University of Twente Student Theses
A Comparative Study of Event Detection Algorithms for Energy Disaggregation
Koning, Ruben de (2024) A Comparative Study of Event Detection Algorithms for Energy Disaggregation.
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| Abstract: | This research focuses on different event detection algorithms used in Non-Intrusive Load Monitoring (NILM) systems for energy disaggregation. The study will evaluate these algorithms and compare them based on their accuracy, precision, recall, f1-score, and computational complexity. The primary goal is to determine a suitable algorithm for residential energy disaggregation using real-world data. Such an algorithm could be incorporated into an energy disaggregation framework, which generates a disaggregated energy consumption graph. |
| Item Type: | Essay (Bachelor) |
| Faculty: | EEMCS: Electrical Engineering, Mathematics and Computer Science |
| Subject: | 54 computer science |
| Programme: | Computer Science BSc (56964) |
| Link to this item: | https://purl.utwente.nl/essays/98142 |
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