Residential Electricity Consumption Patterns and their Relationship to Commute Times by Mode

Juan Acosta-Sequeda, Hevar Palani, Ali Movahedi, Aslihan Karatas, Sybil Derrible
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Abstract

In this study, the correlation between emerging electricity consumption patterns in the Chicago area and commute times to work by mode are explored. We found that when aggregating similar daily electricity consumption curves, areas sharing similar electricity patterns are geographically closer to each other and located in regions that are strictly urban or suburban. Furthermore, we modelled these clusters in terms of commute times to work by mode. The findings suggest that morning electricity consumption differs significantly among clusters and that it is caused primarily by long duration public transport trips.
居民用电模式及其与通勤时间的关系
本研究探讨了芝加哥地区新兴电力消费模式与通勤时间之间的相关性。我们发现,当汇总相似的日用电量曲线时,拥有相似用电模式的地区在地理上彼此更接近,并且位于严格意义上的城市或郊区。此外,我们根据通勤时间按模式对这些集群进行建模。研究结果表明,在不同的集群中,早上的用电量差异很大,主要是由长时间的公共交通造成的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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