World131_acd_task09

EuroGrid wants to understand whether the root cause of its asset failures can be explained by age, load, and/or frequency of weather events.

Identify the 3 manufacturers with the highest total failures over the past 5 years across all asset types and then run a multivariate regression on SAIDI for each manufacturer using the asset registry and the extreme weather dataset (filtering out sensors, breakers, and substations, as  these assets' failure patterns and/or shorter operational lifespans wo...

Here are the R Squared values of the multivariate regression fof Age, Weather Events (Region Aggregated), and Avg Loading (%) for the top three manufacturers with the most asset failures: 
- GE: 0.05
- Hitachi: 0.43
- ABB: 0.27