Rooftop solar has the benefit that you distribute the investment cost over a large number of people, even if the costs are a lot higher than grid-scale installations on the ground.

I'm surprised to hear that you need to replace roofs every fifteen years. What are they made of? The roofs I know last decades longer than that.