Need advice on power supply

If you want something mobile (or at least something that can operate away from a wall outlet), I recommend a battery holder or NiMH battery pack. Once again, you should choose the voltage based on what you want for your motors, and you should choose the capacity based on how long you want your system to run before the batteries need to be replaced or recharged.
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Electronic Cigarettes