Multiple <div id="tabs"> on same page?

I'd like to have more than one set of tabs on my webpage.
Unfortunately, only the first tab set works. I think this is because
of the id attribute.
Is there a way I can change the 'id' attribute to 'class' and get this
functionality to work? Or is this feature possible?