• 제목/요약/키워드: Genetic Operation

검색결과 390건 처리시간 0.028초

Optimum Allocation of Reactive Power in Real-Time Operation under Deregulated Electricity Market

  • Rajabzadeh, Mahdi;Golkar, Masoud A.
    • Journal of Electrical Engineering and Technology
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    • 제4권3호
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    • pp.337-345
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    • 2009
  • Deregulation in power industry has made the reactive power ancillary service management a critical task to power system operators from both technical and economic perspectives. Reactive power management in power systems is a complex combinatorial optimization problem involving nonlinear functions with multiple local minima and nonlinear constraints. This paper proposes a practical market-based reactive power ancillary service management scheme to tackle the challenge. In this paper a new model for voltage security and reactive power management is presented. The proposed model minimizes reactive support cost as an economic aspect and insures the voltage security as a technical constraint. For modeling validation study, two optimization algorithm, a genetic algorithm (GA) and particle swarm optimization (PSO) method are used to solve the problem of optimum allocation of reactive power in power systems under open market environment and the results are compared. As a case study, the IEEE-30 bus power system is used. Results show that the algorithm is well competent for optimal allocation of reactive power under practical constraints and price based conditions.

GA와 상용설계기법을 이용한 저속전기자동차용 SRM의 최적화 설계 (Optimal Design of SR Machine for LSEV using CAD and Genetic Algorithm)

  • 김태형;안진우
    • 대한전기학회논문지:전기기기및에너지변환시스템부문B
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    • 제54권7호
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    • pp.317-322
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    • 2005
  • Advantages of switched reluctance motor(SRM) include a simple structure, the ability of operation in hash environments and under partial hardware failures, and a wide speed range. However design of SRM for industrial applications is very difficult because motor's inherent none-linearity and sensitivity of design parameter. In this paper, an optimal method for determining design parameters of a switched reluctance motor is researched. The dominant design parameters are stator and rotor pole arc and switching on and off angle. The parameters affecting performance are examined and selected using evolutionary computations and commercial CAD Program. The proposed design process is very fast. reliable and easy to access. The simulated design method proposed is compared with conventional procedure.

생산공급사슬에서의 아웃소싱을 고려한 공정계획 및 일정계획의 통합을 위한 모델 (A Model for Integration of Process Planning and Scheduling with Outsourcing in Manufacturing Supply Chain)

  • 정찬석;이영해;문치웅
    • 산업공학
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    • 제13권3호
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    • pp.512-520
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    • 2000
  • An integrated process planning and scheduling model considering outsourcing in manufacturing supply chain is proposed in this paper. The process planning and scheduling considering outsourcing are actually interrelated and should be solved simultaneously. The proposed model considers the alternative process plans for job types, precedence constraints of job operations, due date of production, transportation time and production information for outsourcing. The integrated states include:(1) Operations sequencing, (2) Machine selection, (3) Scheduling with outsourcing under the due date. To solve the model, a heuristic approach based on genetic algorithm(GA) is developed. The proposed approach minimizes the makespan considering outsourcing and shows the best operation-sequences and schedule of all jobs.

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시물레이션과 진화 전략을 이용한 가스 오븐 조립라인의 최적 설계 (The Optimal Design of gas oven assembly line with the Simulation and Evolution Strategy)

  • 김경록;이홍철
    • 한국산학기술학회:학술대회논문집
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    • 한국산학기술학회 2009년도 추계학술발표논문집
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    • pp.715-718
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    • 2009
  • The assembly line is one of the typical process hard to analyze with mathematical methods including even stochastic approaches, because it includes many manual operations varying drastically depending on operators' skills. In this paper, we suggest the simulation optimization method to design the optimal assembly line of a gas oven. To achieve the optimal design, firstly, we modeled the real gas oven assembly line with actual data, such as assembly procedures, operation rules, and other input parameters and so on. Secondly, we build some alternatives to enhance the line performance based on business rules and other parameters. The DOE(Design Of Experiment) techniques were used for testing alternatives under various situations. Each alternatives performed optimization process with evolution strategy; one of the GA(Genetic Algorithm) techniques. As a result, we can make about 7% of throughputs up with the same time and cost. By this process, we expect the assembly line can obtain the solution compatible with their own problems.

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남매에서 발생한 Kartagener씨 증후군 - 2례 보고 - (Kartagener's Syndrome: A Report of 2 Cases (Review of the literature and report of two cases in same family))

  • 정수상
    • Journal of Chest Surgery
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    • 제15권1호
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    • pp.67-72
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    • 1982
  • Kartagener`s syndrome is a clinical entity composed of situs inversus, bronchiectasis and chronic sinusitis. This syndrome is rare and is usually detected in childhood. Whether the bronchiectasis in Kartagener`s syndrome is congenital or acquired is still controversial. Some familial cases of this syndrome have been reported, and in these cases the genetic pattern is compatible with an autosomal recessive inheritance with some degree of pleotropism. The authors experienced having 2 cases of Kartagener`s syndrome among 6 siblings in a family. The case No. 1 have had bilateral Caldwell Luc operation, posterior ethmoidectomy, left upper Iobec-tomy with excellent result. The case No. 2 denied to have surgical management.

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다목적 유전자 알고리즘을 이용한 SVC와 외부 리액터/커패시터 뱅크의 헙조 제어 (Coordination of SVC and External Reactor/Capacitor Banks Using Multi-objective)

  • 박종영;이상호;박종근;손광명;이송근
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2000년도 하계학술대회 논문집 A
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    • pp.233-235
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    • 2000
  • SVC(Static Var Compensator) is commonly installed with conventional mechanically switched existing reactor or capacitor banks for wide range voltage control. The frequencies of switching of external banks have a great impact on the quality of voltage, but is limited since the life time of the external banks depends severely on the number of switching. So it is a complete multi-objective nonlinear optimization problem with conflicting objectives. This paper presents a method to determine the optimal coordination of SVC and external banks using genetic algorithm based on the multi-objective criteria. Optimal dead band and delay time of external banks is sought for reliable and efficient operation

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경량전철 고무차륜 AGT 하중의 동적특성을 고려한 강박스거더의 단면 최적설계 (Optimum Design of Steel Box Girder Considering Dynamic Characteristics of LRT with Rubber Wheel)

  • 이희업;이준석;방춘석;최일윤
    • 한국철도학회:학술대회논문집
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    • 한국철도학회 2004년도 춘계학술대회 논문집
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    • pp.1197-1204
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    • 2004
  • The metropolitan cities and operation companies of urban transit railway are driving to construct the LRT(light rail transit) system because of the advantage of construction cost and environmental serviceability. This study suggests the optimal design method of steel box girder considering dynamic characteristics of LRT with rubber wheel. The behavior and design constraints are formulated based on the structural design criteria for LRT. Genetic algorithm is applied to the minimum weight design of structural system. A typical example is solved to illustrate the applicability of the proposed minimization algorithm. From the results of application example, the optimum design of steel box girder is successfully accomplished. Therefore, this system can act as a consultant to assist novice designers in the design of steel box girder for LRT with rubber wheel.

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상수처리 수질제어를 위한 약품주입 자동연산 (Optimum chemicals dosing control for water treatment)

  • 하대원;고택범;황희수;우광방
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1993년도 한국자동제어학술회의논문집(국내학술편); Seoul National University, Seoul; 20-22 Oct. 1993
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    • pp.772-777
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    • 1993
  • This paper presents a neuro-fuzzy modelling method that determines chemicals dosing model based on historical operation data for effective water quality control in water treatment system and calculates automatically the amount of optimum chemicals dosing against the changes of raw water qualities and flow rate. The structure identification in the modelling by means of neuro-fuzzy reasing is performed by Genetic Algorithm(GA) and Complex Method in which the numbers of hidden layer and its hidden nodes, learning rate and connection pattern between input layer and output layer are identified. The learning network is implemented utilizing Back Propagation(BP) algorithm. The effectiveness of the proposed modelling scheme and the feasibility of the acquired neuro-fuzzy network is evaluated through computer simulation for chemicals dosing control in water treatment system.

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완전 고환성 여성화 증후군 1예 (Complete Testicular Feminization Syndrome - a Case Report -)

  • 조마해;남은숙
    • Advances in pediatric surgery
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    • 제12권1호
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    • pp.47-52
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    • 2006
  • Testicular feminization syndrome (TFS) is a genetic disorder due to androgen insensitivity of the target organs. The most common clinical presentation of complete TFS is inguinal hernia in the infant or primary amenorrhea in the adolescence. A 7-year old phenotypically female patient was seen with a complaint of a right inguinal mass. Under the diagnosis of right inguinal hernia, high ligation was performed. Six months later, the patient showed a left inguinal mass. On operation, the mass looked like a testis. The external genitalia were normal female, but a uterus and ovary were not identified. Chromosome study showed a 46, XY karyotype and the levels of serum testosterone and dihydrotestosterone were increased after HCG stimulation. The patient was diagnosed as complete TFS and underwent bilateral gonadectomy 6 months later.

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다중 션트회로에 연결된 압전세라믹을 이용한 비선형 패널 플러터의 수동적 억제 (Passive Suppression of Nonlinear Panel Flutter Using Piezoceramics with Multi Resonant Circuits)

  • 문성환;김승조
    • 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.

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