Your new blank drive will not have any operating system on it, and so you'll not be able to boot the computer.
2011 models did not have the internet recovery, You will need to boot up off the system disks that came with the Mac. Another option is to clone the old drive to the new drive, by getting an external enclosure and copying the contents before swapping the drive.