Database normalization for sensor data
Is there a better design to store the data?

Probably. A measurement seems to be an entity in itself, and should be modelled like one.  You will then need a one-to-many (or many-to-many, if a particular measurement applies to more than one scenario) relationship between scenarios and measurements.