Markus Kley
Orcid: 0000-0003-4061-0797
According to our database1,
Markus Kley authored at least 14 papers
between 2021 and 2025.
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Bibliography
2025
Multi-Objective Feature Selection for Prognostics and Health Management Applications.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 29th International Conference KES-2025, 2025
Evaluation and Discussion of Virtual Sensor for Torque Prediction in Induction Machines under Dynamic Conditions.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 29th International Conference KES-2025, 2025
Multi-Fault Diagnosis of Screw Compressors with Ensemble Learning: A Data-Driven Approach for Condition Monitoring.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 29th International Conference KES-2025, 2025
Efficient Operation Definition for Screw Compressors with Sensor Configuration and Feature Engineering Techniques.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 29th International Conference KES-2025, 2025
Digital Twin of a Frequency Converter of an Asynchronous Machine for a Real Time Prediction in Stationary Operating Points Utilizing Machine Learning Methods.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 29th International Conference KES-2025, 2025
Comparison of Conditional and Non-Conditional Data Augmentation Approaches with Generative Adversarial Networks: A Case Study on Bearing Fault Diagnosis.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 29th International Conference KES-2025, 2025
2024
Virtual Sensor Conceptualization for Rotation Speed and Torque Prediction: A Case Study of Two-Stage Reduction Gearbox.
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.
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.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 28th International Conference KES-2024, 2024
2023
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.
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.
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.
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.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021