Get the bone-in pork chops ready. If they're frozen, thaw them overnight and allow them to sit at room temperature for at least 30 minutes. Then, pat them dry with a kitchen towel.
Next, prepare the seasonings. In a medium bowl, combine paprika, ground mustard, onion powder, garlic powder, salt, and pepper to create the dry rub. In a separate bowl, have the brown sugar ready and prepare a small bowl of cooking oil.
Preheat the air fryer to 400°F (204°C). Please see note if your air fryer is 4-quart or smaller.
Meanwhile, season the bone-in pork chops. Start by coating them with oil, then generously sprinkle each side with the brown sugar and dry rub mixture. Gently massage the seasonings into the meat to ensure they are evenly distributed.
Air fry bone-in pork chops for 6-8 minutes on each side. If you're using a thinner slice, adjust the cooking time to 4-5 minutes on each side. Cook until golden brown or the internal temperature of the thickest part, near the bone, reaches 150°F (66°C).
Once cooked, let the air fried bone in pork chops rest for 5-10 minutes. This resting period allows the juices to redistribute and be absorbed back into the meat, resulting in a more flavorful and tender chop.
Serve and enjoy your juicy and tender bone-in pork chops with your favorite side dish.