Can I change the time zone of the vehicle once it has already been configured?

Yes, vehicle time zones can be changed for organisations that have the time zone module enabled.

When changing the vehicles time zone any new reports and views will be in the vehicles new time zone and any vehicle data before the time zone switch will be in the vehicles original time zone.