Consumption patterns 3 Deep learning 3 Disaggregation 3 Domestic appliances 3 Electric load management 3 Energy 3 Energy disaggregation 3 Imbalanced data 3 NILM 3 Nonintrusive load monitoring 3 Power signals 3 Transformer 3 deep learning 3 energy disaggregation imbalanced data 3 non-intrusive load monitoring 3 transformers 3