While psychological incapacity may be a valid ground for annulment in your case; the same takes a really long time to resolve. Legal separation may be more to your liking unless you have every intent to marry again.
As for the kids, note that any child 7 and below are always expected to stay with the mother as a general rule. It would need a preponderance of evidence to show that the mother is unfit to take care of your children