• 제목/요약/키워드: Loss Minimization

검색결과 243건 처리시간 0.026초

능동 자기 베어링을 위한 동기 노치필터 제어기와 스위칭 제어기의 성능 비교 연구 (Comparative Study of Performance of Switching Control and Synchronous Notch Filter Control for Active Magnetic Bearings)

  • 유승열;노명규
    • 대한기계학회논문집A
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    • 제37권4호
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    • pp.511-519
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    • 2013
  • 능동 자기베어링의 바이어스 선형화 방법은 자기베어링의 동역학적 성능과 선형성을 확보하지만, 바이어스 전류에 의한 상시 소모전력이 발생하여 시스템의 효율이 저하된다. 반면, 스위칭 제어기는 바이어스 전류를 사용하지 않아 베어링의 소비 전력을 최소화할 수 있다. 본 논문에서는 능동 자기베어링 시스템에 적용되는 스위칭 제어기와 동기 노치필터를 포함하는 비례-미분 제어기의 성능을 비교하였다. 공정하고 객관적인 비교를 위해 기준제어기인 동기 노치필터 제어기를 합리적으로 설계하고, 스위칭 제어기가 기준제어기와 동일한 동역학 특성을 갖도록 하였다. 회전축의 굽힘 유연모드 및 센서와 증폭기의 특성을 포함하는 시스템의 동역학 모델을 수립하고 성능 비교 지표를 수립하였다. 불평형 질량에 응답 측면에서 제어기를 비교하여, 저속 영역에서 스위칭 제어기가 기준제어기 대비 10 배 이상 동손을 저감할 수 있으나, 회전축의 굽힘 유연모드와 일치하는 회전 속도 근방에서는 스위칭 제어기가 유효하지 않음을 확인하였다.

속성 변동 최소화에 의한 러프집합 누락 패턴 부합 (Missing Pattern Matching of Rough Set Based on Attribute Variations Minimization in Rough Set)

  • 이영천
    • 한국전자통신학회논문지
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    • 제10권6호
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    • pp.683-690
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    • 2015
  • 러프집합에서 누락된 속성 값들은 Reduct와 Core 계산, 더 나아가서 결정 트리 구축에 있어서 식별 불능의 패턴 부합 문제를 가진다. 현재 누락된 속성 값들의 추정과 관련하여 보편적인 속성 값으로의 대체, 속성들의 모든 가능한 값 할당, 이벤트 포장 방법, C4.5, 특수한 LEM2 알고리즘과 같은 접근방식들이 적용되고 있다. 그렇지만, 이들 접근방식은 결국 전형적으로 자주 등장하는 속성 값 혹은 가장 보편적인 속성 값으로의 단순 대체를 나타내기 때문에, 주요 속성 값들이 누락된 경우에 정보 손실이 큰 의사 결정 규칙들이 유도되기 때문에 의사결정 규칙들의 교차 검증에서 문제가 된다. 본 연구에서는 이러한 문제점을 개선시키기 위해 속성들간에 엔트로피 변동을 활용하여 정보 이득이 높은 방향으로 누락된 속성 값들을 대체하는 방식을 제안한다. 제안된 접근방식에 관한 타당성 검토는 비교적 가까운 유사 관계에 의해 누락 값 대체 방식을 적용하는 ROSE 프로그램과의 비교를 나타낸다.

배전계통 최적 재구성 문제에 PC 클러스터 시스템을 이용한 병렬 유전 알고리즘-타부 탐색법 구현 (Parallel Genetic Algorithm-Tabu Search Using PC Cluster System for Optimal Reconfiguration of Distribution Systems)

  • 문경준;송명기;김형수;김철홍;박준호;이화석
    • 대한전기학회논문지:전력기술부문A
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    • 제53권10호
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    • pp.556-564
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    • 2004
  • This paper presents an application of parallel Genetic Algorithm-Tabu Search(GA-TS) algorithm to search an optimal solution of a reconfiguration in distribution system. The aim of the reconfiguration of distribution systems is to determine switch position to be opened for loss minimization in the radial distribution systems, which is a discrete optimization problem. This problem has many constraints and very difficult to solve the optimal switch position because it has many local minima. This paper develops parallel GA-TS algorithm for reconfiguration of distribution systems. In parallel GA-TS, GA operators are executed for each processor. To prevent solution of low fitness from appearing in the next generation, strings below the average fitness are saved in the tabu list. If best fitness of the GA is not changed for several generations, TS operators are executed for the upper 10% of the population to enhance the local searching capabilities. With migration operation, best string of each node is transferred to the neighboring node aster predetermined iterations are executed. For parallel computing, we developed a PC-cluster system consisting of 8 PCs. Each PC employs the 2 GHz Pentium Ⅳ CPU and is connected with others through ethernet switch based fast ethernet. To show the usefulness of the proposed method, developed algorithm has been tested and compared on a distribution systems in the reference paper. From the simulation results, we can find that the proposed algorithm is efficient and robust for the reconfiguration of distribution system in terms of the solution qualify. speedup. efficiency and computation time.

폭우.폭설 시 침수 정보 전달과 통행시간 관계 연구 -에이전트 기반 모델을 활용하여- (A Study on Relationships between Travel Time and Provision of Road Inundation Information in Heavy Rain and Snow using an Agent-based Simulation Model)

  • 나유경;이승호;조창현
    • 한국경제지리학회지
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    • 제16권2호
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    • pp.262-274
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    • 2013
  • 최근 도시에 발생하는 폭우 폭설 등의 극단적인 기상현상은 대규모 재난으로 이어지며 사회적인 문제가 되고 있다. 본 연구는 극단적인 강수현상 발생 시 통행효율성을 증대시켜 도시 지역 내 경제적 손실을 최소화할 수 있는 최적의 침수 정보 전달 시나리오를 선정하고자 한다. 이를 위해 서울시 서초구 서초동 일대를 사례지역으로 NetLogo 툴킷을 활용한 모델을 작성하여, 극단적인 강수 발생 시 정보전달 시나리오별 통행시간의 시뮬레이션을 수행하였다. 시뮬레이션에 따르면, 노면에 습기가 있거나 강설량 20mm 미만인 시나리오에서는 20~40%의 운전자에게, 강설량 20mm 이상의 폭우가 발생한 시나리오에서는 40~60%의 운전자에게 도로통제의 정보를 전달하는 것이 효과적이라는 결과가 각각 도출되었다.

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뇌졸중 환자의 낙상 예측을 위한 평가도구 비교 (A Comparison of Assessment Tools for Prediction of Falls in Patients With Stroke)

  • 원종임
    • 한국전문물리치료학회지
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    • 제21권2호
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    • pp.37-47
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    • 2014
  • Falls are common after stroke and most frequently related to loss of balance while walking. Consequently, preventing falls is one of the goals of acute, rehabilitative, and chronic stroke care. The purpose of this study was to investigate the incidence and risk factors of falls and to determine how well the Falls Efficacy Scale (FES), Timed Up and Go test (TUG), and Berg Balance Scale (BBS) could distinguish between fallers and non-fallers among stroke patients during inpatient rehabilitation. One hundred and fifteen participants with at least 3 months post-stroke and able to walk at least 3 m with or without a mono cane participated in this study. Fifty-four (47%) participants reported falling, and 15 (27.8%) had a recurrent fall. Logistic regression analysis for predicting falls showed that left hemiplegia [odds ratio (OR)=4.68] and fear of falling (OR=5.99) were strong risk factors for falls. Fallers performed worse than non-fallers on the FES, TUG, and BBS (p<.05, p<.01, respectively). In the receiver operator characteristic curve analysis, the TUG demonstrated the best discriminating ability among the three assessment tools. The cut-off score was 22 seconds on the TUG for discriminating fallers from non-fallers (sensitivity=88.9%, specificity=45.9%) and 27 seconds for discriminating recurrent fallers from single fallers and non-fallers (sensitivity=71.4%, specificity=40.2%). Results suggest that there is a need for providing fall prevention and injury minimization programs for stroke patients who record over 22 seconds on the TUG.

한국 전자책 문서표준 및 관련 표준과의 변환 기법에 관한 연구 (A Study of Conversion Techniques between Korea eBook Documents Standard and Related eBook Standards)

  • 손원성;고승규;이경호;임순범;최윤철
    • 한국멀티미디어학회논문지
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    • 제6권5호
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    • pp.876-888
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    • 2003
  • 미국과 일본 그리고 한국에서는 전자책 문서 포맷의 표준화에 대한 필요성을 인식하고 정부기관과 관련업계 및 학계가 주축이 되어 OEB PS 및 JepaX, 그리고EBKS 표준안을 제정 한 바 있다. 그러나 EBKS는 미국의 OEB 및 일본의 JeapX와 비교하여, 제정 목적은 물론이고 내부적으로 서로 다른 구조를 포함하고 있다. 그 결과 이러한 표준 문서간의 변환을 위해서는 서로간의 문서 구조에 대한 정확한 분석이 요구되며, 실제 문서 변환시 정보 손실을 최소화 하여야 한다. 따라서 본 논문에서는 이러한 표준 문서간에 정확한 교환 및 문서 구조 손실을 최소화하기 위한 방법을 제시하고 이에 대한 실례를 살펴본다. 그 결과 본 연구에서는 EBKS 및OEB, JepaX간의 컨텐츠 교환 가능성을 제시하며, 이러한 결과는 전자책 표준 및 기타 포맷간의 교환시에도 적용 가능하다.

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Centralized Control Algorithm for Power System Performance using FACTS Devices in the Korean Power System

  • Kang, Sang-Gyun;Seo, Sang-Soo;Lee, Byong-Jun;Chang, Byung-Hoon;Myung, Ro-Hae
    • Journal of Electrical Engineering and Technology
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    • 제5권3호
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    • pp.353-362
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    • 2010
  • This paper presents a centralized control algorithm for power system performance in the Korean power system using Flexible AC Transmission Systems (FACTS) devices. The algorithm is applied to the Korean power system throughout the metropolitan area in order to alleviate inherent stability problems, especially concerns with voltage stability. Generally, control strategies are divided into local and centralized control. This paper is concerned with a centralized control strategy in terms of the global system. In this research, input data of the proposed algorithm and network data are obtained from the SCADA/EMS system. Using the full system model, the centralized controller monitors the system condition and decides the operating point according to the control objectives that are, in turn, dependent on system conditions. To overcome voltage collapse problems, load-shedding is currently applied in the Korean power system. In this study, the application of the coordination between FACTS and switch capacitor (SC) can restore the solvability without load shedding or guarantee the FV margin when the margin is insufficient. Optimal Power Flow (OPF) algorithm, for which the objective function is loss minimization, is used in a stable case. The results illustrate examples of the proposed algorithm using SCADA/EMS data of the Korean power system in 2007.

곡관부 하류에 핀휜이 부착된 회전 냉각유로의 최적설계 (Optimization of a Rotating Two-Pass Rectangular Cooling Channel with Staggered Arrays of Pin-Fins)

  • 문미애;김광용
    • 한국유체기계학회 논문집
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    • 제13권5호
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    • pp.43-53
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    • 2010
  • This study investigates a design optimization of a rotating two-pass rectangular cooling channel with staggered arrays of pin-fins. The radial basis neural network method is used as an optimization technique with Reynolds-averaged Navier-Stokes analysis of fluid flow and heat transfer with shear stress transport turbulent model. The ratio of the diameter to height of the pin-fins and the ratio of the streamwise spacing between the pin-fins to height of the pin-fin are selected as design variables. The optimization problem has been defined as a minimization of the objective function, which is defined as a linear combination of heat transfer related term and friction loss related term with a weighting factor. Results are presented for streamlines, velocity vector fields, and contours of Nusselt numbers, friction coefficients, and turbulent kinetic energy. These results show how fluid flow in a two-pass square cooling channel evolves a converted secondary flows due to Coriolis force, staggered arrays of pin-fins, and a $180^{\circ}$ turn region. These results describe how the fluid flow affects surface heat transfer. The Coriolis force induces heat transfer discrepancy between leading and trailing surfaces, having higher Nusselt number on the leading surface in the second pass while having lower Nusselt number on the trailing surface. Dean vortices generated in $180^{\circ}$ turn region augment heat transfer in the turning region and in the upstream region of the second pass. As the result of optimization, in comparison with the reference geometry, thermal performance of the optimum geometry shows the improvement by 30.5%. Through the optimization, the diameter of pin-fin increased by 14.9% and the streamwise distance between pin-fins increased by 32.1%. And, the value of objective function decreased by 18.1%.

완전 이식형 보청기 기술 평가 기반의 새로운 이식형 음향센서 제안 (Proposition of a New Implantable Acoustic Sensor Based on Technology Evaluation of Fully Implantable Hearing Aids)

  • 조진호;우승탁;임형규;정의성;이정현;이승하;성기웅
    • 센서학회지
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    • 제23권3호
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    • pp.178-184
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    • 2014
  • Key components of implantable hearing aids are consist of an acoustic sensor that collect external sound by suppressing the body noise, a signal processor module for compensation algorithm of hearing loss, and a output transducer which has tiny size but have high efficiency, respectively. In the partial implantable hearing aids, technologies of transducer and signal processor are so matured that can be applied not too much difficulty. However, due to the difficulties in implantable acoustic sensor technology, such as minimization of masticatory sound and damage of sensor's membrane from external impact, practical use of fully implantable hearing aids have not successful so far. In this paper, we have proposed a novel implantable acoustic sensor which has trans-tympanic structure, and is verified that the proposed method can be very useful for fully implantable hearing aids by cadaveric experiments.

TFT-LCD용 휘도 성능을 향상시키는 나노 와이어 그리드 편광 필름의 제작 (Fabrication of a Nano-Wire Grid Polarizer for Brightness Enhancement in TFT-LCD Display)

  • 허종욱;남수용
    • 한국인쇄학회지
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    • 제29권3호
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    • pp.105-124
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    • 2011
  • TFT-LCD consists of LCD panel on the top, circuit unit on the side and BLU on the bottom. The recent development issues of BLU-dependent TFT-LCD have been power consumption minimization, slimmerization and size maximization. As a result of this trend, LED is adopted as BLU instead of CCFL to increase brightness and to reduce thickness. In liquid crystal displays, the light efficiency is below 10% due to the loss of light in the path from a light source to an LCD panel and presence of absorptive polarizer. This low efficiency results in low brightness and high power consumption. One way to circumvent this situation is to use a reflective polarizer between backlight units and LCD panels. Since a nano-wire grid polarizer has been known as a reflective polarizer, an idea was proposed that it can be used for the enhancement of the brightness of LCD. The use of reflective polarizing film is increasing as edge type LED TV and 3D TV markets are growing. This study has been carried out to fabrication of the nano-wire grid polarizer(NWGP) and investigated the brightness enhancement of LCD through polarization recycling by placing a NWGP between an c and a backlight unit. NWGPs with a pitch of 200nm were fabricated using laser interference lithography and aluminum sputtering and wet etching. And The NWGP fabrication process was using by the UV imprinting and was applied to plastic PET film. In this case, the brightness of an LCD with NWGPs was 1.21 times higher than that without NWGPs due to polarization recycling.