Litcius/Paper detail

Improving process monitoring of ultrasonic metal welding using classical machine learning methods and process-informed time series evaluation

Elisabeth Schwarz, Fabian Bleier, Friedhelm Guenter, Ralf Mikut, Jean Pierre Bergmann

2022Journal of Manufacturing Processes32 citationsDOI

Topics & Concepts

Process (computing)WeldingPerceptronLinear regressionMechanical engineeringComputer scienceMaterials scienceMachine learningArtificial intelligenceArtificial neural networkEngineeringOperating systemWelding Techniques and Residual StressesAdvanced machining processes and optimizationAdvanced Welding Techniques Analysis
Improving process monitoring of ultrasonic metal welding using classical machine learning methods and process-informed time series evaluation | Litcius