期刊
ENERGY AND BUILDINGS
卷 228, 期 -, 页码 -出版社
ELSEVIER SCIENCE SA
DOI: 10.1016/j.enbuild.2020.110423
关键词
Building energy simulation; Building codes; Setpoints; Thermostat; Data science
资金
- U.S. Environmental Protection Agency
- Office of Building Technology, U.S. Department of Energy [DE-AC02-05CH11231]
Internet-connected thermostats are a promising new source of temperature and operational data in homes because they record inside temperatures, setpoints, and HVAC runtimes every five minutes. Over 20 million Internet-connected thermostats have already been installed in American homes. Data from about 20,000 connected thermostats were collected and organized by climate zone, number of occupants, floor area, and day type. A method was developed to create up to 40 representative temperature schedules which, together, can more accurately capture the diversity of heating and cooling behaviors. These results are suitable for input into schedules for building energy simulation models. This information enables more realistic simulations of American heating and cooling behavior, leading to more accurate estimates of energy consumption and savings. (C) 2020 Elsevier B.V. All rights reserved.
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