Is creating an online store for green energy products a good idea?

If you have a good business plan, then absolutely pursue your goals of starting your own business. Make sure it is something you are doing because you enjoy it, don't do it just because of the money. If you can keep your overhead low, then you'd be okay going for 20% - 30% margin in a retail market.