Dipl.-Ing. Leonhard Heindel

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Visiting address:

MAR30, Zimmer 056 Marschnerstraße 30

01307 Dresden

Research

Predictive Maintenance for e-Mobility using machine learning and signal processing (Projects ePredict and LRVTwin)
Development of data-driven approaches for monitoring and prediction of dynamic system behavior

10 Entries

A demonstrator example for virtual sensing approaches in predictive maintenance applicationsHeindel, L., Hantschke, P. & Kästner, M., 11 Jun 2024, VAL5 Fifth International Conference on Material and Component Performance under Variable Amplitude Loading. p. 243 - 249Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
Datengetriebene Zustandserfassung und Belastungsanalyse für eine Straßenbahn-InfrastrukturHeindel, L., Marburg, K., Zschocke, D., Günther, A., Hantschke, P. & Kästner, M., 2024, Tagungsband 20. Internationale Schienenfahrzeugtagung Dresden. DVV Media Group GmbH, p. 170-172, 3 p.Research output: Contribution to book/conference proceedings/anthology/report > Conference contribution

Economic fatigue damage monitoring for vehicle fleets using the scattering transformHeindel, L., Wendrock, F., Hantschke, P. & Kästner, M., Dec 2023, In: Proceedings in applied mathematics and mechanics : PAMM. 23, 4, e202300192Electronic (full-text) versionResearch output: Contribution to journal > Conference article
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, 9 p.Electronic (full-text) versionResearch output: Contribution to journal > Conference article
Additive manufacturing applications of phase-field-based topology optimization using adaptive isogeometric analysisCarraturo, M., Hennig, P., Alaimo, G., Heindel, L., Auricchio, F., Kästner, M. & Reali, A., 12 Aug 2021, In: GAMM-Mitteilungen / Gesellschaft für Angewandte Mathematik und Mechanik. 2021, e202190003, e202100013Electronic (full-text) versionResearch output: Contribution to journal > Research article
Projection Methods in Adaptive Isogeometric Analysis and its Application to Topology OptimizationHennig, P., Heindel, L., Carraturo, M., Reali, A., Auricchio, F. & Kästner, M., 25 Jan 2021, In: Proceedings in applied mathematics and mechanics : PAMM. 20, 1Electronic (full-text) versionResearch output: Contribution to journal > Conference article