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Cutting temperatures are the main factor adversely affecting the product quality and limiting the productivity in the manufacture of safety-critical aero engine components. This work presents the development of a monitoring solution enabling the detection of critical process conditions and therewith allows manufacturers to adapt processes appropriate to the situation. Finally, suggestions for an industrial implementation and an outlook to a temperature controlled process are given.