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A dynamic model for generation expansion planning based on Conditional Value-at-Risk theory under Low-Carbon Economy

机译:低碳经济下基于条件风险理论的发电扩展计划动态模型

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摘要

Realizing low-carbon development of power system is one of the most urgent issues among power industry, especially under the era of Low-Carbon Economy. Generation expansion planning (GEP) plays a key role in reducing carbon emission. In this paper, after revealing the impact of uncertainties on GEP, simulating the uncertainties of fuel price, carbon dioxide (CO2) emission reduction technology and carbon price, considering high grid integration of micro-grids, a dynamic model for GEP based on Conditional Value-at-Risk theory is proposed. On the basis of traditional GEP, the model analyzes the investment decisions which are made by generation company in different risk scenarios and considers the constraint of the risk of uncertainties. An actual case is studied based on a provincial grid in China by applying the proposed model, and the results prove it to be more adaptable and effective for the sustainable development of future power system. (C) 2016 Elsevier B.V. All rights reserved.
机译:电力系统的低碳发展是电力行业中最紧迫的问题之一,特别是在低碳经济时代。发电扩展计划(GEP)在减少碳排放中起着关键作用。本文在揭示了不确定性对GEP的影响之后,模拟了燃料价格,二氧化碳(CO2)减排技术和碳价的不确定性,并考虑了微电网的高度网格整合,这是一个基于条件值的GEP动态模型。提出了风险理论。该模型在传统GEP的基础上,分析了发电公司在不同风险情景下的投资决策,并考虑了不确定性风险的约束。应用该模型对中国省级电网进行了实例研究,结果表明该模型对未来电力系统的可持续发展具有更大的适应性和有效性。 (C)2016 Elsevier B.V.保留所有权利。

著录项

  • 来源
    《Electric power systems research》 |2016年第12期|363-371|共9页
  • 作者单位

    Yanshan Univ, Key Lab Power Elect Energy Conservat & Motor Driv, Qinhuangdao 066004, Hebei, Peoples R China;

    Yanshan Univ, Key Lab Power Elect Energy Conservat & Motor Driv, Qinhuangdao 066004, Hebei, Peoples R China;

    Yanshan Univ, Key Lab Power Elect Energy Conservat & Motor Driv, Qinhuangdao 066004, Hebei, Peoples R China;

    Yanshan Univ, Key Lab Power Elect Energy Conservat & Motor Driv, Qinhuangdao 066004, Hebei, Peoples R China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Low-Carbon Economy; Generation expansion planning; Uncertainties; Conditional Value-at-Risk; Investment decisions;

    机译:低碳经济;发电扩张计划;不确定性;有条件风险值;投资决策;

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