Combine lima beans, tomatoes, onion, brown sugar, chili powder, garlic powder, salt, and pepper. Mix thoroughly. Pour into a greased 13 x 9 casserole dish.
Place bacon pieces carefully on top – its best if they don’t sink and can cook on top. Bake at 325 degrees for 2 hours. Cover if it starts to brown too fast.