Research Article
Power Load Event Detection and Classification Based on Edge Symbol Analysis and Support Vector Machine
Table 3
Results of 11 loads classification.
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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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