In the future the preventive maintenance of metallic furnace components in industrial furnaces can reduce production losses and lower operating costs. OWI Science for Fuels gGmbH, the Department for Industrial Furnaces and Heat Engineering (IOB) at RWTH Aachen University and the Institute for Materials Science (IfW) at Darmstadt University of Technology intend to contribute to this target in a current research project.