Fats that are created by a process known as hydrogenation are called

Trans-fatty acids

Explanation:

Fats created during a process called hydrogenation whereby hydrogen units are added to polyunsaturated fatty acids to prevent them from becoming rancid and to keep them solid at room temperature.