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An unsupervised non-intrusive load monitoring method for HVAC systems of office buildings based on MSTL

Lihong Su Wenjie Gang Ying Zhang Shukun Dong Zhengkai Tu

建筑模拟(英文版)2025,Vol.18Issue(7):1641-1657,17.
建筑模拟(英文版)2025,Vol.18Issue(7):1641-1657,17.DOI:10.1007/s12273-025-1268-0

An unsupervised non-intrusive load monitoring method for HVAC systems of office buildings based on MSTL

An unsupervised non-intrusive load monitoring method for HVAC systems of office buildings based on MSTL

Lihong Su 1Wenjie Gang 2Ying Zhang 3Shukun Dong 4Zhengkai Tu5

作者信息

  • 1. Institute of Artificial Intelligence,Huazhong University of Science and Technology,1037 Luoyu Road,Wuhan 430074,China
  • 2. Institute of Artificial Intelligence,Huazhong University of Science and Technology,1037 Luoyu Road,Wuhan 430074,China||School of Environmental Science and Engineering,Huazhong University of Science and Technology,1037 Luoyu Road,Wuhan 430074,China||Hubei Key Laboratory of Multi-media Pollution Cooperative Control in Yangtze Basin,School of Environmental Science and Engineering,Huazhong University of Science and Technology,1037 Luoyu Road,Wuhan 430074,China
  • 3. Institute of Artificial Intelligence,Huazhong University of Science and Technology,1037 Luoyu Road,Wuhan 430074,China||School of Environmental Science and Engineering,Huazhong University of Science and Technology,1037 Luoyu Road,Wuhan 430074,China
  • 4. School of Environmental Science and Engineering,Huazhong University of Science and Technology,1037 Luoyu Road,Wuhan 430074,China
  • 5. School of Energy and Power Engineering,Huazhong University of Science and Technology,1037 Luoyu Road,Wuhan 430074 China
  • 折叠

摘要

关键词

demand response/non-intrusive load monitoring/load disaggregation/unsupervised method/STL/HVAC

Key words

demand response/non-intrusive load monitoring/load disaggregation/unsupervised method/STL/HVAC

引用本文复制引用

Lihong Su,Wenjie Gang,Ying Zhang,Shukun Dong,Zhengkai Tu..An unsupervised non-intrusive load monitoring method for HVAC systems of office buildings based on MSTL[J].建筑模拟(英文版),2025,18(7):1641-1657,17.

建筑模拟(英文版)

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