Global S&T Development Trend Analysis Platform of Resources and Environment
DOI | 10.1088/1748-9326/ab35a8 |
A new method utilizing smart meter data for identifying the existence of air conditioning in residential homes | |
Chen, Mo; Sanders, Kelly T.; Ban-Weiss, GeorgeA | |
2019-09-01 | |
发表期刊 | ENVIRONMENTAL RESEARCH LETTERS |
ISSN | 1748-9326 |
出版年 | 2019 |
卷号 | 14期号:9 |
文章类型 | Article |
语种 | 英语 |
国家 | USA |
英文摘要 | Climate change, urbanization, and economic growth are expected to drive increases in the installation of new air conditioners, as well as increases in utilization of existing air conditioning (AC) units, in the coming decades. This growth will provide challenges for a diversity of stakeholders, from grid operators charged with maintaining a reliable and cost-effective power system, to low-income communities that may struggle to afford increased electricity costs. Despite the importance of building a quantitative understanding of trends in existing and future AC usage, methods to estimate AC penetration with high spatial and temporal resolution are lacking. In this study we develop a new classification method to characterize AC penetration patterns with unprecedented spatiotemporal resolution (i.e. at the census tract level), using the Greater Los Angeles Area as a case study. The method utilizes smart meter data records from 180 476 households over two years, along with local ambient temperature records. When spatially aggregated, the overall AC penetration rate of the Greater Los Angeles Area is 69%, which is similar to values reported by previous studies. We believe this method can be applied to other regions of the world where household smart meter data are available. |
英文关键词 | smart meter residential electricity air conditioning penetration saturation building energy climate change urban heat island |
领域 | 气候变化 |
收录类别 | SCI-E |
WOS记录号 | WOS:000484126100001 |
WOS关键词 | ENERGY EFFICIENCY ; CLIMATE ; IMPACTS ; DEMAND ; MODEL |
WOS类目 | Environmental Sciences ; Meteorology & Atmospheric Sciences |
WOS研究方向 | Environmental Sciences & Ecology ; Meteorology & Atmospheric Sciences |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://119.78.100.173/C666/handle/2XK7JSWQ/186620 |
专题 | 气候变化 |
作者单位 | Univ Southern Calif, Dept Civil & Environm Engn, Los Angeles, CA 90089 USA |
推荐引用方式 GB/T 7714 | Chen, Mo,Sanders, Kelly T.,Ban-Weiss, GeorgeA. A new method utilizing smart meter data for identifying the existence of air conditioning in residential homes[J]. ENVIRONMENTAL RESEARCH LETTERS,2019,14(9). |
APA | Chen, Mo,Sanders, Kelly T.,&Ban-Weiss, GeorgeA.(2019).A new method utilizing smart meter data for identifying the existence of air conditioning in residential homes.ENVIRONMENTAL RESEARCH LETTERS,14(9). |
MLA | Chen, Mo,et al."A new method utilizing smart meter data for identifying the existence of air conditioning in residential homes".ENVIRONMENTAL RESEARCH LETTERS 14.9(2019). |
条目包含的文件 | 条目无相关文件。 |
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