Generally, you should replenish wood chips or pellets every 45 minutes to an hour. However, it's important to monitor the smoke output, as different smokers and smoking materials may have varying burn rates. If you notice the smoke diminishing, it's time to add more wood chips, pellets, or your preferred smoking material to ensure the continuous infusion of that desirable smoky flavor into your chicken throughout the cooking process.