Lukas Krupp

According to our database, Lukas Krupp authored at least 7 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

AIfES: A Next-Generation Edge AI Framework.

Lars Wulfert, Johannes Kühnel, Lukas Krupp, Justus Viga, Christian Wiede, Pierre Gembaczka, Anton Grabmaier

IEEE Trans. Pattern Anal. Mach. Intell., June, 2024

Remaining Machining Tool Life Prediction Using Machine Learning

Lukas Krupp

PhD thesis, 2024

2023

Explainable Remaining Tool Life Prediction for Individualized Production Using Automated Machine Learning.

Lukas Krupp, Christian Wiede, Joachim Friedhoff, Anton Grabmaier

Sensors, October, 2023

A Cognitive Sensor System Architecture for the Monitoring of Flexible Machining Systems.

Lukas Krupp, Christian Wiede, Joachim Friedhoff, Anton Grabmaier

Proceedings of the 2023 IEEE SENSORS, Vienna, Austria, October 29 - Nov. 1, 2023, 2023

Hardware Accelerators for a Convolutional Neural Network in Condition Monitoring of CNC Machines.

Ingo Hoyer, Oscar Berg, Lukas Krupp, Alexander Utz, Christian Wiede, Karsten Seidl

Proceedings of the 2023 IEEE SENSORS, Vienna, Austria, October 29 - Nov. 1, 2023, 2023

2022

Approximate Fast Fourier Transform-based Preprocessing for Edge AI.

Lukas Krupp, Christian Wiede, Anton Grabmaier

Proceedings of the 27th IEEE International Conference on Emerging Technologies and Factory Automation, 2022

2020

A Hybrid Framework for Bearing Fault Diagnosis using Physics-guided Neural Networks.

Lukas Krupp, Andreas Hennig, Christian Wiede, Anton Grabmaier

Proceedings of the 27th IEEE International Conference on Electronics, Circuits and Systems, 2020