This feature is available in Ultimate edition only.
Follow these steps to learn how to delete a budget associated with a project.
Select Portfolio Planner > Planning > Budgets.
For the budget you want to delete, click the drop-down arrow in the top right corner, and then select Delete Budget.
Click Delete in the confirmation dialog box.