hi moebious if you will wire them in series you will get 18V, and then regulate it down to 5v you will only create more power loss if you will wire them in parallel, you could decrease the batteries internal resistance thus making them last a bit longer... I wpuld suggest you to wire only one battery, and if you need more Ah get some stronger battery (a 12v car battery) HTH