电力与能源
電力與能源
전력여능원
Power and Energy
2014年
4期
436-441
,共6页
风力发电%功率预测%误差分析%研究进展
風力髮電%功率預測%誤差分析%研究進展
풍력발전%공솔예측%오차분석%연구진전
Wind power generation%Power prediction%Error analysis%Research advance
随着大规模风电接入电力系统,为了保证电网安全、稳定运行,需要对风电功率进行预测。阐述了不同分类标准下的风电功率预测方法,分析了基于历史数据和基于数值天气预报的功率预测方法,归纳了风电功率预测的主要模型及其优缺点,研究了预测误差的评价指标。认为合理选择预测模型和进行模型性能优化是风电功率预测的关键。在综述国内外风电功率预测技术的研究现状后,针对国内当前对风电场功率预测模型研究与开发工作,提出了改进建议。
隨著大規模風電接入電力繫統,為瞭保證電網安全、穩定運行,需要對風電功率進行預測。闡述瞭不同分類標準下的風電功率預測方法,分析瞭基于歷史數據和基于數值天氣預報的功率預測方法,歸納瞭風電功率預測的主要模型及其優缺點,研究瞭預測誤差的評價指標。認為閤理選擇預測模型和進行模型性能優化是風電功率預測的關鍵。在綜述國內外風電功率預測技術的研究現狀後,針對國內噹前對風電場功率預測模型研究與開髮工作,提齣瞭改進建議。
수착대규모풍전접입전력계통,위료보증전망안전、은정운행,수요대풍전공솔진행예측。천술료불동분류표준하적풍전공솔예측방법,분석료기우역사수거화기우수치천기예보적공솔예측방법,귀납료풍전공솔예측적주요모형급기우결점,연구료예측오차적평개지표。인위합리선택예측모형화진행모형성능우화시풍전공솔예측적관건。재종술국내외풍전공솔예측기술적연구현상후,침대국내당전대풍전장공솔예측모형연구여개발공작,제출료개진건의。
With large scale wind power integrated into power system,in order to ensure the safe operation of power grid,it is necessary to predict the wind power generation.This paper introduces the prediction methods of wind power generation generally according to different classification criterion,then analyzes the wind power generation technologies based on historical and numerical weather respectively,and summarizes the main mod-els of wind power generation and its advantages and disadvantages,analyzes the predition evaluation index. Draws the conclusion that choosing the reasonable prediction model and optimizes its performance is the key to the wind power generation .After reviewing the status of the predition technologies at home and abroad,some existing problems in the current is pointed out,finally some advice about wind power generation research and development is proposed.