Switching off unmounted/unused Hard Disks

If I'm correct when switching on a computer with multiple hard disks, they will be all start turning. If a system with for example three hard disks has one disk with FreeBSD on installed, is it possible (from OS level) to power down the other two remaining hard disks?
 
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