Home Appliance Load Modeling From Aggregated Smart Meter Data

With recent developments in the infrastructure of smart meters and smart grid, more electric power data is available and allows real-time easy data access. Modeling individual home appliance loads is important for tasks such as non-intrusive load disaggregation, load forecasting, and demand response...

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Veröffentlicht in:	IEEE transactions on power systems 2015-01, Vol.30 (1), p.254-262
Hauptverfasser:	Zhenyu Guo, Wang, Z. Jane, Kashani, Ali
Format:	Artikel
Sprache:	eng
Schlagworte:	Computational modeling Data models Disaggregation Electric appliances Electric power generation Estimation explicit duration hidden Markov model (HMM) forward-backward Hidden Markov models Home appliances Household appliances Load modeling Mathematical models Measuring instruments Meters Tasks Wattmeters
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