Data-driven Soft Sensors in the process industry

• Shear-dominated processes in sheet metal forming

  2026 CIRP Annals article Engineering Metal Forming Simulation Techniques Open access

  0

  citations
• Is There a Future for Stochastic Modeling in Business and Industry in the Era of Machine Learning and Artificial Intelligence?

  2025 Applied Stochastic Models in Business and Industry article Mathematics Statistical Methods and Applications Open access

  7

  citations
• Monitoring the evolution of dimensional accuracy and product properties in property-controlled forming processes

  2023 Advances in Industrial and Manufacturing Engineering article Engineering Metal Forming Simulation Techniques Open access

  13

  citations
• Evaluation of a Soft Sensor Concept for Indirect Flow Rate Estimation in Solenoid-Operated Spool Valves

  2023 Actuators article Engineering Hydraulic and Pneumatic Systems Open access

  12

  citations
• Machine learning in bioprocess development: from promise to practice

  2022 Trends in biotechnology review Biochemistry, Genetics and Molecular Biology Microbial Metabolic Engineering and Bioproduction Open access cited by 1 patent

  166

  citations
• Extension of a Simulation Model of the Freeform Bending Process as Part of a Soft Sensor for a Property Control

  2022 Key engineering materials article Engineering Metal Forming Simulation Techniques Open access

  8

  citations
• A System Identification and Implementation of a Soft Sensor for Freeform Bending

  2021 Materials article Engineering Metal Forming Simulation Techniques Open access

  12

  citations
• The influence of freeform bending process parameters on residual stresses for steel tubes

  2021 Advances in Industrial and Manufacturing Engineering article Engineering Metal Forming Simulation Techniques Open access

  29

  citations

8 results