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对风电功率预测系统中预测精度的讨论
引用本文:杨桂兴,常喜强,王维庆,姚秀萍. 对风电功率预测系统中预测精度的讨论[J]. 电网与水力发电进展, 2011, 27(1): 67-71
作者姓名:杨桂兴  常喜强  王维庆  姚秀萍
作者单位:1. 新疆大学,电气工程学院,新疆,乌鲁木齐830008
2. 新疆电力调度通信中心,新疆,乌鲁木齐,830002
基金项目:国家自然科学基金项目(50867004)
摘    要:为了合理地利用风电,提高电力系统经济性,需要对风电场输出功率进行预测。针对目前风电场输出功率预测系统中预测结果缺乏足够精度的原因展开分析和讨论,在此基础上对预测模型中存在的问题以及对基础数据的处理方法进行了改进,并结合并网型风电场给预测系统带来的预测精度不准确的原因展开讨论,提出了解决方案,最后阐述了对提高风电功率预测精度还需要进一步做的工作。

关 键 词:风电功率预测  预测模型  数据处理  运行方式  预测精度

Discussions on Prediction Accuracy of Wind Power Forecasting System
YANG Gui-xing,CHANG Xi-qiang,WANG Wei-qing and YAO Xiu-ping. Discussions on Prediction Accuracy of Wind Power Forecasting System[J]. Advance of Power System & Hydroelectric Engineering, 2011, 27(1): 67-71
Authors:YANG Gui-xing  CHANG Xi-qiang  WANG Wei-qing  YAO Xiu-ping
Affiliation:College of Electrical Engineering, Xinjiang University, Urumqi 830008, Xinjiang Uygur Autonomous Region, China;Xinjiang Electric Power Dispatching and Communication Center, Urumqi 830002, Xinjiang Uygur Autonomous Region, China;College of Electrical Engineering, Xinjiang University, Urumqi 830008, Xinjiang Uygur Autonomous Region, China;Xinjiang Electric Power Dispatching and Communication Center, Urumqi 830002, Xinjiang Uygur Autonomous Region, China
Abstract:Prediction of the output power in a wind farm is needed as to use wind power rationally and to increase the economical efficiency of the power system. This paper discussed and analyzed reasons of the inaccuracy in the wind power forecasting system in wind farms. Then, improvement is made on the current forecast system model and on the processing method for the basic data. Discussions are also presented on the reasons of inaccuracy due to the effects on the forecast system by the wind farms interconnected with power grids, and corresponding solutions are proposed. Finally, it elaborates on the further work to increase the prediction accuracy.
Keywords:wind power forecast   forecast model   data processing   operation mode   prediction accuracy
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