A cluster analysis of energy-consuming activities in everyday life

被引:21
作者
Palm, Jenny [1 ]
Ellegard, Kajsa [1 ]
Hellgren, Mattias [1 ]
机构
[1] Linkoping Univ, Dept Themat Studies Technol & Social Change, Linkoping, Sweden
关键词
cluster analysis; consumer habits; energy demand; flexible consumption; flexible users; inhabitant activities; plug loads; time-diaries; time-geography; RESIDENTIAL ELECTRICITY DEMAND; SIDE MANAGEMENT; LOAD PROFILES; SMART GRIDS; TIME; FLEXIBILITY; APPLIANCES; IMPACT; INFORMATION; CONSUMPTION;
D O I
10.1080/09613218.2017.1302225
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Flexible consumption in the household sector concerns individuals' daily choices and the routines that develop in their households. Targeting household-level energy consumption therefore requires an understanding of energy consumption in relation to individual household members' activity patterns. Individual time-diaries reveal when, for how long and where energy-related activities occur, permitting discussions of the temporal flexibility of these activities. Using multiple time-diaries (n=6477) from a population reveals differences in activity patterns in larger groups and permits recorded activities to be clustered. Few explorative studies perform cluster analyses of energy-consuming activities in order to examine when and for how long these activities occur. When clustering is done, it is usually based on socio-economic factors, and not on the activities performed in sequence. This paper reports a time-geographically inspired cluster analysis based on when and for how long some activities requiring electricity are performed in the home by individuals in a population. The presented cluster analysis based on activities gives a new perspective to the discussion of flexible users and provides a basis for deeper analyses, for example, of whether activities are moveable in time for individuals, complementing cluster analysis based on other variables.
引用
收藏
页码:99 / 113
页数:15
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