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Impact of Demand Response on Thermal Generation Investment with High Wind Penetration

机译:需求响应对高风速火电投资的影响

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摘要

We present a stochastic programming model for investments in thermal generation capacity to study the impact of demand response (DR) at high wind penetration levels. The investment model combines continuous operational constraints and wind scenarios to represent the implications of wind variability and uncertainty at the operational level. DR is represented in terms of linear price-responsive demand functions. A numerical case study based on load and wind profiles of Illinois is constructed with 20 candidate generating units of various types. Numerical results show the impact of DR on both investment and operational decisions. We also propose a model in which DR provides operating reserves and discuss its impact on lowering the total capacity needed in the system. We observe that a relatively small amount of DR capacity is sufficient to enhance the system reliability. When compared to the case with no DR, a modest level of DR results in less wind curtailment and better satisfaction of reserve requirements, as well as improvements in both the social surplus and generator utilization, as measured by capacity factors.
机译:我们提出了一种用于发电能力投资的随机规划模型,以研究高风速渗透水平下需求响应(DR)的影响。该投资模型结合了持续的运行约束和风力场景,以表示运行水平上风的可变性和不确定性的含义。 DR以线性的价格响应需求函数表示。基于伊利诺伊州负荷和风廓线的数值案例研究由20种不同类型的候选发电单元构成。数值结果显示了灾难恢复对投资和运营决策的影响。我们还提出了一个模型,其中灾难恢复可以提供运营储备,并讨论其对降低系统所需的总容量的影响。我们观察到,相对较小的DR容量足以增强系统可靠性。与没有灾难恢复的情况相比,适度的灾难恢复水平会减少风力消耗,更好地满足储备要求,并通过容量因素来衡量社会盈余和发电机利用率的改善。

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