Yes, new SIM card is normally a new number.  You have to port your old number to the new SIM card.  Most carriers can port your number via their website or you have to call them and do it over the phone.

Hi Barry. Did you go through the process of SIM card replacement? I don't think you can just get a new SIM and use the same number. Which carrier are you with?