Add outline of event-based wind calculation.

[joemoorhouse]

Makes (limited) use of numba for accelerating performance bottleneck.

[joemoorhouse]

Hi @ DomenicoLombardiGeoLab,
Here's a first outline of support for event-based calculations suitable for the wind model: see test_rotor_damage_event_based.

The idea is that you can complete WindTurbineModel in the test and then we can move into the models area. Not sure how clear the approach is from the comments, but please let me know in this chat. If you are happy with the outline we can merge into main.

By the way, I added support from sampling from a probability distribution that comprises probability bins, including lumped probabilities. This should fit your model where you define a probability for 0% loss and 100% loss (although I tried to make it general). I have used numba to accelerate the sampling, as this can become a bottleneck. This will JIT compile on first pass which takes a few seconds and will then cache the compiled code.

[joemoorhouse]

Hi @DomenicoLombardiGeoLab,
I'm writing this up in the methodology doc by the way...

[DomenicoLombardiGeoLab]

looks great 👍

[DomenicoLombardiGeoLab]

Hi @joemoorhouse, before our next meeting I'd like to add two fragility functions to the prop_collapse method of the WindTurbineModel. Should I fork your repo with the new branch or wait that this is merged into main? hope above makes sense ;)