Applied Machine Learning in Industry 4.0: Case-Study Research in Predictive Models for Black Carbon Emissions.

Industry 4.0 constitutes a major application domain for sensor data analytics. Industrial furnaces (IFs) are complex machines made with special thermodynamic materials and technologies used in industrial production applications that require special heat treatment cycles.