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计及风电功率不确定性的经济调度问题求解方法

张昭遂 孙元章 李国杰 程林 林今

电力系统自动化2011,Vol.35Issue(22):125-130,6.
电力系统自动化2011,Vol.35Issue(22):125-130,6.

计及风电功率不确定性的经济调度问题求解方法

A Solution of Economic Dispatch Problem Considering Wind Power Uncertainty

张昭遂 1孙元章 2李国杰 3程林 4林今5

作者信息

  • 1. 电力系统国家重点实验室,清华大学电机系,北京市100084
  • 2. The
  • 3. Earth
  • 4. Institute,
  • 5. Columbia
  • 折叠

摘要

Abstract

If the uncertainty of wind power is taken into account in the static economic dispatch(SED) model,the traditional equal incremental cost criterion(EICC) will be ineffective.The reason is that the objective function will include the items of overestimation and underestimation costs which do not have analytical differential.Modern optimization algorithms are commonly used but restricted in practical projects.To deal with this problem,an approximate function is used to simulate wind power forecasted errors which obeys the normal distribution law.Therefore,the analytical differential of the objective function can be obtained and the SED problem incorporating wind power uncertainty can be solved with the EICC method.The novel EICC method provides an analytical way to find the effects of each type of factors on scheduled wind power,pollution emissions and system operating costs.Case study results meet the principle of economics and show the effects of economic and policy factors on the economic dispatch effectively.The method proposed can support the policy-making of renewable energy from a macro level.

关键词

静态经济调度/风力发电/功率预测/正态分布近似公式/等微增率准则

Key words

static economic dispatch(SED)/wind power/power forecast/normal distribution approximate function/equal incremental cost criterion(EICC)

分类

信息技术与安全科学

引用本文复制引用

张昭遂,孙元章,李国杰,程林,林今..计及风电功率不确定性的经济调度问题求解方法[J].电力系统自动化,2011,35(22):125-130,6.

基金项目

国家自然科学基金资助项目(50823001 50977050)~~ ()

电力系统自动化

OA北大核心CSCDCSTPCD

1000-1026

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