Real-time monitoring system of the electricity consumption in a household using NILM techniques |
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| B. Cannas, S. Carcangiu, D. Carta, A. Fanni, C. Muscas, G. Sias, B. Canetto, L. Fresi, P. Porcu |
- Abstract:
- Non-Intrusive Load Monitoring (NILM) allows providing appliance-level electricity consumption information and decomposing the overall power consumption by using simple hardware (one sensor) with a suitable software. This paper presents a NILM-based monitoring system suitable for a typical house. The proposed solution is a hybrid event-detection approach including an event-detection algorithm for devices with a finite number of states and an auxiliary algorithm for appliances characterized by complex patterns. First results show that the proposed approach works well in detecting and classifying what appliance is working and its consumption in complex household load dataset.
- Download:
- IMEKO-TC4-2020-18.pdf
- DOI:
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