preventDefault not firing on onkeyup event

Simple one.

$(document).on('#element', 'keyup', function(event) {
    if (event.keyCode == 13) {
        //do some other stuff

This doesn’t actually work as the Key Up event is too late down the event queue for preventDefault() to have any effect. Change your code to utilise the keydown or keypress event instead and you should be fine.