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We use a real-world dataset of electrical consumption from AMPds2, which includes real load data of different electrical appliances collected over a long time,
DENT real-time smart meters were used to gather short-term power usage data,
DENT PowerScout 18 units, located at the electrical circuit breaker panel, collected appliancesĄŻ load data by every one minute
Each smart meter generates 1440 measurement data points per day, for each appliance,
To have a manageable size of data, we select power usage data collected every 10 minutes giving 144 acquisition data points per day
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IEEE/ICACT20230034 Slide.10
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