Coke burning is essential because it helps regenerate catalysts by removing the coke deposits. The process restores the active sites of the catalyst, allowing it to maintain its effectiveness and prolong its operational life. This regeneration is crucial in industrial settings like refineries and petrochemical plants, where catalysts play a critical role in various chemical reactions.