Can I change sim card on one activated gateway?

I have one simcard on Advantech ICR3241W gateway, the card is in pilot plan, I active another sim card with 1GB USA plan, I changed the sim card and changed the APN# to second card, I failed to connect network, please advise.
Thanks,
Grail