Twins online
213 / 213
Sim resolution
50 Hz
Step 60 / 60
Drift (TM-2)
24.6 σ
Predicted TTF
5.8 h
Failure risk 67%
Scenario simulator
Timelinet+59s
Fault injected at t+18sLoco: WAG-9 #31204 · Shed GMO · Zone ECR
Twin vs reality · TM-2 temperature
Δ +39.4°CFailure probability
BayesianCooling blower RPM
Δ -7Pantograph voltage (kV)
24.98 kVBrake pipe pressure (kg/cm²)
5.01Locomotive twin · hot-spot map
LiveActive scenario: TM-2 Overheat · Traction motor #2 cooling degradation → thermal runaway
Subsystem drift · expected vs actual
Physics + MLTraction Motor 251.5%
Cooling Blower 10.2%
Pantograph 25 kV0.2%
Converter Current2.8%
Brake Pipe Pres.0.0%
Main Transformer2.8%
Inverter4.2%
Auxiliaries2.8%
Recommended action
Reduce load, monitor TM-2; schedule cooling check.
Confidence
88%
Sim wallclock
14.75 s · 2950 samples