• Title/Summary/Keyword: Parameters Optimization

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An Optimal Real and Reactive Power dispatch using Evolutionary Computation (진화연산을 이용한 유효 및 무효전력 최적배분)

  • You, Seok-Ku;Park, Chang-Joo;Kim, Kyu-Ho
    • Proceedings of the KIEE Conference
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    • 1996.11a
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    • pp.166-168
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    • 1996
  • This paper presents an power system optimization method which solves real and reactive power dispatch problems using evolutionary computation such as genetic algorithms(GAs), evolutionary programming(EP), and evolution strategy(ES). Many conventional methods to this problem have been proposed in the past, but most these approaches have the common defect of being caught to a local minimum solution. Recently, global search methods such as GAs, EP, and ES are introduced. The proposed methods, applied to the IEEE 30-bus system, were run for 12 other exogenous parameters. Each simulation result, by which evolutionary computations are compared and analyzed, shows the possibility of applications of evolutionary computation to large scale power systems.

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System Configuration Studies on Gas Turbine Combined Cycle Power Plants - Application to Processes for Carbon Capture System (가스 터빈 복합화력 발전 플랜트의 시스템 구성 제안 - CO2 포집 대안 별 비교 평가)

  • Kim, Seungjin;Choi, Sangmin
    • 한국연소학회:학술대회논문집
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    • 2013.06a
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    • pp.15-17
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    • 2013
  • In the design of combined cycle power plants, the design parameters considered mainly could be changed and added for performance evaluation with change on the design objective and method. Therefore, the design criteria considering the different objectives and type of power plant were needed. Thermodynamic and economic analyses of various types of gas turbine combined cycle power plants with demand on generation of power and heat and carbon capture system from high pressure flue gas have been performed to establish criteria for optimization of power plants.

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Purity assessment using quantitative NMR: establishment of SI traceability in organic analysis

  • Choi, Kihwan
    • Journal of the Korean Magnetic Resonance Society
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    • v.24 no.1
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    • pp.30-37
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    • 2020
  • Quantitative nuclear magnetic resonance (qNMR) has been gaining attention as a purity assessment method. In particular, qNMR is recognized as the primary method to realize the Internal System of Units (SI) in organic analysis. The capability of quantitative analysis is recognized as the beginning of NMR development. NMR signals are proportional to the number of nuclei and qNMR has been used in various fields, such as metabolomics and food and pharmaceutical analysis. However, careful sample preparation and thorough optimization of measurement parameters are required to obtain accurate and reliable results. In this review, quantitative methods used in qNMR are discussed, and the important factors to be considered also introduced. The recent development of qNMR techniques including combination with chromatography and, multidimensional NMR are also presented.

Economic Constant Stress Plans for Accelerated Life Testing (가속수명시험을 위한 경제적 일정스트레스 계획의 개발)

  • Seo, Sun-Keun;Kim, Kap-Seok
    • Journal of Korean Institute of Industrial Engineers
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    • v.25 no.4
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    • pp.517-526
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    • 1999
  • This paper deals with two economic optimal designs of constant-stress accelerated life test(ALT) where failure distribution follows one of location-scale family, i. e., exponential, Weibull, and lognormal distributions which have been ones of the popular choices of failure distributions. Two optimization criteria to develop ALT plans are the statistical efficiency per unit expected cost which consists of the fixed test cost, cost being proportional to the number of test units, and variable test cost depending on test period and stress level, and the expected loss which combines Taguchi's quadratic loss function and expected test cost. Optimum plan determines the low stress level, test units allocated to each stress, and censoring times at two stress levels under Type I censoring. The proposed ALT plans are illustrated with a numerical example and sensitivity analyses are conducted to study effects of pre-estimates of design parameters.

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Simulation-based Reliability and Maintainability Design of a Warship (시뮬레이션 기반 함정의 신뢰도와 보전도 설정)

  • Han, Young Jin;Yun, Won Young;You, Jea Woo;Choi, Chung Hyun;Kim, Hee Wook
    • Journal of Korean Institute of Industrial Engineers
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    • v.39 no.6
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    • pp.461-472
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    • 2013
  • In this paper, we deal with a simulation-based reliability and maintainability design problem of a warship and want to determine the optimal values of MTBF and MTTR of all units and ALDT of the warship. The system availability and life cycle cost are used as optimization criteria and estimated by simulation. A hybrid genetic algorithm with a heuristic method is proposed to find near-optimal solutions and numerical examples are also studied to investigate the effect of model parameters to the optimal solutions and compare with a general genetic algorithm.

Relationship Between Yield and Cost Considering Repair and Rework for LCD Manufacturing System (LCD생산시스템에서 Repair와 Rework을 고려한 수율과 원가 분석 모델)

  • Ha, Chunghun
    • Journal of Korean Institute of Industrial Engineers
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    • v.33 no.3
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    • pp.364-372
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    • 2007
  • The cost modeling of the LCD manufacturing system with the repair and the rework process is hard to achieve because of it's complex manufacturing process. The technical cost modeling divides each process separately and hierarchically, so it is very useful to calculate the total manufacturing cost of the complex manufacturing system. We applied the method to the complex LCD manufacturing system to obtain more accurate cost model. Yields are the most important control parameters in manufacturing. In this paper, we propose a yield based cost model for the LCD manufacturing system and reveal the relationship between manufacturing yield and cost. Through the model, we can estimate the manufacturing cost on the basis of yields that are control indicators of manufacturing. Some simulations are performed to observe the effects of the yield to the cost, and the results are coincide with the real situation. With the proposed model, we expect to develop some optimization problems for enlarging productivity in the LCD industry.

A Study on the Optical Gain Characteristics of a UV Line 250.199nm from Helium-Zinc Discharge Excited by CCRF with Overlapped DC (DC 중첩형 CCRF 여기 헬륨-아연방전에서 자외선 250.199nm의 광이득 특성 연구)

  • Choi, Sang Tae
    • Journal of the Korean Institute of Illuminating and Electrical Installation Engineers
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    • v.28 no.7
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    • pp.13-18
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    • 2014
  • On 250.199nm uv-line, witch has the potential to emit as a laser line, from a ccrf-excited He-Zn discharge with overlapped DC was carried out optimization of the discharge parameters and measurement of the optical gain. In this study the optical gain of the 250.199nm uv-line has been optained 4% for the first time. At a rf-power of 400W with the frequency 13.56MHz the optimal He-pressure indicated 2kPa.

Minimization of Gap in LCD Multimedia Screen Using Binary Fresnel Lens (바이너리 프레넬 렌즈를 이용한 LCD 멀티미디어 스크린의 갭 최소화)

  • Jeong, Man-Ho
    • Journal of the Korean Institute of Illuminating and Electrical Installation Engineers
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    • v.22 no.5
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    • pp.1-6
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    • 2008
  • LCD multimedia system is necessary to display and transfer the effective image informations. However, this system uses several LCD screens, so the problem of gap between the LCD screens occurs. In order to solve this problem, this paper presents a method of using binary Fresnel lens. This kind of binary fresnel lens makes each screen enlarge and minimize the gap. The optimization of design parameters of binary Fresnel lens is presented.

Systematic Design and Realization of opto-electrical Predistortion Optical Transmitter based on Microwave Circuit Modeling for Radio-over-Fiber Systems (유무선 통합시스템을 위한 마이크로파 회로 모델링 기반의 광전자 프리디스토션 광송신기의 설계 및 제작)

  • Lee, Tae-Kyeong;Kim, Hong-Seung;Oh, Guem-Yoon;Kim, Doo-Gun;Choi, Young-Wan
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.60 no.4
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    • pp.823-828
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    • 2011
  • We have systematically designed and experimentally demonstrated the opto-electrical predistortion optical transmitter using microwave circuit modelling for reducing the nonlinearity of the distributed-feedback laser diode (DFD-LD). The DFB-LD is analyzed using microwave circuits model based on rate equations. Through the system-level simulation for predistortion method, the optimized characteristics of the RF components in the system are confirmed. The simulated and experimental results show the reduced distortion products. These results are analyzed as the evaluation parameters for the miniaturization and optimization of the opto-electrical predistortion method in radio-over-fiber systems.

A Study on the Optimal Design Fuzzy Type Stabilizing Controller Using Genetic Algorithm (유전 알고리즘을 이용한 퍼지형 안정화 제어기의 최적설계에 관한 연구)

  • Lee, Heung-Jae;Lim, Chan-Ho;Yoon, Byong-Gyu
    • Proceedings of the KIEE Conference
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    • 1998.11a
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    • pp.326-328
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    • 1998
  • This paper presents an optimal fuzzy power system stabilizer to damp out low frequency oscillation. The fuzzy logic controllers has been applied to a power system stabilizing controllers. But the design of a fuzzy logic power system stabilizer relies on empirical and heuristic knowledge of human experts as well as many trial-and-errors in general. This paper presents the optimal design method of the fuzzy logic stabilizer using the genetic algorithm, which is the optimization method based on the mechanics of natural selection and natural genetics. The proposed method tunes the parameters of the fuzzy logic stabilizer in order to minimize the consuming time during the design process. In this paper, the proposed method tunes the shape of membership function of the fuzzy variables. The proposed system is applied to the one-machine infinite-bus model of a power system. Through the case study, the efficiency of the fuzzy stabilizing controller tuned by genetic algorithm is verified.

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