You Do Need power plug adapter while traveling from Australia to Bahamas.

Here is Why You Need An Adapter

The outlet and plug type used in Bahamas are A and B and in Australia is I. This is how they look like.

Australia

In Australia, outlets of type I are in use.

Type I

Bahamas

In Bahamas, outlets of type A and B are in use.

Type A

Type B