energy-disaggregation topic
List
energy-disaggregation repositories
nilmtk
809
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455
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Non-Intrusive Load Monitoring Toolkit (nilmtk)
neuralnilm
150
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79
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Deep Neural Networks Applied to Energy Disaggregation
nilm-papers-with-code
128
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25
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An archive for NILM papers with source code and other supplemental material
multi-nilm
62
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18
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Multi-NILM: Multi Label Non Intrusive Load Monitoring
LowFreq_DNN-NILM
24
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4
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Overview of research papers with focus on low frequency NILM employing DNNs
Smart-Energy-Monitor
22
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10
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🔌 Load Monitoring and Energy Disaggregation on a RasPi
neuralnilm_prototype
50
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22
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GSP_energy_disaggregator
26
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19
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This contains the energy disaggregation code based on Graph Signal Processing approach
SynD
24
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8
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A Synthetic Energy Consumption Dataset for Non-Intrusive Load Monitoring
MachineLearning_NILM
32
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4
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Undergraduate research by Yuzhe Lim in Spring 2019. Field of research: Deep Neural Networks application on NILM (Nonintrusive load monitoring) for Energy Disaggregation