How to handle multiple forms' submission in a custom module by clicking on a link
Drupal requires a submit button to submit - it uses the value of the submit button to determine which form was submitted.

Add a submit button to your form, and instead of executing $.submit() on your form, execute $.mousedown() on the hidden submit button.