The answer is yes, you can have multiple Checklists on a single page; however, they will not be shown simultaneously. Once one gets completed, only then the next one can appear.

To do that, you should enable the option "Hide as Completed" on the Checklist Settings.

Otherwise, when you complete the Checklist, it won't allow the next one to show up.