风能、储能、互联和电力成本

Valeria Di Cosmo, L. M. Valeri
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引用次数: 80

摘要

我们利用2008年1月1日至2012年8月28日的每小时数据,利用爱尔兰单一电力市场(SEM)作为测试系统,评估增加风力发电如何影响批发电价、平衡支付和补贴成本。我们使用看似不相关的回归(SUR)系统对现货市场进行建模,其中回归是一天中的24小时。风能对系统边际价格有负面影响,风力发电量每增加1兆瓦时(相当于我们样本中平均风力发电量的约0.2%),导致系统边际价格下降0.018兆瓦时,或其平均值的约0.3%。我们使用时间序列模型来分析平衡市场,并表明风力发电增加了平衡支付,需求和风的预测误差也增加了平衡支付。风力发电每增加1兆瓦时,约束支付就会增加3.2欧元,约为0.01%。缺乏储能增加了风能对平衡收支的影响,而缺乏互联则没有影响。总的来说,风能通过其对电价的影响降低了成本,而不是增加了约束支付,即使在存储中断时也是如此。考虑到对风力发电的补贴成本,风能的影响仍然是积极的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Wind, Storage, Interconnection and the Cost of Electricity
Abstract We evaluate how increasing wind generation affects wholesale electricity prices, balancing payments and the cost of subsidies using the Irish Single Electricity Market (SEM) as a test system, with hourly data from 1 January 2008 to 28 August 2012. We model the spot market using a system of seemingly unrelated regressions (SUR) where the regressions are the 24 hours of the day. Wind has a negative impact on the system marginal price, with every MWh increase in wind generation (equal to about 0.2% of the average wind generation in our sample) leading to a decrease of the system marginal price of €0.018 MWh, or about 0.3% of its average value. We use time series models to analyse the balancing market and show that wind generation increases balancing payments, as do the forecast errors of demand and wind. Every MWh of additional wind generation is associated with an increase in constraint payments of €3.2, or about 0.01%. Lack of storage increases the impact of wind on balancing payments whereas the lack of interconnection has no effect. Overall, wind decreases costs through its effect on the electricity price more than it increases constraint payments, even when storage is on outage. The effect of wind remains positive after including the cost of subsidies given to wind generation.
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