• Title/Summary/Keyword: network optimization

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Calibration in Hybrid Ventilation Simulation: yes or no? (하이브리드 환기 시뮬레이션 모델의 보정: yes or no?)

  • Kim, Young-Jin;Park, Cheol-Soo
    • 한국태양에너지학회:학술대회논문집
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    • 2009.11a
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    • pp.130-135
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    • 2009
  • This study investigates the need of calibrating a nodal network ventilation simulation model (CONTAMW 2.4). For this purpose, the series of ventilation experiments were conducted and then compared to simulation outputs from an uncalibrated simulation model, resulting in a significant difference between two. Hence, an optimization routine was employed to estimate unknown parameters in the simulation model. In the paper, the authors presents 1.3 unknown parameters with the validated simulation model. It was found that the model with estimated unknown parameters predicts the ventilation phenomena accurately.

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Augmenting Path Algorithm for Routing Telephone Calls Problem

  • Lee, Sang-Un
    • Journal of the Korea Society of Computer and Information
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    • v.21 no.6
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    • pp.77-81
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    • 2016
  • This paper deals with the optimization problem that decides the routing of connection between multi-source and multi-sink. For this problem, there is only in used the mathematical approach as linear programming (LP) software package and has been unknown the polynomial time algorithm. In this paper we suggest the heuristic algorithm with $O(mn)^2$ time complexity to solve the optimal solution for this problem. This paper suggests the simple method that assigns the possible call flow quantity to augmenting path of ($s_i,t_i$) city pair satisfied with demand of ($s_i,t_i$). The proposed algorithm can be get the same optimal solution as LP for experimental data.

A Research Survey and Prospect on the Medium-Range Production Planning Model (중기-생산계획 모형에 관한 연구현황 및 전망)

  • Kim Man-Su;Kim U-Yeol
    • Journal of the military operations research society of Korea
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    • v.16 no.2
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    • pp.151-167
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    • 1990
  • Considerable research has concentrated on medium-range production planning model in that it can contain long and short-term decision making in contents. Since medium-range production planning deals in situations with setup time or/and costs, solution methodology is classified by (1) optimization method using a sort of integer programming approach and network formulation (2) heuristic method offering an computationally easy, approximate solution. But, solution methodology is different in type of demand generation, existence of capacity and dependant demand. Therefore this paper reviewed the medium range production planning according to above mentioned three factors, and suggested for further work direction.

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An Efficient ATM Traffic Generator for the Real-Time Production of a Large Class of Complex Traffic Profiles

  • Loukatos Dimitrios;Sarakis Lambros;Kontovasilis Kimon;Mitrou Nikolas
    • Journal of Communications and Networks
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    • v.7 no.1
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    • pp.54-64
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    • 2005
  • This paper presents an advanced architecture for a traffic generator capable of producing ATM traffic streams according to fully general semi-Markovian stochastic models. The architecture employs a basic traffic generator platform and enhances it by adding facilities for 'driving' the cell generation process through high-level specifications. Several kinds of optimization are employed for enhancing the software's speed to match the hardware's potential and for ensuring that traffic streams corresponding to models with a wide range of parameters can be generated efficiently and reliably. The proposed traffic generation procedure is highly modular. Thus, although this paper deals with ATM traffic, the main elements of the architecture can be used equally well for generating traffic loads on other networking technologies, IP-based networks being a notable example.

Application of Simulated Annealing and Tabu Search for Loss Minimization in Distribution Systems (베전 계통의 손실 최소화를 위한 시뮬레이티드 어닐링과 타부 탐색의 적용)

  • Jeon, Young-Jae;Kim, Jae-Chul
    • The Transactions of the Korean Institute of Electrical Engineers A
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    • v.50 no.1
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    • pp.28-37
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    • 2001
  • This paper presents an efficient algorithm for the loss minimization of distribution system by automatic sectionalizing switch operation in large scale distribution systems. Simulated annealing is particularly well suited for large combinational optimization problem, but the use of this algorithm is also responsible for an excessive computation time requirement. Tabu search attempts to determine a better solution in the manner of a greatest-descent algorithm, but it can not give any guarantee for the convergence property. The hybrid algorithm of two methods with two tabu lists and the proposed perturbation mechanism is applied to improve the computation time and convergence property Numerical examples demonstrate the validity and effectiveness of the proposed methodology using a KEPCO's distribution system.

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Implementation of Simulated Annealing for Distribution System Loss Minimum Reconfiguration (배전 계토의 손실 최소 재구성을 위한 시뮬레이티드 어닐링의 구현)

  • Jeon, Young-Jae;Choi, Seung-Kyo;Kim, Jae-Chul
    • The Transactions of the Korean Institute of Electrical Engineers A
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    • v.48 no.4
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    • pp.371-378
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    • 1999
  • This paper presents an efficient algorithm for loss reduction of distribution system by automatic sectionalizing switch operation in large scale distribution systems of radial type. Simulated Annealing algorithm among optimization techniques can avoid escape from local minima by accepting improvements in cost, but the use of this algorithm is also responsible for an excessive computation time requirement. To overcome this major limitation of Simulated Annealing algorithm, we may use advanced Simulated Annealing algorithm. All constaints are divided into two constraint group by using perturbation mechanism and penalty factor, so all trail solutions are feasible. The polynomial-time cooling schedule is used which is based on the statistics calculation during the search. This approaches results in saving CPU time. Numerical examples demonstrate the validity and effectiveness of the proposed methodology.

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Supplementary Control of Conventional Coordinated Control for 1000 MW Ultra-supercritical Thermal Power Plant using Dynamic Matrix Control

  • Lee, Youngjun;Yoo, Euiyeon;Lee, Taehyun;Moon, Un-Chul
    • Journal of Electrical Engineering and Technology
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    • v.13 no.1
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    • pp.97-104
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    • 2018
  • This paper proposes supplementary control of conventional coordinated control of a power plant which directly affects network frequency. The supplementary control with dynamic matrix control is applied for 1000 MW power plant with ultra-supercritical (USC) once-through boiler. The supplementary control signal is added to the boiler feedforward signal in the existing coordinated control logic. Therefore, it is a very practical structure that can maintain the existing multi-loop control system. This supplementary controller uses the step response model for the power plant system, and on-line optimization is performed at every sampling step. The simulation results demonstrate the effectiveness of the proposed supplementary control in a wide operating range of a practical 1000 MW USC power plant simulator. These results can contribute the stable operation of power system frequency.

A method for the satellite orbital prositions determination in the fixed satellite communication (고정위성통신에서 최적 위성궤도 선정방법)

  • 권태곤;박세경;김재명
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.22 no.12
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    • pp.2763-2771
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    • 1997
  • To determine the satellite orbital positions considering interference caused by inter-satellite systems is one of the most improtant issues in terms of optimal usage of satellite network resources. In this paper, considering ITU filing situation, we present the satellite orbital positions determination method to minimize iter-satellite system interference effect in the fixed satellite communication using an optimization method. Through the computer simulatio, it was shown that the proposed method is suitable to determine the satellite orbital positions.

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Neural Network Modeling for HDP-CVD Process Optimization of $SiO_2$ Thin Film Deposition (HDP-CVD로 증착된 실리콘 산화막 공정조건 최적화를 위한 신경망 모델링)

  • Park, In-Hye;Yu, Gyeong-Han;Seo, Dong-Seon;Hong, Sang-Jin
    • Proceedings of the Korean Institute of Surface Engineering Conference
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    • 2006.10a
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    • pp.2-3
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    • 2006
  • 본 논문에서는 신경망 모델링을 통하여 HDP-CVD를 이용한 실리콘 산화막 형성에 영향을 주는 다섯 가지 공정 장비 변수와 그에 따른 두 가지 출력 파라미터 Deposition rate과 Uniformity와의 관계를 동시에 고려한 특성결과를 분석하고, 최적의 recipe를 Genetic Algorithm을 통해 제시하였다. 실험계획법을 사용하여, 필요한 실험의 횟수를 최소화 하였으며 그 실험결과를 신경망 모델링을 통하여 입력변수와 출력파라미터의 관계를 3차원의 반응표면 곡선으로 분석하였다. 이 과정을 통해 Deposition rate과 Uniformity을 동시에 고려한 두 출력파라미터를 만족하는 최적의 입력변수 값들을 제시하였다.

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Optimal protection by using Parametric Protection Ability Index (파라미터를 이용한 배전계통 보호능력 평가 및 최적화)

  • Shin, J.H.;Hyun, S.H.;Lim, S.I.;Lee, S.J.;Choi, I.S.;Jin, B.G.
    • Proceedings of the KIEE Conference
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    • 2003.11a
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    • pp.202-204
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    • 2003
  • This paper suggests an optimal parameter setting method by use of parametric protectability index, as the objective function. In this paper, a gradient based optimization method is used under the assumption that the initial values of a parameter is in a convex set including the optimal value, which is verified by a plenty of simulation studies. The proposed method is applied to a sample distribution network to shows its effectiveness.

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