Research Article
Nonintrusive Load Monitoring Based on Advanced Deep Learning and Novel Signature
Table 15
Parameters for UK-DALE experiment.
| Parameter | Method |
| Input | | Time step | 500 | Num. of epochs | 3000 | Cost function | Mean Squared Error | Optimization | Adam | Preprocessing | -Score | Weight init. | He initialization | Regularization | Dropout |
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