As an extension to your experiment.
Every three hours, or the equivalent of 50 km, toss a coin to make a random selection whether there is a 3 pin wall socket at the imaginary control.
If heads-up, disconnect the USB batt pack and put it on charge for 45 minutes.
Chances are that 45 mins will regain most of the spent charge.
This, of course, will require getting up from slumber at three hour intervals during the night.
With friendly coin tosses, the experiment might go on for quite a time.