I have problems with instruments when recording with my second-hand E-500 keyboard.

With recording and saving the song there are no problems, but when I open a saved song, the instruments on some tracks are changed to piano1.
This especially pisses off when I have played a long and complicated song by improvisation, so I don't even remember what I played.

Has anyone else had this problem, and if has, how to overcome it?