Can I petition the court for custody of my former foster children?

You can always apply, but whether or not you will be successful will depend on why the children were placed into foster care in the first place.  Depending on the status of the children, you may be able to ask family services for assistance, but if the children have been returned to a parent or parents, the DCP&P file may be closed, and you would not get custody over the parents.