To remove the "Sleep" option from the shutdown menu then do the following steps:

• Click on the "Start" button and run gpedit.msc
• Navigate to "Computer Configuration->Administrative Templates->System->Power Management->Sleep Settings
• Enable the option "Turn Off Hybrid Sleep"
• Disable the "Allow Standby States (S1-S3) when Sleeping"