论文标题
美国电力部门没有共同的-19气候银衬里
No COVID-19 Climate Silver Lining in the US Power Sector
论文作者
论文摘要
最近的研究得出的结论是,全球冠状病毒(COVID-19)大流行在全球和美国的电力部门CO $ _2 $排放量下降。在本文中,我们分析了从2020年3月到2020年12月,美国电力部门降低CO2排放的统计学意义。我们使用高斯流程(GP)回归来评估CO2的减少是否会降低,而对于由于不确定的因素而不确定,因此在不确定的情况下,由于不确定的趋势和季节性的趋势,以及最近的季节性,以及最近的季节性,以及最近的季节性,以及季节性的趋势,并进行了合理的可能性。我们发现,考虑到5%的显着性水平的假设检验,每月二氧化碳排放量的减少仅在4月和2020年5月具有统计学意义。另外,我们考虑到Covid-19至2022年对燃煤电厂退休的潜在影响。我们发现,由于可能与COVID相关的持续降低电力需求和价格,只有一小部分美国煤炭发电厂有退休风险。我们观察并预计在美国电力部门将重返Covid-19-19二氧化碳排放。
Recent studies conclude that the global coronavirus (COVID-19) pandemic decreased power sector CO$_2$ emissions globally and in the United States. In this paper, we analyze the statistical significance of CO2 emissions reductions in the U.S. power sector from March through December 2020. We use Gaussian process (GP) regression to assess whether CO2 emissions reductions would have occurred with reasonable probability in the absence of COVID-19 considering uncertainty due to factors unrelated to the pandemic and adjusting for weather, seasonality, and recent emissions trends. We find that monthly CO2 emissions reductions are only statistically significant in April and May 2020 considering hypothesis tests at 5% significance levels. Separately, we consider the potential impact of COVID-19 on coal-fired power plant retirements through 2022. We find that only a small percentage of U.S. coal power plants are at risk of retirement due to a possible COVID-19-related sustained reduction in electricity demand and prices. We observe and anticipate a return to pre-COVID-19 CO2 emissions in the U.S. power sector.