Publications

Lisa Binanzer, and Martin Dazer. Robustness and transferability of an autoencoder based anomaly detection approach to detect gear damage. Forschung im Ingenieurwesen, (89)24February 2025. [PUMA: L_Binanzer M_Dazer antriebstechnik]

Lukas Merkle, Lisa Binanzer, Philipp Häderle, and Martin Dazer. Sensor concepts for gear damage detection in wind power drives. Journal of Physics: Conference Series EERA DeepWind Conference 2024, (2875)1:012022, IOP Publishing, 17.-19.01.2024, Trondheim (NOR), November 2024. [PUMA: L_Binanzer L_Merkle M_Dazer P_Haederle antriebstechnik gruebchen]

Lukas Merkle, Lisa Binanzer, and Martin Dazer. Holistic Approach on Gear Damage Detection. 65. Tribologie-Fachtagung, 23.-25.09.2024, Göttingen, September 2024. [PUMA: L_Binanzer L_Merkle M_Dazer antriebstechnik gruebchen]

Lisa Binanzer, Tobias Schmid, Lukas Merkle, and Martin Dazer. Damage Detection using Machine Learning for PHM in Gearbox Applications. Proceedings of the European Conference of the PHM Society 2024, (8)1:274-285, Phuc Do & Cordelia Ezhilarasu, 03.-05.07.2024, Prague (CZ), July 2024. [PUMA: L_Binanzer L_Merkle M_Dazer antriebstechnik gruebchen]

Lisa Binanzer, Lukas Merkle, Martin Dazer, and Andreas Nicola. Pitting Detection for Prognostics and Health Management in Gearbox Applications. Proceedings of the International Conference on Gears 2023, 97-108, 13.-15.09.2023, Garching/Munich, September 2023. [PUMA: a_nicola antriebstechnik from:lisabinanzer gruebchen l_binanzer l_merkle m_dazer myown]

Lisa Binanzer, Martin Dazer, and Andreas Nicola. AI based Prognostic and Health Management in Wind Power Drives. 77th STLE Annual Meeting & Exhibition, 21.-25.05.2023, Long Beach, California (USA), May 2023. [PUMA: a_nicola antriebstechnik from:lisabinanzer l_binanzer m_dazer myown]

Lukas Merkle, Lisa Binanzer, Martin Dazer, and Andreas Nicola. Artificial Intelligence for Sustainable Control of Wind Power Drives. Proceedings of CWD 2023 - Conference for Wind Power Drives, 172-180, 21.-22.03.2023, Eurogress, Aachen, March 2023. [PUMA: a_nicola antriebstechnik from:lisabinanzer gruebchen l_binanzer l_merkle m_dazer myown]