Mathematical model application designs for the mechanic and electronics industries including physical phenomena approximations or applied to vision systems, that give a device the power to make intelligent decisions to improve processes using data science.

Scenario: Environmental temperature reading errors

Solution:

The error was caused by the internal heat of the device. Empirical research to gather data under different conditions with customized devices, combined with linear and non-linear approximation analysis in function of changes over time to create an equation that satisfies the physical phenomenon.