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

Here is Why You Need An Adapter

The outlet and plug type used in Indonesia are C and F and in Australia is I. This is how they look like.

Australia

In Australia, outlets of type I are in use.

Type I

Indonesia

In Indonesia, outlets of type C and F are in use.

Type C

Type F