Dr.-Ing. Peter Hantschke

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Visiting address:

MAR30, Zimmer 056 Marschnerstraße 30

01307 Dresden

Research

16 Entries

Fatigue monitoring and maneuver identification for vehicle fleets using a virtual sensing approachHeindel, L., Hantschke, P. & Kästner, M., May 2023, In: International Journal of Fatigue. 170, 107554Electronic (full-text) versionResearch output: Contribution to journal > Research article

Performance Assessment of different Machine Learning Algorithm for Life-Time Prediction of Solder Joints based on Synthetic DataMünch, S., Bhat, D., Heindel, L., Hantschke, P., Roellig, M. & Kästner, M., 20 Apr 2022Electronic (full-text) versionResearch output: Contribution to conferences > Paper
Datenbasiertes Predictive Maintenance in der E-MobilitätHeindel, L., Hantschke, P. & Kästner, M., 2022, In: DVM Bericht. 2022, 148Electronic (full-text) versionResearch output: Contribution to journal > Conference article

A Virtual Sensing approach for approximating nonlinear dynamical systems using LSTM networksHeindel, L., Hantschke, P. & Kästner, M., 14 Dec 2021, In: Proceedings in Applied Mathematics and Mechanics: PAMM. 21, 1Electronic (full-text) versionResearch output: Contribution to journal > Conference article
A data-driven approach for approximating non-linear dynamic systems using LSTM networksHeindel, L., Hantschke, P. & Kästner, M., Nov 2021, In: Procedia Structural Integrity. 38, C, p. 159-167, 9 p.Electronic (full-text) versionResearch output: Contribution to journal > Conference article

14 Entries

An experimental comparison of data-driven virtual sensing methods for predictive maintenance Heindel, L. (Speaker), Hantschke, P. (Involved person), Kästner, M. (Involved person) 8 Apr 2025 Activity: Talk or presentation at external institutions/events > Talk/Presentation > Invited
Data-driven condition monitoring and load analysis for a tram rail infrastructure Heindel, L. (Speaker), Marburg, K. (Involved person), Zschocke, D. (Involved person), Günther, A. (Involved person), Spak, B. (Involved person), Hantschke, P. (Involved person), Kästner, M. (Involved person) 21 Feb 2025 Activity: Talk or presentation at external institutions/events > Talk/Presentation > Contributed

Datengetriebene Zustandserfassung und Belastungsanalyse der Straßenbahninfrastruktur Heindel, L. (Speaker), Marburg, K. (Involved person), Zschocke, D. (Involved person), Günther, A. (Involved person), Spak, B. (Involved person), Hantschke, P. (Involved person), Kästner, M. (Involved person) 25 Nov 2024 Activity: Talk or presentation at external institutions/events > Talk/Presentation > Contributed
Datengetriebene Zustandserfassung und Belastungsanalyse für eine Straßenbahninfrastruktur Heindel, L. (Speaker), Marburg, K. (Speaker), Zschocke, D. (Involved person), Günther, A. (Involved person), Hantschke, P. (Involved person), Kästner, M. (Involved person) 20 Sep 2024 Activity: Talk or presentation at external institutions/events > Talk/Presentation > Contributed
A demonstrator example for virtual sensing approaches in predictive maintenance applications Heindel, L. (Speaker), Hantschke, P. (Involved person), Kästner, M. (Involved person) 13 Jun 2024 Activity: Talk or presentation at external institutions/events > Talk/Presentation > Contributed