Markus Kley

According to our database, Markus Kley authored at least 8 papers between 2021 and 2024.

Collaborative distances:

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

2024

Virtual Sensor Conceptualization for Rotation Speed and Torque Prediction: A Case Study of Two-Stage Reduction Gearbox.

Akash Mangaluru Ramananda, Timo König, Fabian Wagner, Markus Kley

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 28th International Conference KES-2024, 2024

A LSTM-GAN Algorithm for Synthetic Data Generation of Time Series Data for Condition Monitoring.

Timo König, Akash Mangaluru Ramananda, Fabian Wagner, Markus Kley

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 28th International Conference KES-2024, 2024

Evaluation of Feature Selection and Pre-Processing Techniques for Ethylene Glycol-Water Ratio Classification in Process Thermostat.

Patrick Harfmann, Akash Mangaluru Ramananda, Fabian Wagner, Vishnu Murali, Lokesh Sharath Babu, Magnus Nigmann, Markus Kley

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 28th International Conference KES-2024, 2024

2023

A software framework for virtual testing of a production control system.

Timo König, Markus Kley

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

A generative adversarial network-based data augmentation approach with transient vibration data.

Timo König, Luca Cadau, Fabian Wagner, Markus Kley

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

2022

Generation of synthetic data with low-dimensional features for condition monitoring utilizing Generative Adversarial Networks.

Fabian Wagner, Timo König, Moritz Benninger, Markus Kley, Marcus Liebschner

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022

Improved design of experiments method for machine-learning-based modelling of gearbox efficiency in a test rig environment.

Lukas Bauer, Leon Stütz, Patrick Beck, Wilhelm G. Kleppmann, Markus Kley

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022

2021

Enhanced efficiency prediction of an electrified off-highway vehicle transmission utilizing machine learning methods.

Lukas Bauer, Patrick Beck, Leon Stütz, Markus Kley

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021