1. Data Preprocessing
How the data generated by the Smart Meter is reprocessed for learning
Notations and Definitions
1. Raw reading Data
t : Timestamp
P(t) : Power at that time
S(t) : Apparent power at that time
V(t) : Mains root mean squared (RMS) at that time
2. Time Series
Time series is a sequence of Raw Data Objects R. The length of a Time series is defiend by the Time value of the last Data Object in T minus the first on. So Tn- T1.
3. Subtime Series
A Subtime Series is defined for a Time Series, as a continuous subsequence of T. You can imagine it , as just a slice of a Timeseries(?).
4. Sliding time window
The sliding window represents a set of subtime series of T. It is the fundamental timing component of the learning engine
Last updated