Can Refinement Panel avoid taxonomy

In SharePoint 2010, the Refinement Panel web part displayed results based on the XML file defined in Filter Category Definition. The refiners can be defined as Term Sets or Managed Properties. I want to avoid using Term Sets. Can I have the Refinement Panel web part only display information based on my Managed Properties. Have you done that? Any ideas, links would be appreciated.

Thanks

Mayank