Electricity Safety Analysis and Improvement Based on User Classification
Analyzing electricity consumption behavior by classifying user groups and knowing each group’s characteristics are an important way to realize intelligent power consumption. This paper firstly classifies different types of users based on power consumption data and grasps the power consumption behavi...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
EDP Sciences
2020-01-01
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| Series: | E3S Web of Conferences |
| Online Access: | https://www.e3s-conferences.org/articles/e3sconf/pdf/2020/45/e3sconf_iceeb2020_01025.pdf |
| _version_ | 1818741493274247168 |
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| author | Zhu Hongxia Wang Qing Li Congcong Du Yan Yu Chao |
| author_facet | Zhu Hongxia Wang Qing Li Congcong Du Yan Yu Chao |
| author_sort | Zhu Hongxia |
| collection | DOAJ |
| description | Analyzing electricity consumption behavior by classifying user groups and knowing each group’s characteristics are an important way to realize intelligent power consumption. This paper firstly classifies different types of users based on power consumption data and grasps the power consumption behavior of typical users. The main causes of accidents and alarms are then discussed based on the recorded events and power consumption curve. Finally, the corresponding solutions, which take the user’s social attributes and electricity consumption behavior into consideration are put forward to avoid the potential accidents. |
| first_indexed | 2024-12-18T01:57:30Z |
| format | Article |
| id | doaj.art-29f48b6575d54d619826f460ae528c25 |
| institution | Directory Open Access Journal |
| issn | 2267-1242 |
| language | English |
| last_indexed | 2024-12-18T01:57:30Z |
| publishDate | 2020-01-01 |
| publisher | EDP Sciences |
| record_format | Article |
| series | E3S Web of Conferences |
| spelling | doaj.art-29f48b6575d54d619826f460ae528c252022-12-21T21:24:52ZengEDP SciencesE3S Web of Conferences2267-12422020-01-011850102510.1051/e3sconf/202018501025e3sconf_iceeb2020_01025Electricity Safety Analysis and Improvement Based on User ClassificationZhu Hongxia0Wang Qing1Li Congcong2Du Yan3Yu Chao4State Grid Shandong Electric Power Research InstituteState Grid Shandong Electric Power Research InstituteState Grid Shandong Electric Power Research InstituteState Grid Shandong Electric Power Research InstituteZhongShiYiTong GroupAnalyzing electricity consumption behavior by classifying user groups and knowing each group’s characteristics are an important way to realize intelligent power consumption. This paper firstly classifies different types of users based on power consumption data and grasps the power consumption behavior of typical users. The main causes of accidents and alarms are then discussed based on the recorded events and power consumption curve. Finally, the corresponding solutions, which take the user’s social attributes and electricity consumption behavior into consideration are put forward to avoid the potential accidents.https://www.e3s-conferences.org/articles/e3sconf/pdf/2020/45/e3sconf_iceeb2020_01025.pdf |
| spellingShingle | Zhu Hongxia Wang Qing Li Congcong Du Yan Yu Chao Electricity Safety Analysis and Improvement Based on User Classification E3S Web of Conferences |
| title | Electricity Safety Analysis and Improvement Based on User Classification |
| title_full | Electricity Safety Analysis and Improvement Based on User Classification |
| title_fullStr | Electricity Safety Analysis and Improvement Based on User Classification |
| title_full_unstemmed | Electricity Safety Analysis and Improvement Based on User Classification |
| title_short | Electricity Safety Analysis and Improvement Based on User Classification |
| title_sort | electricity safety analysis and improvement based on user classification |
| url | https://www.e3s-conferences.org/articles/e3sconf/pdf/2020/45/e3sconf_iceeb2020_01025.pdf |
| work_keys_str_mv | AT zhuhongxia electricitysafetyanalysisandimprovementbasedonuserclassification AT wangqing electricitysafetyanalysisandimprovementbasedonuserclassification AT licongcong electricitysafetyanalysisandimprovementbasedonuserclassification AT duyan electricitysafetyanalysisandimprovementbasedonuserclassification AT yuchao electricitysafetyanalysisandimprovementbasedonuserclassification |