Actually found that we need not only login to server console. We need to change CLI context to local-mgmt to do this.
1. Login to UCS Central Server console with admin privileges.
2. Switch context to local-mgmt:
connect local-mgmt
3. From this context reboot and shutdown options available.
This workflow was not clear for me, I think that I can poweroff server right after login.