Johnson Derek, Heltzel Robert
Mechanical & Aerospace Engineering, West Virginia University, P.O. Box 6106, Morgantown, West Virginia26506, United States.
ACS Omega. 2021 May 27;6(22):14200-14207. doi: 10.1021/acsomega.1c00874. eCollection 2021 Jun 8.
Understanding methane emissions from the natural gas supply chain continues to be of interest. Previous studies identified that measurements are skewed due to "super-emitters", and recently, researchers identified temporal variability as another contributor to discrepancies among studies. We focused on the latter by performing 17 methane audits at a single production site over 4 years, from 2016 to 2020. Source detection was similar to Method 21 but augmented with accurate methane mass rate quantification. Audit results varied from ∼78 g/h to over 43 kg/h with a mean emissions rate of 4.2 kg/h and a geometric mean of 821 g/h. Such high variability sheds light that even quarterly measurement programs will likely yield highly variable results. Total emissions were typically dominated by those from the produced water storage tank. Of 213 sources quantified, a single tank measurement represented 60% of the cumulative emission rate. Measurements were separated into four categories: wellheads ( = 78), tank ( = 17), enclosed gas process units ( = 31), and others ( = 97). Each subgroup of measurements was skewed and fat-tailed, with the skewness ranging from 2.4 to 5.7 and kurtosis values ranging from 6.5 to 33.7. Analyses found no significant correlations between methane emissions and temperature, whole gas production, or water production. Since measurement results were highly variable and daily production values were known, we completed a Monte Carlo analysis to estimate average throughput-normalized methane emissions which yielded an estimate of 0.093 ± 0.013%.
了解天然气供应链中的甲烷排放一直备受关注。先前的研究发现,由于“超级排放源”,测量结果存在偏差,最近,研究人员发现时间变异性是研究结果差异的另一个原因。我们从2016年到2020年的4年时间里,在一个单一生产地点进行了17次甲烷审计,重点关注后者。源检测与方法21类似,但增加了准确的甲烷质量速率量化。审计结果从约78克/小时到超过43千克/小时不等,平均排放速率为4.2千克/小时,几何平均值为821克/小时。如此高的变异性表明,即使是季度测量计划也可能产生高度可变的结果。总排放量通常由采出水储存罐的排放主导。在量化的213个源中,单个罐的测量占累计排放速率的60%。测量分为四类:井口(=78)、罐(=17)、封闭气体处理单元(=31)和其他(=97)。每个测量子组都存在偏差且呈厚尾分布,偏度范围为2.4至5.7,峰度值范围为6.5至33.7。分析发现甲烷排放与温度、全气产量或水产量之间没有显著相关性。由于测量结果高度可变且日产量已知,我们完成了蒙特卡洛分析,以估计平均产量归一化的甲烷排放量,得出的估计值为0.093±0.013%。