If you know, which 'month - day - year' your install was done,
you can use this command :
rpm -qa --last > last-rpms.txt
.. which will save the file as /home/"username"/last-rpms.txt
.. showing the exact install time for all packages.
Patches are not used, only rpm packages, in RHEL
as in most other Linux's. AFAIK.