No, it's not normal to get a burning sensation while urinating. It is suggestive of a possible urinary tract infection, which needs to be treated with antibiotics.
During your periods, or while trying to conceive, there is increased chances of infection
Next Steps
Stay hydrated.
If the infection is severe, you might even get fever with chills.