Research Article
Power Load Event Detection and Classification Based on Edge Symbol Analysis and Support Vector Machine
Table 3
Results of 11 loads classification.
|
Load appliance | Accuracy of features (500-currence) | Unprocessed current data | Current harmonic data |
| Dremel | 100% | 100% | Fan heater | 97% | 100% | Heater gun | 97% | 100% | Kettle | 90% | 97% | Laptop | 100% | 100% | LCD | 100% | 100% | Incandescent light | 97% | 97% | Fluorescent light | 100% | 100% | Mini PC | 100% | 100% | PC | 100% | 100% | Pedestal fan | 100% | 100% |
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