One way I've been able to load non-Apple books is by using my Dropbox store of my Calibre library, and using "open in". This would also be possible if you had some kind of file browser on your device which allowed access and download of your book, and "open in". I have File Browser and it works just fine that way.
http://stratospherix.com/products/filebrowser/