... val. Err. tst Qual. learn. Qual. val.Qual. tst LIN_04 17 - 0 ,26 3 0 ,26 5 0 ,26 7 0, 188 0,190 0, 189 LIN_ 08 17 - 0, 380 0,376 0,374 0 ,24 7 0 ,24 3 0 ,24 5 MLP_ 18 19 16 0, 184 0, 188 0,191 0,1 32 ... learning, testing and validation subsets were distinguished. Reconstruction, valida-tion of missing and fault values of measured data is necessary stage in off-line and special in on-line mode ... model using feed-forward neural nets used to handle all the I/O data for the whole system and to calculate the control parameters. 2. 2 Hard real-time operating system Real-time operating system...