To remove a musty smell from your suitcase, all you'll need is some soapy water. Start by vacuuming your suitcase to get rid of debris, then wipe it down with the soapy water. Dry your suitcase with a towel and leave it open for a day or 2. You can also use coffee grounds or baking soda to remove bad odors.