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PHM Challenge Committee,
I want to clarify my understanding of the training dataset. For example:
id trq_measured oat mgt pa ias np ng
0 76.2 29.5 648 303.276 0 99.83 96.77This indicates that for observation 0, the measured torque is 76.2. Could you clarify what the other metrics mean: oat, mgt, pa, ias, np and ng?
Is the torque target or torque margin included in the training data?
From the data challenge problem descrition page
Each engine is instrumented to capture the outside air temperature, mean gas temperature, power available, indicated airspeed, net power, and compressor speed.
oat = outside air temperature
mgt = mean gas temperature
pa = power available
ias = indicated airspeed
np = net power
ng = compressor speed (that one’s not as obvious)Thank you this is very helpful.
I think I must be misunderstanding the problem in some way. Is the design target for torque not included in the training dataset?
Design torque is not a measured variable, thus it’s not in the X_train.csv (features) file. And the goal is to predict the torque margin which is a function of the design torque. Torque margin is given in the y_train.csv (targets) file.
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