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load-disaggregation

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MORED

MOREDataset / MORED

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A Moroccan Buildings’ Electricity Consumption Dataset. MORED is made available by TICLab of the International University of Rabat (UIR), and the data collection was carried out as part of PVBuild research project, coordinated by Prof. Mounir Ghogho and funded by the United States Agency for International Development (USAID).

dataset nilm energy-disaggregation electricity-consumption consumption-data load-forecasting load-disaggregation
  • Updated Dec 18, 2025

fatin-farhan / DNN-for-NILM

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In this project, we've tried applying various DNNs to the problem of non-intrusive load monitoring (NILM) and compared their results for various appliances using the REDD dataset. We took a sliding window approach in hopes that we'll be able to achieve real time disaggregation with further tuning and testing. We compare the disaggregated energy …

deep-learning neural-networks lstm-model nilm energy-disaggregation feature-learning cnn-model energy-consumption load-forecasting load-disaggregation
  • Updated Jul 28, 2021
  • Jupyter Notebook

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