I would say it would be better to add the javascript in an un-obtrusive manner...
if using jQuery you could do something like:
<script>
$(document).ready(function(){
$('#MyButton').click(function(){
CapacityChart();
});
});
</script>
<input type="button" value="Capacity Chart" id="MyButton" >