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What is High-Resolution Dataset for NILM Research about?

This paper presents two new high frequency electrical datasets created using an OpenZMeter device. The datasets are adapted for use with the NILMTK toolkit for non-intrusive load monitoring. Several algorithms are tested on the datasets and the new data is found to improve performance over other public datasets, with results showing better appliance disaggregation and lower error rates.

Author

Rodriguez Navarro

Language

EN