The idea of solar power sounds so simple. And it seems like it should be cheap compared to other sources of energy. After all, the sun is there, and it's free.

But despite federal and some state government subsidies that have helped push up demand, solar power still accounts for less than 1% of power generation in the U.S. That's because...