Sergey A. Shevchik

Publication Activity (10 Years)

Years Active: 2017-2020
Publications (10 Years): 6

Top Topics

Reinforcement Learning

Acoustic Emission

Ensemble Classifier

Robotic Control

Top Venues

IEEE Trans. Ind. Informatics

Publications

Georgios Violakis, Tri Le-Quang, Sergey A. Shevchik, Kilian Wasmer
Sensitivity Analysis of Acoustic Emission Detection Using Fiber Bragg Gratings with Different Optical Fiber Diameters. Sensors 20 (22) (2020)
Giulio Masinelli, Tri Le-Quang, Silvio Zanoli, Kilian Wasmer, Sergey A. Shevchik
Adaptive Laser Welding Control: A Reinforcement Learning Approach. IEEE Access 8 (2020)
Sergey A. Shevchik, Tri Le-Quang, Farzad Vakili Farahani, Neige Faivre, Bastian Meylan, Silvio Zanoli, Kilian Wasmer
Laser Welding Quality Monitoring via Graph Support Vector Machine With Data Adaptive Kernel. IEEE Access 7 (2019)
Sergey A. Shevchik, Giulio Masinelli, Christoph Kenel, Christian Leinenbach, Kilian Wasmer
Deep Learning for In Situ and Real-Time Quality Monitoring in Additive Manufacturing Using Acoustic Emission. IEEE Trans. Ind. Informatics 15 (9) (2019)
Sergey A. Shevchik, Bastian Meylan, Abbas Mosaddeghi, Kilian Wasmer
Acoustic Emission for In Situ Monitoring of Solid Materials Pre-Weakening by Electric Discharge: A Machine Learning Approach. IEEE Access 6 (2018)
Sergey A. Shevchik, Fatemeh Saeidi, Bastian Meylan, Kilian Wasmer
Prediction of Failure in Lubricated Surfaces Using Acoustic Time-Frequency Features and Random Forest Algorithm. IEEE Trans. Ind. Informatics 13 (4) (2017)