ABODE-Net: An Attention-based Deep Learning Model for Non-intrusive Building Occupancy Detection Using Smart Meter Data

Occupancy information is useful for efficient energy management in the building sector. The massive high-resolution electrical power consumption data collected by smart meters in the advanced metering infrastructure (AMI) network make it possible to infer buildings' occupancy status in a non-in...

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Veröffentlicht in:	arXiv.org 2022-12
Hauptverfasser:	Luo, Zhirui, Ruobin Qi, Li, Qingqing, Zheng, Jun, Shao, Sihua
Format:	Artikel
Sprache:	eng
Schlagworte:	Advanced metering infrastructure Deep learning Energy management Machine learning Performance evaluation Power consumption
Online-Zugang:	Volltext
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