I used MomentJS to convert local date to UTC date using the following way:
$(#div1).text(moment(2016-10-11 18:06:03).tz(Europe/Paris).format());
<script src=https://ajax.googleapis.com/ajax/libs/jquery/1.10.0/jquery.min.js></script>
<script src=https://cdnjs.cloudflare.com/ajax/libs/moment.js/2.14.1/moment.min.js></script>
<script src=https://cdnjs.cloudflare.com/ajax/libs/moment-timezone/0.5.6/moment-timezone-with-data.min.js></script>
<div id=div1></div>
Now I need timestamp from the output value using MomentJS.