Week 3 feature engineering

[yim-fan]

Simple features:

• [x] Weather - related fields
• [x] Load - Holidays, etc.
• [x] Wind - wind force, wind direction
• [x] Draft
• [x] Current

[pagand]

Just a side note. You can consider an evolution model, if you are considering time-dependent model. the current latitude and longitude as input and the next latitude and longitude as the output.

x(t+1) = f(x(t), u(t)) z(t) = g(x(t), u(t))

where u(t) are your manipulative variables and x(t) are your set of dynamic states. z(t) is time-independent variables (such as disturbances or any variable that you don't want to consider a dynamic model for.)

[pagand]

For wind you can take a look at this link