Australia registered their second win of the five-match series against West Indies by 54 runs at Perth on Sunday.

A scintillating century from George Bailey and another five wicket haul for Mitchell Starc helped Australia take a 2-0 lead with a victory by 54 runs in the second ODI against West Indies at Perth on Sunday.

Chasing 267, the visitors were rocked by in-form Starc who picked up two wickets in his first over.

Glenn Maxwell, who became a million-dollar boy in the IPL auction, chipped in with four wickets as the West Indies were bowled out for 212 runs, falling short of the Australian target by 54 runs.