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An identification and analysis method on the abnormal electricity usage behavior of urban/building energy systems based on statistical method and domain knowledge

Ying Zhang Manjia Liu Zaixun Ling Wenjie Gang Xiuxia Hao

建筑模拟（英文版）2025，Vol.18Issue(4)：863-879,17.
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建筑模拟（英文版）2025，Vol.18Issue(4)：863-879,17.DOI:10.1007/s12273-025-1242-x

An identification and analysis method on the abnormal electricity usage behavior of urban/building energy systems based on statistical method and domain knowledge

An identification and analysis method on the abnormal electricity usage behavior of urban/building energy systems based on statistical method and domain knowledge

Ying Zhang 1Manjia Liu 2Zaixun Ling 2Wenjie Gang 3Xiuxia Hao4

作者信息

  • 1. School of Environmental Science&Engineering,Huazhong University of Science and Technology,Wuhan 430074,China||Institute of Artificial Intelligence,Huazhong University of Science and Technology,Wuhan 430074,China
  • 2. State Grid Hubei Electric Power Research Institute,Wuhan 430015,China
  • 3. School of Environmental Science&Engineering,Huazhong University of Science and Technology,Wuhan 430074,China||Institute of Artificial Intelligence,Huazhong University of Science and Technology,Wuhan 430074,China||Hubei Key Laboratory of Multi-media Pollution Cooperative Control in Yangtze Basin,School of Environmental Science&Engineering,Huazhong University of Science and Technology,Wuhan 430074,China
  • 4. School of Environmental Science&Engineering,Huazhong University of Science and Technology,Wuhan 430074,China
  • 折叠

摘要

关键词

electricity data/outlier/anomaly/abnormal behavior/boxplot method/urban energy system

Key words

electricity data/outlier/anomaly/abnormal behavior/boxplot method/urban energy system

引用本文复制引用

Ying Zhang,Manjia Liu,Zaixun Ling,Wenjie Gang,Xiuxia Hao..An identification and analysis method on the abnormal electricity usage behavior of urban/building energy systems based on statistical method and domain knowledge[J].建筑模拟（英文版）,2025,18(4):863-879,17.

基金项目

The research is funded by the program Research and Application of Demand Response Potential Evaluation Technologies Based on Massive Electricity Data(No.B31532238944)supported by the State Grid Hubei Electric Power Research Institute. （No.B31532238944）

建筑模拟（英文版）

1996-3599

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