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Event detection algorithms

Collection of event detection algorithms for NILM implemented in python.

Conceptual diagram of the algorithms

Algorithm windows

Publication

If you use the event detection algorithms provided in this repository please remember to cite our paper:

E. J. Palacios-Garcia and G. Deconinck, "Online detection of power events using the end-user communication interface of residential smart meters," 2023 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm), Glasgow, United Kingdom, 2023, pp. 1-6, doi: 10.1109/SmartGridComm57358.2023.10333888.

@inproceedings{10333888,
  author={Palacios-Garcia, Emilio J. and Deconinck, Geert},
  booktitle={2023 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm)},
  title={Online detection of power events using the end-user communication interface of residential smart meters},
  year={2023},
  pages={1-6},
  doi={10.1109/SmartGridComm57358.2023.10333888}}

Acknowledgement

This work has been supported by the Research Foundation Flanders (FWO) within the MSCA - SoE project, "Premises: PRoviding Energy Metering Infrastructures with Secure Extended Services", grant number 12ZZV22N. More Information