The advantages of the isolated power supply are: it does not pose a threat to the human body, the wide voltage performance is very good, and the isolated drive is safe but the efficiency is low.
In terms of circuit structure: the current isolation scheme is mostly AC\/DC Flyback circuit scheme, so the relative circuit is more complex and the cost is higher