly entire the design spaces. In this paper, a Pareto optimal based multi-objective function method (PMOFM) is developed by considering the search direction based on Pareto optimal points, step size, convergence limit and random search generation . The PMOFM can also apply to the single objective function problems, and can consider the discrete design variables such as discrete plate thickness and discrete stiffener spaces. The design results are compared with existing Evolutionary Strategies (ES) method by performing the design of double bottom structures which have discrete plate thickness and discrete stiffener spaces.

시공단계를 고려할 수 있는 유한요소 해석 모델 개발 (Development of finite element analysis model for multi-step excavation problem)

  • 이연규
    • 터널과지하공간
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    • 제6권4호
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    • pp.326-334
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    • 1996
  • In underground construction the multi-step excavation sequence is commonly adopted for the convenience of the underground work. A numerical simulation method which is capable of analyzing the effects of excavation sequence on the stability of the opening is greatly needed. In this study a two dimensional finite element code was developed based on the effective numerical algorithm for the multistep excavation. The practical applicability of the model was verified for the simplified excavation sequences.

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축교정기를 위한 자동굽힘공정제어기 설계 (Automatically Bending Process control for Shaft Straightening Machine)

  • 김승철
    • 한국공작기계학회:학술대회논문집
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    • 한국공작기계학회 1998년도 추계학술대회 논문집
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    • pp.54-59
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    • 1998
  • In order to minimize straightness error of deflected shafts, a automatically bending process control system is designed, fabricated, and studied. The multi-step straightening process and the three-point bending process are developed for the geometric adaptive straightness control. Load-deflection relationship, on-line identification of variations of material properties, on-line springback prediction, and studied for the three-point bending processes. Selection of a loading point supporting condition are derved form fuzzy inference and fuzzy self-learning method in the multi-step straighternign process. Automatic straightening machine is fabricated by using the develped ideas. Validity of the proposed system si verified through experiments.

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다-속성분석방법을 이용한 학교급식의 교내/외주결정방법 (Make-or-buy Decision Framework for School Foodservice System Using Multi-attribute Analysis Method)

  • 황흥석;황현주
    • 한국경영과학회:학술대회논문집
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    • 한국경영과학회 2003년도 추계학술대회 및 정기총회
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    • pp.148-151
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    • 2003
  • Recently school food service operations are confronted with the wide spread pressures for accountability and the need to increase productivity. This paper is concerned with the make-or-buy decision framework for school food service systems considering the multi-attributes in the decision making. For the purpose of considering the multi-attributes analysis method in decision making for the school foodservice, we developed a make-or-buy decision framework using the multi-attribute analysis method, analytic hierarchy process, AHP method for school food service system. Finally, we developed a systematic and practical solution builder for a three-step decision support system in the view of 1) brainstorming for the idea generation, 2) analytic hierarchy process, AHP as a multi-attribute structure ed analysis method, and 3) aggregation logic model to integrate the results of reviewers. We developed web based program and applied it to a school foodservice problem.

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FBG센서를 이용한 다경간 강재 보 구조물의 안전성 모니터링을 위한 변형률 분포 추정 기법 (Estimation Method of Strain Distribution for Safety Monitoring of Multi-span Steel Beam Using FBG Sensor)

  • 오병관;이지훈;최세운;박효선;김유석
    • 한국구조물진단유지관리공학회 논문집
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    • 제18권1호
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    • pp.138-149
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    • 2014
  • 본 연구에서는 불특정 분포하중에 대한 다경간 연속 보 구조물의 변형률 분포를 추정하는 기법을 제시하였다. 본 추정 기법은 해석적 방법이 아닌 계측한 변형률 데이터로부터 최소제곱법을 이용한 커브 피팅을 통해 변형률 분포를 추정하였다. 제시한 다경간 보 연속 구조물의 변형률 추정 기법은 멀티플렉싱이 가능한 FBG센서를 이용하여 다경간 연속 강재 보 정적 가력 실험을 통해 검증하였다. 실험을 통해서 분포 하중과 집중하중에 의한 변형률 분포의 추정 정확성 및 변형률 추정에 사용되는 계측점 수에 따른 추정 오차에 대한 검토를 수행하였다. 5.89 (하중 step1), 6.26% (하중 step2) 오차로 최대 변형률 지점에서의 변형률을 추정할 수 있었다. 추정을 위한 변형률 계측 센서 수를 감소시킨 경우 오차가 증가 (0.26~0.37%)하는 것 또한, 확인할 수 있었다. 회귀분석적 기법을 통해 다경간 보의 변형률 분포를 추정함으로써 특정 형상의 분포 하중에 대해서만 적용이 가능한 해석적 변형률 추정 기법의 한계를 넘어 불특정 분포 하중에 대한 변형률 분포 추정이 가능해졌고 추정 변형률 분포를 통해 최대변형률 발생 위치까지 확인할 수 있게 되었다.