This would actually be a good use for a nuclear power plant. The plant could power the grid during the day, and the desalination plant at night - help smooth out the load and keep the plant running at the same speed all the time.
Drawbacks: Earthquake zone and close to ocean are a bad combination for a nuclear plant.
I agree with you about nuclear power.