The U.S. electrical grid has undergone substantial transformation with increased penetration of wind and solar - forms of variable renewable energy (VRE). Despite the benefits of VRE for decarbonization, it has garnered some controversy for inducing unwanted effects in regional electricity markets. In this study, the role of VRE penetration is examined on the system electricity price and price volatility based on hourly, real-time, historical data from six Independent System Operators (ISOs) in the U.S. using quantile and skew t-distribution regressions. After correcting for temporal effects, we found an increase in VRE penetration is associated with decrease in system electricity price in all ISOs studied. The increase in VRE penetration is associated with decrease in temporal price volatility in five out of six ISOs studied. The relationships are non-linear. These results are consistent with the modern portfolio theory where diverse volatile assets may lead to more stable and less risky portfolios.
翻译:美国电网经历了巨大的转变,风能和太阳能(可变可再生能源)的渗透增加了。尽管VRE有利于去碳化,但它在引起区域电力市场的意外效应方面引起了一些争议。在这项研究中,VRE渗透的作用根据美国6个独立系统操作员(ISOs)的小时、实时和历史数据,利用微量和斜度分布回归,在系统电价和价格波动的基础上,对系统电价和价格波动进行了研究。在纠正时间效应后,我们发现VRE渗透的增加与所研究的所有ISO的系统电价下降有关。VRE渗透的增加与所研究的6个ISO中的5个ISO的时价波动下降有关。这些关系是非线性关系。这些结果符合现代组合理论,在这种理论中,不同的波动资产可能导致更稳定、风险更小的组合。