Distinctive in that they differentiate an engine from other engines.

I have a synthetic data of engine parameters (speed, torque, pressure) and want to analyse them to see if I can identify distinctive identifiable characteristics of the engine. 

How do I tackle this? 

what characteristics should I be expecting to find?

What techniques would be efficient?

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