I would recommend updating the firmware on your system and make sure you select the proper chassis configuration. Once the update is completed, you may go to BIOS > Advanced > Acoustics and Performance Configuration > and set the Fan profile to Acoustics.
You may use the Intel® Active System Console to monitor the RPMs of the fans. This will also allow you to check the logs of the system as certain error may cause the fans to run a higher speed.