• 제목/요약/키워드: wind turbine system

검색결과 994건 처리시간 0.024초

움직임 추정 및 머신 러닝 기반 풍력 발전기 모니터링 시스템 (Motion Estimation and Machine Learning-based Wind Turbine Monitoring System)

  • 김병진;천성필;강석주
    • 전기학회논문지
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    • 제66권10호
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    • pp.1516-1522
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    • 2017
  • We propose a novel monitoring system for diagnosing crack faults of the wind turbine using image information. The proposed method classifies a normal state and a abnormal state for the blade parts of the wind turbine. Specifically, the images are input to the proposed system in various states of wind turbine rotation. according to the blade condition. Then, the video of rotating blades on the wind turbine is divided into several image frames. Motion vectors are estimated using the previous and current images using the motion estimation, and the change of the motion vectors is analyzed according to the blade state. Finally, we determine the final blade state using the Support Vector Machine (SVM) classifier. In SVM, features are constructed using the area information of the blades and the motion vector values. The experimental results showed that the proposed method had high classification performance and its $F_1$ score was 0.9790.

풍력발전용 시뮬레이터 개발 (Development of Simulator for Wind Power Generation)

  • 서영거;이지은;고종선
    • 전기학회논문지
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    • 제58권6호
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    • pp.1123-1129
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    • 2009
  • The main goal of this paper is to simulate a Doubly-Fed Induction Generator (DFIG), which is similar to a real system. Wind velocity data is applied to a 2D Lookup table as a speed reference for a turbine model. A real electric machine's parameters are put in the simulator to get some results of the real system. The Matlab have been generally used to simulate DFIG, but it has some differences from the real system and is difficult to implement. A Simplorer simulator, however, simplifies DFIG simulation. The turbine is directly connected with the DFIG to be close to the real system. The machine's rotor is excited and controlled by the discrete carrier modulated matrix converter. It is possible to retrieve important information, like a generated power and wind quality etc., from the simulator without a huge wind turbine.

대형 풍력발전기용 소형 모터-발전기 시스템 설계 (Design of a Small-Scale Motor-Generator System for a Large Wind Turbine)

  • 임채욱
    • 한국유체기계학회 논문집
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    • 제20권1호
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    • pp.48-52
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    • 2017
  • Small-scale motor-generator sets have been used in laboratories for verification of real large wind turbines whose rated power are more than 1 MW. In this paper, a result of designing a small-scale motor-generator system, which is composed of motor, gear box, flywheel, and generator, is presented in the aspect of speed response. Design objective is to make a small-scale motor-generator system have the same time constant and optimal tip speed ratio region as a real MW wind turbine. A small-scale 3.5 kW motor-generator system for emulating response of a 2 MW wind turbine is considered and designed.

계통연계 풍력발전시스템의 무효전력 보상에 대한 시뮬레이션 (Simulation of Reactive Power Compensation in Grid-Connected Wind Power Generation System)

  • 노경수;장보경
    • 조명전기설비학회논문지
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    • 제25권6호
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    • pp.82-89
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    • 2011
  • Reactive power support is considered to be necessary for dealing with a voltage stability issue with wind turbine system employing squirrel-cage induction generator(SCIG). This paper analyses steady-state characteristics of the SCIG wind turbine system by simulating torque-slip characteristics of SCIG with respect to variations of interconnecting network strength and generator terminal voltage. It also presents dynamics analysis of SCIG wind turbine system on Simulink to investigate the impact of static var compensator(SVC) and static synchronous compensator(STATCOM) on transient stability enhancement. It analysed transient stability with varying fault duration times and compared the transient stability characteristics with varying rated capacities of SVC and STATCOM. It is shown that the STATCOM has a better performance and reactive power support compared to SVC.

영구자석형 동기기를 이용한 WIND TURBINE SYSTEM 시뮬레이션 모델 구현에 관한 연구 (Simulation Model of Wind Turbine System Using Permanent Magnet Synchronous Machine)

  • 권정민;김정훈;이홍희
    • 전력전자학회:학술대회논문집
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    • 전력전자학회 2007년도 하계학술대회 논문집
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    • pp.235-237
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    • 2007
  • 최근 신재생 에너지로 풍력 발전 시스템이 중요시 되고 있다. 이에 본 논문에서는 풍력발전 시스템의 Wind Turbine System을 영구자석형 동기기를 이용하여 시뮬레이션 모델을 구현하였다. 시뮬레이션 모델은 회전자 모델, MPPT 알고리즘, 영구자석형 동기기(PMSM) 등으로 구성되어있다. Wind Blade Rotor의 유체역학적 특성 및 가감속 제어전략을 이용하여 Wind Turbine System의 특성을 시뮬레이션 할 수 있도록 하였다. 본 연구 결과는 이후 영구자석형 동기기를 이용한 풍력발전기의 기초 자료로서 이용될 수 있을 것으로 기대된다.

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다몸체 역학을 이용한 풍력발전 시스템 모델링 (Wind Turbine System Modeling using Multi-body Dynamics)

  • 민병문;노태수;정성남;최석우;송승호
    • 전력전자학회:학술대회논문집
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    • 전력전자학회 2003년도 춘계전력전자학술대회 논문집(1)
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    • pp.367-370
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    • 2003
  • In this paper, an efficient modeling method of wind turbine system is proposed using multi-body dynamics. This method is based on representing a wind turbine system as a multi-body system with several rigid bodies. Also, simulation software WINSIM is developed to evaluate performance of wind turbine system. Simulation results show that proposed modeling method and simulation software is efficient and reliable

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다몸체 역학을 이용한 수평축 풍력발전 시스템 모델링 (Horizontal-Axis Wind Turbine System Modeling using Multi-body Dynamics)

  • 민병문;노태수;송승호;최석우
    • 전력전자학회논문지
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    • 제9권1호
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    • pp.1-9
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    • 2004
  • 본 논문에서는 로터 블레이드, 발전기, 로터 블레이드와 발전기에 연결된 고/저속 회전축 및 회전축간의 회전력을 전달하는 기어 시스템 등 다수의 몸체가 서로 상대적인 운동이 가능한 채 연결되어 있는 단일로터 수평축 풍력발전 시스템을 다몸체 시스템으로 간주한 후, 다몸체 역학을 이용한 풍력발전 시스템 모델링 기법을 제안하였다. 이를 기반으로 풍력발전 시스템의 성능 해석을 위한 시뮬레이터를 개발하였다. 그리고 다양한 시뮬레이션을 통해 제안된 풍력발전 시스템 모델링 기법과 시뮬레이터의 타당성을 검증하였다.

가변관성 모의 기능을 가진 풍력발전기 시뮬레이터의 제어 알고리즘 (Control Algorithm for Wind Turbine Simulator with Variable Inertia Emulation)

  • 정병창;정세종;송승호;노도환;김동용
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2002년도 춘계학술대회 논문집 전기기기 및 에너지변환시스템부문
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    • pp.170-173
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    • 2002
  • A variable speed wind turbine simulator is designed and implemented for the simulation of wind power generation system. The control algorithm decides the shaft torque delivered to generator taking into consideration the wind speed, the generator rpm, and the rotor blade inertia. It is shown that the proposed control algorithm can emulate the dynamic behavior of actual wind turbine through simulations and experimental.

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RTDS를 이용한 계통연계형 풍력발전시스템 시뮬레이션에 관한 연구 (Study on the Simulation of Grid Connection Type Wind Power System using RTDS)

  • 김종현;박민원;유인근
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2005년도 춘계학술대회 논문집 전기기기 및 에너지변환시스템부문
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    • pp.268-270
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    • 2005
  • A tendency to erect more wind turbines can be observed in order to reduce the environmental consequences of electric power generation. As a result of this, in the near future, wind turbines may start to influence the behavior of electric power systems by interacting with conventional generation and loads. Therefore, wind turbine models that can be integrated into power system simulation software are needed. In this paper, a model that can be used to represent all types of variable speed wind turbines in power system simulations is presented. Wind turbine characteristic equation of a wind turbine is implemented in the RTDS, and the real data of weather conditions are interfaced to the RTDS for the purpose of real time simulation of grid-connection wind power system. The outcomes of the simulation demonstrate the effectiveness of the proposed simulation scheme in this paper. The results show that the cost effective verifying for the efficiency and stability of WPGS.

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다구찌 기법을 이용한 윈드실드 수직축 풍력 터빈의 기초 실험 연구 (Basic Experiment Using Taguchi method for Vertical Wind Turbine with Wind-shield)

  • 홍철현;서성호
    • 한국해양공학회지
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    • 제25권3호
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    • pp.85-89
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    • 2011
  • This study aimed to develop a wind turbine system for the domestic wind environments. The Taguchi method was applied to obtain the optimal design for a wind turbine with a wind-shield. The design parameters were defined to look for the shape of the wind turbine. Optimal parameters were determined on the basis of the analyzed level averages of the characteristics. According to the test results to which the optimal parameters were applied, the rpm improved. It was also found that a windshield 3/4 the size contributes to improving the efficiency of existing turbines.