• 제목/요약/키워드: Iterative Process

검색결과 647건 처리시간 0.024초

반복학습제어를 기반으로 한 회분공정의 고급제어기법 (Advanced Control Techniques for Batch Processes Based on Iterative Learning Control Methods)

  • 이광순
    • Korean Chemical Engineering Research
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    • 제44권5호
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    • pp.425-434
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    • 2006
  • 석유화학공업으로 대표되는 공정산업의 연속공정들은 지난 20여 년간 모델예측제어를 중심으로 고급제어(APC)기법들이 도입되며 운전성 및 생산성 향상에 많은 진보를 이루었다. 이에 반하여 중합반응기를 비롯한 각종 회분공정에는 APC 기법의 도입이 아직 활발히 이루어지지 않고 있다. 이것은 회분공정의 독특한 문제점을 극복하며 원하는 성능을 보장할 수 있는 방법론이 제시되지 못한 데에 가장 큰 이유가 있다고 할 수 있다. 그러나 최근 이러한 문제점들을 극복할 수 있는 APC 기법들이 반복학습제어(ILC)에 근거하여 개발되며 회분공정 APC 환경에 큰 변화가 일어나고 있다. 본 논문에서는 이들 기법들이 다양한 실제 공정에 활발하게 적용되어 운전을 개선할 수 있기를 기대하며, ILC를 기반으로 한 최근의 회분공정 APC 연구동향을 이론과 실례를 통해 소개한다.

가스 메탈 아크 용접에서 추적성능 향상을 위한 성능 비교 연구 (A Study of the Comparison for Performance Advancement of Seam Tracking in Gas Metal Arc Welding)

  • 이정익
    • 한국공작기계학회논문집
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    • 제16권1호
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    • pp.9-18
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    • 2007
  • There have been continuous efforts for automation of joint tracking system. This automation process is mainly used to do in root pass of gas metal arc welding in the field of heavy industry and shipbuilding etc. For automation, it is important using of vision sensor. Welding robot with vision sensor is used for weld seam tracking on welding fabrication. Recently, it is used to on post-weld inspection for weld quality evaluation. For real time seam tracking, it is very important role in vision process technique. Vision process is included in filtering and thinning, segmentation processing, feature extraction and recognition. In this paper, it has shown performance comparison results of seam tracking for real time root pass on gas metal arc welding. It can be concluded better segment splitting method than iterative averaging technique in the performance results of seam tracking.

Fabrication of Micro Wall with High Aspect Ratio using Iterative Screen Printing

  • Yoon, Seong-Man;Jo, Jeong-Dai;Yu, Jong-Su;Yu, Ha-Il;Kim, Dong-Soo
    • 한국정보디스플레이학회:학술대회논문집
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    • 한국정보디스플레이학회 2009년도 9th International Meeting on Information Display
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    • pp.1486-1489
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    • 2009
  • Micro wall is fabricated using iterative screen printing that it is able to fabricate the pattern as low cost, simple process, formation of pattern at large area on the various substrates. In the process of micro wall fabrication using screen printing, the printing result with pressure change in process and improvement of surface roughness using hydrophillic plasma treatment are included. Height of micro wall increase linearly and precision of iteration is very high. Error rate of printed pattern width is very high, but change rate of width is under 10 %. Fabricated micro pattern have minimum width $48.75{\mu}m$ and maximum height $75.45{\mu}m$ with aspect ratio 1.55.

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MANN-ITERATION PROCESS TO THE SOLUTION OF $y=x+Tx$ FOR AN ACDRETIVE OPERATOR T IN SOME BANACH SPACES

  • Park, Jong-An
    • 대한수학회논문집
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    • 제9권4호
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    • pp.819-823
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    • 1994
  • If H is a Hilbert space, then an operator $T : D(T) \subset H \to H$ is said to be monotone if $$ (x-y, Tx-Ty) \geq 0$$ for any x, y in D(T). Many authors [1], [4] obtained the existence theorem for the equation $y = x + Tx$ for x, given an element y in H and a monotone operator T. On the other hand some iterative methods were applied to the approximations for the solution of the above equation [6], [8]. For example Bruck [2] obtained the iterative solution of the above equation with an explicit error estimate as follows.

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불완전 투영군의 반복 수정 알고리즘 (An Iterative Correction algorithm of Incomplete Projections (ICAIP))

  • 최종수
    • 대한전자공학회논문지
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    • 제21권2호
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    • pp.1-7
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    • 1984
  • 전산기 단층영상(C.T) 장치에서 발생되는 불완전 투영군으로부터 단층상을 재구성할 수 있게한 하나의 알고리즘이 제안되고 있다. 알고리즘은 실측의 불완전 투영군, 물휴의 윤곽 정보등으로 부터 재구성-투영 과정속에서 회복 수정의 단순 조작에 의해 이루어지고, 그 유효성이 전산기 모의실험을 통해 검증되고 있다.

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가변성형공정에서 성형성 향상을 위한 해석 및 실험적 연구 (Numerical and Experimental Study for Improvement of Formability in Flexible Forming Process)

  • 허성찬;서영호;강범수;김정
    • 소성∙가공
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    • 제21권7호
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    • pp.432-440
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    • 2012
  • In this article, the design of the flexible forming process considering die shape compensation using an iterative over-bending method based on numerical simulation was conducted. In this method, the springback shape obtained from the final step of the first forming simulation is compared with the desired objective shape, and a shape error is calculated as a vector norm with three-dimensional coordinates. The error vector is inversely added to the objective surface to compensate both the upper and lower flexible die configurations. The flexible die shapes are recalculated and the punch arrays are adjusted according to the over-bent forming surface. These iterative procedures are repeated until the shape error variation converges to a small value. In addition, experimental verification was conducted using a 2000-kN flexible forming apparatus for thick plates. Finally, the configuration of the prototype obtained from the experiment was compared with the numerical simulation results, which had springback compensation. It is confirmed that the proposed method for compensating for the forming error could be used in the design of flexible forming of thick-curved plates.

병렬 컴퓨터를 이용한 형상 압연공정 유한요소 해석의 분산병렬처리에 관한 연구 (Finite Element Analysis of Shape Rolling Process using Destributive Parallel Algorithms on Cray T3E)

  • 권기찬;윤성기
    • 대한기계학회논문집A
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    • 제24권5호
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    • pp.1215-1230
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    • 2000
  • Parallel Approaches using Cray T3E which is NIPP (Massively Parallel Processors) machine are presented for the efficient computation of the finite element analysis of 3-D shape rolling processes. D omain decomposition method coupled with parallel linear equation solver is used. Domain decomposition is applied for obtaining element tangent stifffiess matrices and residual vectors. Direct and iterative parallel algorithms are used for solving the linear equations. Direct algorithm is_parallel version of direct banded matrix solver. For iterative algorithms, the well-known preconditioned conjugate gradient solver with Jacobi preconditioner is also employed. Moreover a new effective iterative scheme with block inverse matrix preconditioner, which is named by present authors, is presented and its results are compared with the one using Jacobi preconditioner. PVM and MPI are used for message passing and synchronization between processors. The performance and efficiency of each algorithm is discussed and comparisons are made among different algorithms.

투과 컴퓨터 단층촬영을 위한 모델 기반 반복연산 재구성에서 투사선 구동 시스템 모델의 성능 비교 (Performance Comparison of Ray-Driven System Models in Model-Based Iterative Reconstruction for Transmission Computed Tomography)

  • 정지은;이수진
    • 대한의용생체공학회:의공학회지
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    • 제35권5호
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    • pp.142-150
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    • 2014
  • The key to model-based iterative reconstruction (MBIR) algorithms for transmission computed tomography lies in the ability to accurately model the data formation process from the emitted photons produced in the transmission source to the measured photons at the detector. Therefore, accurately modeling the system matrix that accounts for the data formation process is a prerequisite for MBIR-based algorithms. In this work we compared quantitative performance of the three representative ray-driven methods for calculating the system matrix; the ray-tracing method (RTM), the distance-driven method (DDM), and the strip-area based method (SAM). We implemented the ordered-subsets separable surrogates (OS-SPS) algorithm using the three different models and performed simulation studies using a digital phantom. Our experimental results show that, in spite of the more advanced features in the SAM and DDM, the traditional RTM implemented in the OS-SPS algorithm with an edge-preserving regularizer out-performs the SAM and DDM in restoring complex edges in the underlying object. The performance of the RTM in smooth regions was also comparable to that of the SAM or DDM.

Calibration and uncertainty analysis of integrated surface-subsurface model using iterative ensemble smoother for regional scale surface water-groundwater interaction modeling

  • Bisrat Ayalew Yifru;Seoro Lee;Woon Ji Park;Kyoung Jae Lim
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2023년도 학술발표회
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    • pp.287-287
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    • 2023
  • Surface water-groundwater interaction (SWGI) is an important hydrological process that influences both the quantity and quality of water resources. However, regional scale SWGI model calibration and uncertainty analysis have been a challenge because integrated models inherently carry a vast number of parameters, modeling assumptions, and inputs, potentially leaving little time and budget to explore questions related to model performance and forecasting. In this study, we have proposed the application of iterative ensemble smoother (IES) for uncertainty analysis and calibration of the widely used integrated surface-subsurface model, SWAT-MODFLOW. SWAT-MODFLOW integrates Soil and Water Assessment Tool (SWAT) and a three-dimensional finite difference model (MODFLOW). The model was calibrated using a parameter estimation tool (PEST). The major advantage of the employed IES is that the number of model runs required for the calibration of an ensemble is independent of the number of adjustable parameters. The pilot point approach was followed to calibrate the aquifer parameters, namely hydraulic conductivity, specific storage, and specific yield. The parameter estimation process for the SWAT model focused primarily on surface-related parameters. The uncertainties both in the streamflow and groundwater level were assessed. The work presented provides valuable insights for future endeavors in coupled surface-subsurface modeling, data collection, model development, and informed decision-making.

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