• 제목/요약/키워드: Power Generation Forecast

검색결과 85건 처리시간 0.025초

태양에너지 예보기술 동향분석 (Trend Review of Solar Energy Forecasting Technique)

  • 전재호;이정태;김현구;강용혁;윤창열;김창기;김보영;김진영;박유연;김태현;조하나
    • 한국태양에너지학회 논문집
    • /
    • 제39권4호
    • /
    • pp.41-54
    • /
    • 2019
  • The proportion of solar photovoltaic power generation has steadily increased in the power trade market. Solar energy forecast is highly important for the stable trade of volatile solar energy in the existing power trade market, and it is necessary to identify accurately any forecast error according to the forecast lead time. This paper analyzes the latest study trend in solar energy forecast overseas and presents a consistent comparative assessment by adopting a single statistical variable (nRMSE) for forecast errors according to lead time and forecast technology.

도심 빌딩 옥상에 적용 가능한 풍력발전시스템의 성능 평가 연구 (Performance Evaluation of Vertical Wind Power Generation System Structured on the Downtown Buildings Roof)

  • 나채문;정광섭;김영일;김동혁
    • 한국지열·수열에너지학회논문집
    • /
    • 제12권3호
    • /
    • pp.9-16
    • /
    • 2016
  • This study had the purpose on feasibility judgment through performance forecast of wind power generation system using the cross flow vertical type wind power turbine for the situation of domestic small size wind power technology development. Wind power generation system uses the principle of venturi tube that gathers the wind through the first guide vane, and second guide vein changes the angle of the wind simultaneously by playing the role of venturi tube. After this, wind got out from the second guide vane spins the wind power turbine and has the meaning of judging on the aspect of numerical interpretation the feasibility for the small size wind power generation through wind power generation system that comes out from the back.

발전기 기동정지 계획에 적용되는 불확실한 부하곡선에 대한 통계적 분석 (Stochastic Analysis of the Uncertain Hourly Load Demand Applying to Unit Commitment Problem)

  • 정춘식;박정도;국현종;문영현
    • 대한전기학회:학술대회논문집
    • /
    • 대한전기학회 2000년도 하계학술대회 논문집 A
    • /
    • pp.337-340
    • /
    • 2000
  • In this paper, the effects of the uncertain hourly load demand are stochastically analyzed especially by the consideration of the average over generation of the Unit Commitment(UC) results. In order to minimize the effects of the actual load profile change, a new UC algorithm is proposed. The proposed algorithm calculates the UC results with the lower load level than the one generated by the conventional load forecast. In case of the worse load forecast, the deviation of the conventional UC solution can be overcome with the lower load level and the more hourly reserve requirements. The proposed method is tested with sample systems, which shows that the proposed method can be used as the basic guideline for selecting the potimal load forecast applying to UC problem.

  • PDF

시화 조력발전 접속에 따른 발전량 예측 (Generation Forecast for Integrating Sihwa Tidal Power into Power Systems)

  • 김규호;송경빈;권석기;김태훈
    • 대한전기학회:학술대회논문집
    • /
    • 대한전기학회 2006년도 추계학술대회 논문집 전력기술부문
    • /
    • pp.375-377
    • /
    • 2006
  • This paper presents a method to calculate generation power for integrating Sihwa tidal power into power systems. The sea levels of 1 minute interval using cubic interpolation based on the forecasted levels of high and low water offered from Nori(National Oceanographic Research Institute) are calculated. If the sea level is greater than the lake level and the difference between sea level and lake level at high tide is over the default value, it begins to calculate the tidal power. It is seen that tidal power can supply power to demand side stably and economically from assessment of effect for integrating tidal power into power systems.

  • PDF

Real-Time Volt/VAr Control Based on the Difference between the Measured and Forecasted Loads in Distribution Systems

  • Park, Jong-Young;Nam, Soon-Ryul;Park, Jong-Keun
    • Journal of Electrical Engineering and Technology
    • /
    • 제2권2호
    • /
    • pp.152-156
    • /
    • 2007
  • This paper proposes a method for real-time control of both capacitors and ULTC in a distribution system to reduce the total power loss and to improve the voltage profile over the course of a day. The multi-stage consists of the off-line stage to determine dispatch schedule based on a load forecast and the on-line stage generates the time and control sequences at each sampling time. It is then determined whether one of the control actions in the control sequence is performed at the present sampling time. The proposed method is presented for a typical radial distribution system with a single ULTC and capacitors.

풍력발전 예보시스템 KIER Forecaster의 개발 (Development of the Wind Power Forecasting System, KIER Forecaster)

  • 김현구;장문석;경남호;이영섭
    • 한국신재생에너지학회:학술대회논문집
    • /
    • 한국신재생에너지학회 2006년도 춘계학술대회
    • /
    • pp.323-324
    • /
    • 2006
  • In the present paper a forecasting system of wind power generation for Walryong Site, Jejudo is presented, which has been developed and evaluated as a first step toward establishing Korea Forecasting Model of Wind Power Generation. The forecasting model, KIER forecaster is constructed based on statistical models and is trained with wind speed data observed at Gosan Weather Station nearby Walryong Si to. Due to short period of measurements at Walryong Site for training statistical model, Gosan wind data were substituted and transplanted to Walryong Site by using Measure-Correlate-Predict technique. Three-hour advanced forecast ins shows good agreement with the measurement at Walryong site with the correlation factor 0.88 and MAE(mean absolute error) 15% under.

  • PDF

Optimal Allocation of Distributed Solar Photovoltaic Generation in Electrical Distribution System under Uncertainties

  • Verma, Ashu;Tyagi, Arjun;Krishan, Ram
    • Journal of Electrical Engineering and Technology
    • /
    • 제12권4호
    • /
    • pp.1386-1396
    • /
    • 2017
  • In this paper, a new approach is proposed to select the optimal sitting and sizing of distributed solar photovoltaic generation (SPVG) in a radial electrical distribution systems (EDS) considering load/generation uncertainties. Here, distributed generations (DGs) allocation problem is modeled as optimization problem with network loss based objective function under various equality and inequality constrains in an uncertain environment. A boundary power flow is utilized to address the uncertainties in load/generation forecasts. This approach facilitates the consideration of random uncertainties in forecast having no statistical history. Uncertain solar irradiance is modeled by beta distribution function (BDF). The resulted optimization problem is solved by a new Dynamic Harmony Search Algorithm (DHSA). Dynamic band width (DBW) based DHSA is proposed to enhance the search space and dynamically adjust the exploitation near the optimal solution. Proposed approach is demonstrated for two standard IEEE radial distribution systems under different scenarios.

시화조력발전 계통연계에 따른 시간대별 발전량 산정 (Calculation of Generation Power Integrating Sihwa Tidal Power into Power Systems)

  • 김규호;송경빈
    • 조명전기설비학회논문지
    • /
    • 제21권1호
    • /
    • pp.157-163
    • /
    • 2007
  • 본 연구에서는 시화조력발전소의 계통 연계에 따른 발전량을 예측하여 평가하는 방안을 제안하였다. 국립해양조사원에서 제공되는 시화방조제의 대한 조석에 따른 고조(high water)와 저조(low water)의 해측 예측 자료에 대하여 보간법(interpolation)을 이용하여 1분 단위의 시화호 해측의 수위를 예측하였다. 예측된 시화방조제의 해측과 내측의 수위를 이용하여 시화조력발전소의 시간대별 발전량을 계산하였다. 계통 운영회사에서는 이러한 발전량을 근거하여 계통 기동정지계획 등에 활용할 수 있다.

System Dynamics를 이용한 원자력발전의 기술가치 평가 (A System Dynamics Approach for Valuing Nuclear Power Technology)

  • 이용석
    • 한국시스템다이내믹스연구
    • /
    • 제7권2호
    • /
    • pp.57-80
    • /
    • 2006
  • Nuclear technology made a great contribution to the national economy and society by localization of nuclear power plant design, and by stabilization of electricity price, etc. It is very important to conduct the retrospective analysis for the nuclear technology contribution to the national economy and society, but it is more important to conduct prospective analysis for the nuclear technology contribution. The term "technology value" is often used in the prospective analysis to value the result of technology development. There are various definitions of technology value, but generally it means the increment of future revenue or the reduction of future cost by technology development. These technology valuation methods are widely used in various fields (information technology or energy technology, etc). The main objective of this research is to develop valuation methodology that represents unique characteristics of nuclear power technology. The valuation methodology that incorporates market share changes of generation technologies was developed. The technology valuation model which consists of five modules (electricity demand forecast module, technology development module, market share module, electricity generation module, total cost module) to incorporate market share changes of generation technologies was developed. The nuclear power technology value assessed by this technology valuation model was 3 times more than the value assessed by the conventional method. So it was confirmed that it is very important to incorporates market share changes of generation technologies. The valuation results of nuclear power technology in this study can be used as policy data for ensuring the benefits of nuclear power R&D (Research and Development) investment.

  • PDF

기상예보를 이용한 태양광 LED 가로등의 효율적 운용에 관한 연구 (A Study on Efficient Management of Solar Powered LED Street Lamp Using Weather forecast)

  • 표세영;권오석;김기환
    • 한국인터넷방송통신학회논문지
    • /
    • 제15권2호
    • /
    • pp.129-135
    • /
    • 2015
  • 본 논문에서는 가로등 운용에 있어서 일기예보 및 일조량을 고려한 알고리즘을 제안하였다. 이 알고리즘에 의해 생성된 Weather Factor를 적용하여 보행자가 있을 시에는 가로등의 광량을 최대로 유지하고 보행자가 없을 경우 최대전력을 사용하지 않고 일정한 밝기를 유지하는 대기전력모드를 사용하여 전력소비를 줄였다. 이렇게 함으로써 배터리의 잔량을 확보할 수 있으며 이를 이용하여 부조일이 지속될 경우 운용일수를 최대한 연장하기 위한 적절한 알고리즘을 제안하였다. 또한 이러한 알고리즘에 필요한 Weather Factor의 값을 실험을 통하여 결정하였으며. 모의실험을 통해 알고리즘의 적합성을 확인하였다.