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
来源
BUILDING RESEARCH AND INFORMATION | 2018年 / 46卷 / 01期
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
相关论文
共 50 条
  • [41] The improvement of energy-consuming right trading policy on the efficiency of urban green development
    Guo, Bingnan
    Hu, Peiji
    Zhang, Hao
    Weng, Xiayan
    Hu, Feng
    FRONTIERS IN ENVIRONMENTAL SCIENCE, 2023, 11
  • [42] STAGES OF POWER AUDIT IMPLEMENTATION OF HOUSINGS AND COMMUNAL SERVICES AND ENERGY-CONSUMING OBJECTS
    Bodrug, N. S.
    Khramtsova, N. N.
    PROBLEMELE ENERGETICII REGIONALE, 2009, (02): : 77 - 86
  • [43] Study on high energy-consuming industrial agglomeration, green finance, and carbon emission
    Hou, Hui
    Chen, Minna
    Zhang, Minghao
    ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2023, 30 (11) : 29300 - 29320
  • [44] PTA environmental provisions and the export of energy-consuming products: evidence from China
    Yue, Wen
    Lin, Qingxia
    ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY, 2024,
  • [45] The Ownership of Energy-Consuming Appliances and the Ratio of Energy Costs to Income of the Low-Income Stratum
    Won, Anna
    Hong, Won-hwa
    INTERNATIONAL CONFERENCE ON ENVIRONMENTAL SCIENCE AND ENERGY ENGINEERING (ICESEE 2015), 2015, : 77 - 80
  • [46] Co-ordination analysis of activities in everyday life
    Fenzl, C
    Resch, M
    ZEITSCHRIFT FUR ARBEITS-UND ORGANISATIONSPSYCHOLOGIE, 2005, 49 (04): : 220 - 231
  • [47] Study on high energy-consuming industrial agglomeration, green finance, and carbon emission
    Hui Hou
    Minna Chen
    Minghao Zhang
    Environmental Science and Pollution Research, 2023, 30 : 29300 - 29320
  • [48] A Balanced Energy-Consuming and Hole-Alleviating Algorithm for Wireless Sensor Networks
    Jan, Naeem
    Javaid, Nadeem
    Javaid, Qaisar
    Alrajeh, Nabil
    Alam, Masoom
    Khan, Zahoor Ali
    Niaz, Iftikhar Azim
    IEEE ACCESS, 2017, 5 : 6134 - 6150
  • [49] Do globalization and nuclear energy intensify the environmental costs in top nuclear energy-consuming countries?
    Sadiq, Muhammad
    Shinwari, Riazullah
    Wen, Fenghua
    Usman, Muhammad
    Hassan, Syed Tauseef
    Taghizadeh-Hesary, Farhad
    PROGRESS IN NUCLEAR ENERGY, 2023, 156
  • [50] Seismic performance and replaceability evaluation of multi-section energy-consuming beams
    Men, Jinjie
    Zhang, Qian
    Wang, Jiachen
    Fan, Dongxin
    Xiong, Liquan
    Deng, Deping
    Huang, Chao-Hsun
    JOURNAL OF BUILDING ENGINEERING, 2023, 72