Research Article

Data-Driven Incipient Sensor Fault Estimation with Application in Inverter of High-Speed Railway

Table 1

The system parameter for EMU in CRH2.

VariablesVariable nameSetting value (units)

Intermediate DC voltage2600 (V)
Set magnetic flux linkage1.858 (Wb)
Inverter switching time (s)
Sampling time (s)
Rectifier switching time (s)
Mutual inductance3.285 (H)
Rotor self-inductance3.414 (H)
Leakage inductance in rotor side1.294 (H)
Inductance in stator side3.427 (H)
Leakage inductance in stator side1.417 (H)
Pole pairs2 ()
Integral value in the first phase controller0 ()
Proportion value in the first phase controller30 ()
Integral value in the second phase controller0 (V)
Proportion value in the second phase controller50 (V)
Rotor resistance0.146 ()
Stator resistance0.114 ()
Leakage inductance in secondary side of transformer0.002 (H)
Supported capacitance16 (mF)