风电预测误差的风险评估

Q1 Engineering 电力系统自动化 Pub Date : 2015-01-01 DOI:10.7500/AEPS20141218006
Chen Yu, Yusheng Xue, F. Wen, Z. Dong, Junhua Zhao, Y. Ding, Zhao Xu
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引用次数: 6

摘要

总结了风电预测误差评价指标的要求和传统评价指标的不足。通过区分正误差和负误差对电力可靠性的影响,提出了WPP误差的风险评价指标及其计算方法。风险评估指标定义为由WPP误差引起的电力干扰事件的概率与事件造成的损失的积分。该指标具有货币维度,可以直接作为WPP误差的风险成本与其他成本一起累积。这样,对于误差大、概率小的事件,就可以消除“忽略小概率事件”与“重视损失大的事件”之间的取舍困惑。最后,以宁夏某风电场系统为例,说明了该风险指标的可行性和有效性。
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Risk Assessment of Wind Power Prediction Errors
the requirements on the error evaluation index for wind power prediction(wpp)and drawbacks of the traditional evaluation indexes are summarized.by distinguishing the influences on electric power reliability of a positive error from those of a negative error,a risk assessment index is proposed for wpp errors and its calculation.the risk assessment index is defined as an integration of the probability of a power disturbance event caused by wpp error and the losses caused by the event.having a monetary dimension,the index can be accumulated as risk cost of wpp error with other costs directly.thus,the confusion on how to trade off "ignoring the events of small probability "against' attaching importance to the events with heavy losses" can be dispelled for those events with big error as well as very small probability.finally,an actual wind farm system in ningxia,china is applied to illustrating the feasibility and availability of the risk index.
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来源期刊
电力系统自动化
电力系统自动化 Energy-Energy Engineering and Power Technology
CiteScore
8.20
自引率
0.00%
发文量
15032
期刊介绍: Founded in 1977, Power System Automation is a well-known journal in the discipline of electrical engineering in China. At present, it has been issued to all provinces, cities, autonomous regions, Hong Kong, Macao and Taiwan, and abroad to dozens of countries in North America, Europe and Asia-Pacific region, with a large number of readers at home and abroad. Power System Automation takes “based on China, facing the world, seeking truth and innovation, promoting scientific and technological progress in the field of electric power and energy” as the purpose of the journal, mainly for the professional and technical personnel, teachers and students engaged in scientific research, design, operation, testing, manufacturing, management and marketing in the electric power industry and higher education institutions as well as electric power users, and focuses on hotspots of the industry's development and the It focuses on the hot and difficult issues of the industry. It focuses on the hot and difficult issues of the industry, both academic and forward-looking, practical and oriented, and at the same time emphasizes and encourages technical exchanges of experiences, improvements and innovations from the front line of scientific research and production.
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