Yes, it will work!
Remove the battery and add a capacitor between the + and - connections. This will remove the excess weight and save your electrical system from damage. I have one at home and can give the information off of it. You can buy one from Radio Shack for a lot less than the "battery eliminator" sold at any of the bike warehouse places, which is basically just a capacitor.