Research Article

Joint Feature and Model Selection for SVM Fault Diagnosis in Solid Oxide Fuel Cell Systems

Table 1

Residuals used for the FDI procedure with the related measurement difficulty.

NumberResidualMeasurement difficulty

1Generated electric powerEasy
2Air flow rate entering the stackEasy
3Fuel flow rate entering the stackEasy
4Air pressure loss between the inlet and outlet of the FC stackEasy
5Temperature at the burner outletEasy
6Average stack temperatureDifficult
7Anodic activation lossesExtremely difficult
8Cathodic activation lossesExtremely difficult
9Ohmic lossesExtremely difficult
10Nernst voltageExtremely difficult