That's being planned.I just ordered a Brinsea EcoGlow 20 chick brooder off eBay. It may be expensive, but for my peace of mind worrying about fire hazards and chicks that can be saved by having the temps right, it should be worth it.
I have an extra large collapsible dog crate that can be lined, or cut down in size with a board.
I use an XL collapsible wire dog crate as a grow-out pen when they are fully feathered and can be moved outside. I attached some 1/4" hardware cloth wire on it to keep the chick's from being able to stick their head's out of the side's and the adult's from being able to peck them.