By using innovative measuring methods based on new camera technologies (infrared range 10.6 μm), image-based parameters that characterize the process state of the two processes zinc recycling and cement clinker cooling are calculated. Theoretical models are derived using the novel parameters and an innovative control concept for increasing energy efficiency is developed and demonstrated at industrial plants.