While JEditorPane has no append method, you can certainly add text to its Document via its insertString(...)
method, and I suggest that you look into doing this.
Edit
You ask:
it worked it out but it seems it works like setText, all the previous data vanishes.. how do i keep the previous data ?
Are you correctly passing in the first parameter, the offset? This should be the length of the current Document.