You're mixing up the supply voltage and the voltage drop in the wire. Increasing the supply voltage will decrease the voltage drop in the wire (assuming appropr

You're mixing up the supply voltage and the voltage drop in the wire. Increasing the supply voltage will decrease the voltage drop in the wire (assuming appropriate adjustments to the load). It's the same reason you're better off using an AC extension cord for your phone charger than using a long USB cable.