"But EV owners charge their cars overnight when electricity is cheap"
Replace all ICE cars by EVs.
1. Overnight electricity won't be cheap.
2. The VED which EVs are currently avoiding would be ramped up to replace the taxation on fuel which EVs are also currently avoiding.