Remember Fence Location

Hi, I have a possibly unique issue (and annoying).  I use Windows Remote Desktop to connect to my home PC at times.  My home PC is set up with dual monitors and the machine I remote into from is single monitor.  As a result, when I connect from the single monitor machine to the dual monitor machine, all my icons/fences get squished onto a single monitor.  When I'm done connecting, everything stays on a single monitor instead of going back to it's original location.

Is there anyway to have profiles or work around this issue with the Fences program?

Thank you.