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Robust Adaptive Event Detection in Non-Intrusive Load Monitoring for Energy Aware Smart Facilities (2011)
| Content Provider | CiteSeerX |
|---|---|
| Author | Jin, Yuanwei Tebekaemi, Eniye Berges, Mario Soibelman, Lucio |
| Description | This paper presents a robust adaptive goodness-of-fit (GOF) χ2 test event detector for non-intrusive load monitoring ap-plications. We derive a closed form for the decision threshold and a guideline for choosing the size of the detection data window. Using real-world power data collected in residential buildings, the proposed GOF detector shows superior perfor-mance compared to the conventional generalized likelihood ratio detector. Index Terms — Event Detection, Goodness-of-Fit 1. in Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing |
| File Format | |
| Language | English |
| Publisher Date | 2011-01-01 |
| Access Restriction | Open |
| Content Type | Text |
| Resource Type | Article |
