Research Article

Fault Tolerance Automotive Air-Ratio Control Using Extreme Learning Machine Model Predictive Controller

Table 2

Performance of different controllers for the pilot test.

ControllerLambda sensorTIMaximum overshoot

FTCUnder failure2.10220.1188
Traditional systemUnder failure1.62440.1235
DNMPCNormal2.28960.1267
FTCNormal2.33090.1074