• 한국전기전자재료학회:학술대회논문집
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• 한국전기전자재료학회 2001년도 추계학술대회 논문집
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• pp.153-156
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• 2001

Maximum Power Point Tracking(MPPT) Is used in wind power generation systems to maximize wind power turbin output power, irrespective of wind speed conditions and of the load electrical characteristics. In this paper we do the equivalent modeling the mechanical energy of wind power turbine according to wind speed into the synchronous generator. We analyse the equivalent modeling output part of rectifier into DC/DC converter input part theoretically. We design a control algorithm for variable voltage according to wind speed intensity and density so that load voltage of chopper is controlled steadily using the maximum power point tracking(MPPT) control method. We analyse a battery charging characteristics and a charging circuit for power storage enabling the supply of stable power to the load. We design a system and do the modeling of it analytically so that it supplies a stable power to the load by constructing a DC-AC inverter point. Also we design a charging circuit usable in actual wind power generation system of 30kW and confirm its validity.

• 한국정보처리학회논문지
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• 제4권7호
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• pp.1759-1769
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• 1997

다층신경회로망의 학습방법인 오류역전도 알고리즘은 연관기억장치, 음성인식, 패턴인식, 로보틱스등과 같은 다양한 응용분야에 널리 사용되고 있다. 그럼에도 불구하고 계속 많은 논문들이 역전도 알고리즘에 대해 발표되고 있는 실정이다. 이러한 연구 동향의 주된 이유는, 뉴런 갯수와 학습 패턴의 갯수가 큰 경우에 역전도 알고리즘의 학습속도가 상당히 느리다는 사실때문이다. 본 연구에서는 가변학습율, 가변모멘텀율, 그리고 시그모이드 함수의 가변기울기를 이용한 새로운 학습속도 가속기법을 개발하였다. 학습이 수행되는 도중에, 이러한 파라메터들은 전체 오류의 변화량에 따라 연속적으로 조정되며, 제안된 기법은 기존의 역전도 알고리즘에 비해 획기적으로 학습시간을 단축시키는 결과를 보였다. 제안된 기법의 효율성을 입증하기 위하여, 처음에는 난수발생기로 생성한 이진 데이터를 이용하여 에포크(epoch) 횟수를 비교할 때 훌륭한 속도 향상을 보였으며, 또한, 기계학습(machine learning)의 벤치마크 학습자료로 많이 사용되는 이진 Monk's data, 4, 5, 6, 7비트 패리티 검사 문제와 실수 Iris data에도 적용하였다.

• 한국산학기술학회논문지
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• 제19권7호
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• pp.258-264
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• 2018

본 논문은 마이크로 그리드 최적 운영을 위해 Differential Search (DS) 알고리즘을 적용하였다. DS 알고리즘은 이주하는 생물의 유사 브라운 운동 형태의 임의보행 (random-walk)을 모의하여 개발된 알고리즘이다. DS 알고리즘은 다른 최적화 알고리즘과 달리 한 개 이상의 개체를 동시에 사용 할 수 있고, 유사 최적해중에서 전역 최적 해를 선별하는 직진성 특성으로 multi-modal 함수들의 해법을 위한 성공적인 탐색 전력을 지니고 있으며, 높은 비선형성과 불연속성을 갖는 전력계통의 다른 분야에도 효율적으로 적용될 수 있다. 마이크로 그리드 시스템은 풍력 발전기, 디젤발전기, 연로전지 및 태양광 발전기로 구성된다. 풍력 발전기는 가변 출력특성을 이용하여 모델링 하였다. 연료비용과 연료가 전력으로 변환되는 경우의 효율을 포함시켜 시스템의 비용을 최소화 하였으며, 마이크로 그리드 단독 운용에 관해서만 분석하였다. 본 연구는 신재생 에너지원 기반의 마이크로 그리드의 최적 운영에 대해 코딩의 단순성, 빠른 수렴 속도, 정확성 및 효율성을 갖춘 DS 알고리즘을 적용하여 다른 알고리즘의 최적 값과 비교하였다.

• 한국태양에너지학회 논문집
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• 제36권6호
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• pp.1-12
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• 2016

A control algorithm for a 100 kW wind turbine is designed in this study. The wind turbine is operating as a variable speed variable pitch (VSVP) status. Also, this wind turbine is a permanent magnet synchronous generator (PMSG) Type. For the medium capacity wind turbine considered in this study, it was found that the optimum tip speed ratios to achieve the maximum power coefficients varied with wind speeds. Therefore a commercial blade element momentum theory and multi-body dynamics based program was implemented to consider the variation of aerodynamic coefficients with respect to Reynolds numbers and to find out the power and thrust coefficients with respect tip speed ratio and blade pitch angles. In the end a basic power controller was designed for below rated, transition and above rated regions, and a load reduction algorithm was designed to reduce tower vibration by the nacelle motion. As a result, damage equivalent Load (DEL) of tower fore-aft has been reduced by 32%. From dynamic simulations in the commercial program, the controller was found to work properly as designed. Experimental validation of the control algorithm will be done in the future.

• Journal of Power Electronics
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• 제17권1호
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• pp.232-241
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• 2017

Advanced control algorithms must be used to make wind power generation truly cost effective and reliable. In this study, we develop a new and simple control scheme that employs model predictive control (MPC), which is used in permanent magnet synchronous generators and grid-connected inverters. The proposed control law is based on two points, namely, MPC-based torque-current control loop is used for the generator-side converter to reach the maximum power point of the wind turbine, and MPC-based direct power control loop is used for the grid-side converter to satisfy the grid code and help improve system stability. Moreover, a simple prediction scheme is developed for the direct-drive wind energy conversion system (WECS) to reduce the computation burden for real-time applications. A small-scale WECS laboratory prototype is built and evaluated to verify the validity of the developed control methods. Acceptable results are obtained from the real-time implementation of the proposed MPC methods for WECS.

• 한국전산유체공학회:학술대회논문집
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• 한국전산유체공학회 2011년 춘계학술대회논문집
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• pp.236-239
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• 2011

This paper introduces the design concepts and characteristics of WinDS3000$^{TM}$(TC IIa) which is a trade name of Doosan's 3MW offshore/onshore wind turbine. WinDS3000$^{TM}$(TC IIa) has been designed in consideration of high Reliability, Availability, Maintainability and Serviceability (RAMS) and low cost of electricity (CDE) for the TC IIa condition based on GL guideline. An integrated drive-train design with an innovative three-stage gearbox has been introduced to minimize nacelle weight of the wind turbine and to enhance a high reliability for transmission. A permanent magnet generator with full converter system has been introduced to get higher efficiency in partial load operation and grid-friendly system for both 50 Hz and 60 Hz. A pitch-regulated variable speed control system has been introduced to control wind turbine power while generator reaction torque can be adjusted almost instantaneously by the associated power electronics. The wind turbine has been also equipped with condition monitoring and diagnostic systems in order to meet maintainability requirements.

• Ocean Systems Engineering
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• 제14권1호
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• pp.17-52
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• 2024

In this paper, the authors explore the modeling and control of a point absorber wave energy converter, which is connected to the electric grid via a power converter that is based on a linear permanent magnet synchronous generator (LPMSG). The device utilizes a buoyant mechanism to convert the energy of ocean waves into electrical power, and the LPMSG-based power converter is utilized to change the variable frequency and voltage output from the wave energy converter to a fixed frequency and voltage suitable for the electric grid. The article concentrates on the creation of a predictive control system that regulates the speed, voltage, and current of the LPMSG, and the modeling of the system to simulate its behavior and optimize its design. The predictive model control is created to guarantee maximum energy output and stable grid connection, using Matlab Simulink to validate the proposed strategy, including control side generator and predictive current grid-side converter loops.

• 대한전자공학회논문지SD
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• 제37권5호
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• pp.55-65
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• 2000

본 논문에서는 CPF(Carry-Propagation-Free)의 특성을 갖는 RB(Redundant Binary)연산을 이용한 새로운 구조의 24비트 2의 보수 덧셈기를 설계하였다. TC2RB(Two's Complement to RB SUM converter)의 속도와 트랜지스터 개수를 줄이기 위해 MPPL(Modifed PPL) XOR/XNOR 게이트를 제안하고 고속 RB2TC(RB SUM to Two's Complement converter)를 사용한 두 가지 형태의 덧셈기를 제안하였다. 각 덧셈기의 특징을 살펴보면, TYPE 1 덧셈기는 VGS(Variable Group Select) 방식을 사용하여 덧셈기의 속도를 향상시켰으며 TYPE 2 덧셈기는 64비트 GCG(Group Change bit Generator)회로와 8비트 TYPE 1 덧셈기를 사용하여 속도를 향상시켰다. 64비트 TYPE 1 덧셈기의 경우 CLA와 CSA에 비해 각각 23.5%, 29.7%의 속도 향상을 TYPE 2 덧셈기의 경우 각각 41.2%, 45.9%의 속도 향상을 기대할 수 있다. 레이아웃된 24비트 TYPE 1과 TYPE 2 덧셈기의 전달지연 시간은 각각 1.4ns와 1.2ns로 나왔다. 제안한 덧셈기는 매우 규칙적인 구조를 가지고 있기 때문에 빠른 시간에 회로 설계 및 레이아웃이 가능하며 마이크로프로세서나 DSP 등과 같이 고속연산을 필요로 하는 경우에 적합하다.

• 센서학회지
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• 제24권4호
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• pp.252-257
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• 2015

This paper proposes a single slope A/D converter (SSADC) that is possible to process the signal of the ultraviolet, visible and infrared rays with a single chip. And the proposed SSADC is a type of single channel ADC. In the conventional SSADC, it is possible to process the only one signal with a kind of the sensor because the speed of the operating frequency and the slope of ramp signal generated by the ramp generator are fixed. In order to improve the disadvantages, a ramp generator which has variable slope in ramp function is designed and $3{\times}1$ MUX(multiplexer) is adopted so that we can change the speed of the operating frequency and the slope of ramp signal. Therefore, the multiple signal processing of the wanted sensors can be possible. The designed circuit is layout by the $0.35-{\mu}m$ CMOS 2-poly 4-metal technology process and is checked through DRC and LVS tools.

• 대한전기학회:학술대회논문집
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• 대한전기학회 2002년도 하계학술대회 논문집 B
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• pp.1342-1344
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• 2002

Wind is a significant and valuable renewable energy resource. It is safe and abundant and can make an important contribution to future clean, sustainable and diversified electricity supplies. Unlike other sources of energy, wind does not pollute the atmosphere nor create any hazardous waste. In some countries wind energy is already competitive with fossil and nuclear power even without accounting for the environmental benefits of wind power. The cost of electricity from conventional power stations does not usually take full account of its environmental impact (acid rain, oil slick clean up, the effects of climate change, etc). In this paper, a transient phenomenon simulation method for Wind Power Generation System(WPGS) under real weather conditions has been proposed. The simulation method is expected to be able to analyze easily under various conditions with considering the sort of wind turbine, the capacity of system and the converter system. Wind turbine connected to the synchronous generator and power converter was simulated.