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Table 1 Summary of properties of the used PV and inverter data sets

From: Estimating time-delayed variables using transformer-based soft sensors

 

PV-Data

Inv-Data

Target variable

Module back sheet temperature

IGBT temperature

Input features

13

32

Samping rate

0.1 Hz

0.2 Hz

Sequence length

18 samples (3 min)

18 samples (1,5 min)

Number of samples

100.000

100.000