Interesting. Something I've long wondered about:
- Many wind farms are located in very specific places that have measured high winds and are otherwise good places to locate a wind farm.
- Global climate change is changing local climates too. Are the studies that were done 10-20 years ago to discover ideal wind farm locations no longer as accurate as they used to be?
- How are wind farm locations decided today? Is there is skill in predicting where a wind farm might be optimally located in 5 years rather than where it should be located today? Or if not (since probably not) what are the right risk mitigation actions to take if you are planning a wind farm but unsure about location?
- Since Machine Learning is useful in improving the value of the existing wind power, could it also be useful in this endeavor, finding optimal wind power generation locations?
- Lastly, is this something a person could research at home with open data and code? Just curious. :)