SML | Problem solved | Application description |
---|---|---|
Isoprobabilistic transformation | Standard normal | Step 1: Convert PV and HVAC data into standard normal data |
MLE | Intrinsic dimensionality | Step 2: Calculate intrinsic dimensionality of normal data |
SVD && PCA | Dimensionality reduction | Step 3: Reduce dimension of normal data to intrinsic dimensionality |
SRSM | PPF estimation | Step 4: Estimate PPF using low dimensional data |