• 한국자기학회지
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• 제6권4호
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• pp.258-263
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• 1996

매입형 영구자석 전동기는 d, q축 인덕턴스의 차이로 인해 출력이 자석 토크와 릴럭턴스 토크의 합성토크로서 나타난다. 본 논문에서는 등가자기회로법으로 계산된 공극 자속밀도와 d, q축 인덕턴스를 유한요소법을 이용하여 식을 보정하였다. 전동기의 효율을 목적 함수로 채택하였으며 유전 알고리즘(genetic algorithm)을 이용하여 최대 효율을 갖는 전동기를 설계하였다. 그리고, 설계된 전동기의 타당성을 기존의 전동기와의 비교를 통해 확인하였다.

• Journal of international Conference on Electrical Machines and Systems
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• 제1권1호
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• pp.77-83
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• 2012

In this paper, an optimal solution to the harmonic reduction problem in a cascaded multilevel inverter with non-equal DC sources using a genetic algorithm (GA) is presented. Switching angles are generated for different values of modulation index by the proposed algorithm, considering minimum voltage total harmonic distortion (THD) whereas selected harmonics are controlled within the allowable limits at all desired modulation indices including the point of discontinuity. Results are stored as a look-up table to be used to control the inverter for a certain operating point. The computed angles are used in a simulated circuit in Matlab\Simulink to validate the results.

• 한국소음진동공학회:학술대회논문집
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• 한국소음진동공학회 1998년도 춘계학술대회논문집; 용평리조트 타워콘도, 21-22 May 1998
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• pp.444-449
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• 1998

A modal transducer in two-dimensional structure can be implemented by varying the distributed transducer's gain spatially. In this paper, a method based on finite element method is developed for optimizing spatial gain distribution of PVDF transducer to create the modal transducer for specific modes. Using this concept, one can design the modal transducer in two-dimensional structure having arbitrary geometry and boundary conditions. As a practical means for implementing this continuous gain distribution without repoling die PVDF film, the gain distribution is approximated by optimizing gain-weights of interface circuit. The whole spatial area of the PVDF film is divided into several electrode segments and the signals from each segment are properly weighted and summed by interface circuit. This corresponds to the approximation of a continuous function using discrete values. The electrode partition is optimized using the genetic algorithm. Gain-weights are optimized using the simplex search method. A modal sensor for first to fourth modes of aluminum plate is designed using PVDF film with gain-weighted interface circuit. Various lamination angles of PVDF film are taken into consideration to utilize the anisotropy of the PVDF film. Performance of the optimized' PVDF sensor is demonstrated by numerical simulations..

• 전기학회논문지
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• 제66권8호
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• pp.1163-1171
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• 2017

The problem of fault current to exceed the rated capacity of a power circuit breaker can cause a serious accident to hurt the reliability of the power system. In order to solve this issue, current limiting reactors and circuit breakers with increased capacity are utilized but these solutions have some technical limitations. Back-to-back high voltage direct current(BTB HVDC) may be applied for reducing the fault current. When BTB HVDCs are installed for reduction in fault current, selecting the optimal location of the BTB HVDC without causing overload of line power becomes a key point. In this paper, we use genetic algorithm to find optimal location effectively in a short time. We propose a new methodology for determining the BTB HVDC optimal location to reduce fault current without causing overload of line power in metropolitan areas. Also, the procedure of performing the calculation of fault current and line power flow by PSS/E is carried out automatically using Python. It is shown that this optimization methodology can be applied effectively for determining the BTB HVDC optimal location to reduce fault current without causing overload of line power by a case study.

• 한국정보통신학회논문지
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• 제7권8호
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• pp.1767-1775
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• 2003

SAW(Surface Acoustic Wave) 필터는 탄성표면파를 응용한 신호처리 기능 소자로, 각종 통신 기기의 고주파 회로의 대역 통과 필터로 이용된다. 기본적인 구성은 압전체 기판의 표면에 전기 신호와 표면파를 서로 교환하기 위한 입/출력 IDT(interdigital transducer) 한 쌍으로 이루어진다. 그 주파수 특성은 입/출력 IDT의 간격과 각각의 길이에 의해 결정되어지며, 대역 통과 필터의 특성을 지닌다. 본 논문은 이런 SAW 필터의 수치 설계 방법론에 관한 것이다. 입력 IDT의 전극의 길이를 변수로 정하고, 중심 주파수, 통과 대역의 폭과 정지 대역의 감소치가 주어졌을 때 적응/최적화 알고리즘을 이용하며 필터를 설계한다. 설계하고자 하는 필터 특성과 임의의 시간에 만들어진 필터와의 오차를 목적 함수로 정하고, 이 목적 함수를 최소화하는 것으로 필터의 설계가 가능하게 된다. SAW 필터의 계산 모델로는 델타 함수 모델과 등가 회로 모델을 사용하였으며, 최적화 알고리즘으로는 유전자 알고리즘을 사용하였다.

• International Journal of Contents
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• 제2권1호
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• pp.29-33
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• 2006

The common-source low noise amplifier(LNA) with inductive degeneration using a genetic algorithm is designed and tested for a down converter in an industrial, scientific and medical (ISM) band application and a wireless broadband internet service (WiBro). The genetic algorithm optimizes the reflection coefficients to be well matched the input and output ports between multistage transistor amplifiers, and it generates low voltage standing wave ratio as well as gain flatness of the amplifier. The stability and the gain flatness of the LNA have been improved by combining the matching circuits and the series feedback microstrip lines with inductive degeneration at common-source port. In the frequency range of ISM band and WiBro application operating at $2.3GHz{\sim}2.5GHz$, the measured power gain and maximum voltage standing wave ratio (VSWR) of the LNA are $41{\pm}0.5dB$ and 1.3, and the noise figure of the LNA is lower than 0.85dB. The above results are agreed well with the theoretical values of the amplifiers.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제13권4호
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• pp.1765-1794
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• 2019

Genetic Programming (GP) is an intelligence technique whereby computer programs are encoded as a set of genes which are evolved utilizing a Genetic Algorithm (GA). In other words, the GP employs novel optimization techniques to modify computer programs; imitating the way humans develop programs by progressively re-writing them for solving problems automatically. Trial programs are frequently altered in the search for obtaining superior solutions due to the base is GA. These are evolutionary search techniques inspired by biological evolution such as mutation, reproduction, natural selection, recombination, and survival of the fittest. The power of GAs is being represented by an advancing range of applications; vector processing, quantum computing, VLSI circuit layout, and so on. But one of the most significant uses of GAs is the automatic generation of programs. Technically, the GP solves problems automatically without having to tell the computer specifically how to process it. To meet this requirement, the GP utilizes GAs to a "population" of trial programs, traditionally encoded in memory as tree-structures. Trial programs are estimated using a "fitness function" and the suited solutions picked for re-evaluation and modification such that this sequence is replicated until a "correct" program is generated. GP has represented its power by modifying a simple program for categorizing news stories, executing optical character recognition, medical signal filters, and for target identification, etc. This paper reviews existing literature regarding the GPs and their applications in different scientific fields and aims to provide an easy understanding of various types of GPs for beginners.

• 제어로봇시스템학회논문지
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• 제12권3호
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• pp.241-247
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• 2006

We propose a character recognition system to extract the component reference names from printed circuit boards (PCBs) automatically. The names are written in horizontal, vertical, reverse-horizontal and reverse-vertical directions. Also various symbols and figures are included in PCBs. To recognize the character and orientation effectively, we divide the recognizer into two stages: character classification stage and orientation classification stage. The character classification stage consists of two sub-recognizers and a verifier. The rotaion-invarint features of input pattern are then used to identify the character independent of orientation. Each recognizer is implemented as a neural network, and the weight values of verifier are obtained by genetic algorithm. In the orientation classification stage, the input pattern is compared with reference patterns to identify the orientation. Experimental results are presented to verify the usefulness of the proposed system.

• 경영과정보연구
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• 제34권2호
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• pp.67-78
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• 2015

본 연구는 작업 순서에 따라 달라지는 준비비용을 갖는 인쇄회로기판의 생산 일정계획 문제를 다룬다. 본 연구에서 다루는 문제는 생산할 인쇄회로기판의 유형들이 주어져있으며, 이는 한 대의 부품장착 설비를 통해 생산되는 환경에서, 작업 투입 순서에 따라 달라지는 준비 비용의 총합을 최소화는 작업 투입순서를 결정하는 것이다. 이 문제는 NP-hard로 알려져 있으며, 이에 해를 도출하기 위한 메타 휴리스틱 기법을 제시한다.

• 한국소음진동공학회:학술대회논문집
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• 한국소음진동공학회 2000년도 춘계학술대회논문집
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• pp.1204-1209
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• 2000

Many analytical and experimental studies on the active suppression of nonlinear panel flutter by using piezoceramic patch have been carried out. However, these active control methods have a few important problems; a large amount of power is required to operate actuators, and additional apparatuses such as sensor systems and controller are needed. In this study passive suppression schemes for nonlinear flutter of composite panel, which is believed to be more robust suppression system than active control in practical operation, are proposed by using piezoelectric inductor-resistor series shunt circuit. Toward the end, a finite element equation of motion for an electromechanically coupled system is proposed using the Hamilton's principle. To achieve the best damping effect, optimal shape and location of the piezoceramic(PZT) patches are determined by using genetic algorithms. The results clearly demonstrate that the passive damping scheme by using piezoelectric shunt circuit can effectively attenuate the flutter.