• Title/Summary/Keyword: error optimization

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A Repair-Time Limit Replacement Model with Imperfect Repair (불완전 수리에서의 수리시간한계를 가진 교체모형)

  • Chung, Il Han;Yun, Won Young
    • Journal of Korean Institute of Industrial Engineers
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    • v.39 no.4
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    • pp.233-238
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    • 2013
  • This article concerns a profit model in a repair limit replacement problem with imperfect repair. If a system fails, we should decide whether we repair the failed system (repair option) or replace it by new one (replacement option with a lead time). We assume that repair times are random variables and can be estimated before repair with estimation error. If the estimated repair time is less than the specified limit (repair time limit), the failed unit is repaired but the unit after repair is different from the new one (imperfect repair). Otherwise, we order a new unit to replace the failed unit. The long run average profit (expected profit rate) is used as an optimization criterion and the optimal repair time limit maximizes the expected profit rate. Some special cases are derived.

A Design Method of QFT with Improved Loop Shaping Approach using GA (GA를 이용한 개선된 루프 형성법을 갖는 QFT 설계방법)

  • Kim, Ju-Sik;Lee, Sang-Hyuk;Ryu, Jeong-Woong
    • The Transactions of the Korean Institute of Electrical Engineers A
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    • v.48 no.8
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    • pp.972-979
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    • 1999
  • QFT(Quantitative Feedback Theory) is a very practical design technique that emphasizes the use of feedback for achieving the desired system performance tolerances in despite of plant uncertainty and disturbance. The fundamental concept of QFT is a loop shaping procedure that a suitable controller can be found by shaping a nominal loop transfer function. The loop shaping synthesis involves the identification of a structure and the specialization of parameter optimization of a desired system. This paper presents an improved loop shaping approach of QFT with model validation using GA(Genetic Algorithm). The method presented in this paper removes the problems of iterative operation, transformation error, and model validation in the conventional methods without consideration of frequency domain.

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A Novel Voltage Control MPPT Algorithm using Variable Step Size based on P&O Method (가변 스텝 P&O 기반 전압제어 MPPT 알고리즘에 관한 연구)

  • Kim, Jichan;Cha, Hanju
    • The Transactions of the Korean Institute of Power Electronics
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    • v.25 no.1
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    • pp.29-36
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    • 2020
  • In this study, a variable step algorithm is proposed on the basis of the perturb and observe method. The proposed algorithm can follow the maximum power point (MPP) quickly when solar irradiance changes rapidly. The proposed technique uses the voltage change characteristic at the MPP when the environment changes because of insolation or temperature. The MPP is tracked through the voltage control using a variable step method. This method determines the sudden change of solar irradiance by setting the threshold value and operates in fast tracking mode to track the MPP rapidly. When the operation point reaches the MPP, the mode switches to the variable step mode to minimize the steady state error. In addition, the output disturbance is decreased through the optimization of the control method design. The performance of the proposed MPPT algorithm is verified through simulation and experiment.

A Multi-Expression Programming Application to the Design of Planar Antennae

  • Braunstein, Jeffrey;Kim, Hyeong-Seok;Kahng, Sung-Tek
    • Proceedings of the KIEE Conference
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    • 2006.07c
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    • pp.1589-1590
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    • 2006
  • A method to determine functional relationships between the variable physical dimensions of an antenna and the antenna performance characteristics is presented. By applying multi-expression programming (MEP) to this data set, optimization with regard to a given criteria can be subsequently performed on the functions instead of performing repealed electromagnetic simulations. The functionals are trained on an initial population of simulation samples and refined using a point-wise error estimate to identify design parameters for subsequent samples. Additionally, the depth of the MEP tree is adjusted for increased accuracy as the data set is deemed sufficient.

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Design optimization of Single-Phase induction motor Using Response Surface Method (반응표면법을 이용한 단상유도모터의 최적설계)

  • Shim, Ho-Kyoung;Kang, Je-Nam;Kim, Chwa-Il;Wang, Se-Myung;Kim, Jong-Bong
    • Proceedings of the KIEE Conference
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    • 2003.07b
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    • pp.681-683
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    • 2003
  • The response surface method (RSM) became a popular meta modeling technique, but it always contains the approximation error. Instead of the conventional RSM, the moving least squares method (MLSM) was used to get more accurate models. The characteristics of a single-phase induction motor for the reciprocal compressor are analyzed by using the lumped method Program (LMP). The proposed method is applied to a single-phase induction motor for increasing the efficiency.

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Artificial Landmark based Pose-Graph SLAM for AGVs in Factory Environments (공장환경에서 AGV를 위한 인공표식 기반의 포즈그래프 SLAM)

  • Heo, Hwan;Song, Jae-Bok
    • The Journal of Korea Robotics Society
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    • v.10 no.2
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    • pp.112-118
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    • 2015
  • This paper proposes a pose-graph based SLAM method using an upward-looking camera and artificial landmarks for AGVs in factory environments. The proposed method provides a way to acquire the camera extrinsic matrix and improves the accuracy of feature observation using a low-cost camera. SLAM is conducted by optimizing AGV's explored path using the artificial landmarks installed on the ceiling at various locations. As the AGV explores, the pose nodes are added based on the certain distance from odometry and the landmark nodes are registered when AGV recognizes the fiducial marks. As a result of the proposed scheme, a graph network is created and optimized through a G2O optimization tool so that the accumulated error due to the slip is minimized. The experiment shows that the proposed method is robust for SLAM in real factory environments.

Border Guard/Reconnaissance Communication Terminal for Providing Variable Frame Structure and Method for Altering the Frame Structure (가변 프레임 구조를 지원하는 국경 감시/정찰용 통신 단말 및 프레임 구조 가변 방법)

  • Kim, Janghun;Han, Chulhee;Seo, Bongyong
    • Journal of the Korea Institute of Military Science and Technology
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    • v.19 no.1
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    • pp.50-56
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    • 2016
  • This paper is about the implementation of the OFDM-based border guard/reconnaissance communication terminal systems. We have implemented Real-time Dynamic DL/UL symbol rate control function using the DL-MAP message, and proposed error detection method caused by malfunctioning and timing optimization method. The proposed scheme detects the variable rate symbol decoding timing without increasing additional physical layer logic, and also provides a wide variety of DL/UL data transfer rate. Furthermore, the proposed scheme applies to the current border guard/reconnaissance equipment and confirms a operation performance through field tests and demonstration at home and abroad.

A study on the Fuzzy Controller with High Accuracy for Variable Speed control of an Induction Motor (유도 전동기 가변속 제어를 위한 고정도 퍼지제어에 관한 연구)

  • Song, Ho-Shin;Lee, Oh-Geul;Lee, Joon-Tark;Woo, Jung-In
    • Proceedings of the KIEE Conference
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    • 1993.07b
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    • pp.707-710
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    • 1993
  • In this paper, we design the high accuracy speed controller of an induction motor by the Fuzzy control algorithms, which recently is invoking the remarkable interest. In order to improve the dynamic resposes such as the steady state error, the reaching tine and the overshoot, the adjustment techniques for optimization of three scale factors are presented. Comparing with conventional PID control, the usefulness of proposed Fuzzy controller will be proved by the simulations.

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Improvement of the Load Forecasting Accuracy by Reflecting the Operation Rates of Industries on the Consecutive Holidays (특수일 조업률 반영을 통한 전력수요예측 정확도 향상)

  • Lim, Nam-Sik;Lee, Sang-Joong
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.65 no.7
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    • pp.1115-1120
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    • 2016
  • This paper presents the daily load forecasting for special days considering the rate of operation of industrial consumers. The authors analyzed the power consumption pattern for both the special and ordinary days according to the contract power classification of industrial consumers, and selected 400~600 specific consumers for which the rates of operation during special days are needed. Load forecasting for 2014 special days considering the rate of operation of industrial consumers showed a noticeable improvement on forecasting error of daily peak demand, which proved the effectiveness of the survey for the rates of operation during special days of industrial consumers.

Optimization of the Spring Design Parameters of a Circuit Breaker for Satisfying Specified Dynamic Characteristics (규정된 동적특성을 위한 회로차단기의 스프링 설계변수의 최적화)

  • 안길영;정광영
    • Journal of the Korean Society for Precision Engineering
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    • v.21 no.3
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    • pp.132-138
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    • 2004
  • In a vacuum circuit breaker mechanism, a spring-actuated linkage system is used to satisfy the desired opening and closing characteristics of electric contacts. If the type and structure of the linkage system required to the circuit breaker is predetermined, the stiffness, free length and attachment points of a spring become the important design parameters. In this paper, based on the energy conservation that the total system energy is constant throughout the operating range of the mechanism, a systematic procedure for optimizing the spring design parameters is developed and applied to the simplified mechanism of a circuit breaker. Then, in order to consider the complex dynamics of the circuit breaker mechanism rather well, the developed procedure is converted to the environment of a multi-body dynamics program ADAMS.