Power Load Event Detection and Classification Based on Edge Symbol Analysis and Support Vector Machine

Table 2

Result of ESA on four typical loads.

Overlapped load appliances groups	Accuracy of recognizing transient events (switch on and switch off) %
	Load 1 On	Load 2 On	Load 2 Off	Load 1 Off
Kettle + Oven	100	100	100	100
Oven + Kettle	100	100	100	100
Kettle + Microwave oven	100	80	100	100
Microwave oven + Kettle	100	90	100	100
Kettle + PC	100	100	100	100
PC + Kettle	100	90	100	100
Oven + Microwave oven	100	100	100	100
Microwave oven + Oven	100	80	100	100
Oven + PC	100	100	100	100
PC + Oven	100	80	100	100