Federated learning for sustainable IoT appliance load monitoring at the edge devices
Abstract Non-intrusive Appliance Load Monitoring (NALM) is an essential technique that enables the tracking of household appliances’ electricity usage, promotes eco-friendly practices, and reduces energy monitoring costs. However, NALM implementation can be challenging due to privacy concerns, parti...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Springer
2025-07-01
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| Series: | Discover Sustainability |
| Online Access: | https://doi.org/10.1007/s43621-025-01409-0 |
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