Don't forget hydro! We are doing that. But these power sources are all intermittent, and require both base load and peak load supplementation at our present level of development. Massive infrastructure investments and advances in materials science are required to achieve the goal of 100% renewable energy.
Pumped storage is a current technology that can be used to store intermittent power sources, but it's hugely expensive and somewhat inefficient. Little other tech is available to deploy on the massive scale required, though.