Plug-in hybrids also charge while you're on the go, just like standard hybrid cars. Your vehicle will regenerate some charge using the braking and internal combustion engine set-up as you drive.
Being a hybrid, you also have the reassurance of being able to fall back on the conventional engine if the battery runs out.