Are there grants available to pay for travel to my PhD program?
I am not aware of any relocation only independent grants, but there are a number of other ways relocation expenses could be covered. There may be funding available via the University, Department, or PI. If you are being funded by an external grant relocation 
expenses may be allowable (e.g., the NIH allows relocation costs).