A cascaded deep learning framework for simultaneous non-intrusive load and occupancy monitoring using multi-channel aggregated smart meter data

<p>Non-intrusive load monitoring (NILM) and non-intrusive occupancy monitoring (NIOM) are critical for smart home management, enabling device-level energy optimization, fault detection, and improved energy efficiency, comfort, and security. However, most existing methods treat NILM and NIOM se...

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Bibliographic Details
Main Author: Sakib Mahmud (15302404) (author)
Other Authors: Mahdi Houchati (16891560) (author), Muhammad E.H. Chowdhury (17151154) (author), Faycal Bensaali (12427401) (author)
Published: 2025
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