The specific methods for catalyst regeneration depend on the type of deactivation and the catalyst material. For example, in thermal regeneration, the catalyst may be placed in a regeneration unit where it is exposed to high temperatures and controlled atmospheres. In chemical regeneration, the catalyst is usually treated in situ, often within the same reactor where it is used, to minimize downtime.