Dipl.-Ing. Leonhard Heindel
Dipl.-Ing. Leonhard Heindel
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Chair of Computational and Experimental Solid Mechanics
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
Teaching
- Tutorials for basic and advanced courses
- Currently in winter term 2022:
- Fatigue analysis (EMBF)
Publications
2023
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Economic fatigue damage monitoring for vehicle fleets using the scattering transform , Dec 2023, In: Proceedings in applied mathematics and mechanics : PAMM. 23, 4, e202300192Electronic (full-text) versionResearch output: Contribution to journal > Conference article
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Fatigue monitoring and maneuver identification for vehicle fleets using a virtual sensing approach , May 2023, In: International Journal of Fatigue. 170, 107554Electronic (full-text) versionResearch output: Contribution to journal > Research article
2022
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Performance Assessment of different Machine Learning Algorithm for Life-Time Prediction of Solder Joints based on Synthetic Data , 20 Apr 2022Electronic (full-text) versionResearch output: Contribution to conferences > Paper
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Datenbasiertes Predictive Maintenance in der E-Mobilität , 2022, In: DVM Bericht. 2022, 148Electronic (full-text) versionResearch output: Contribution to journal > Conference article
2021
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A Virtual Sensing approach for approximating nonlinear dynamical systems using LSTM networks , 14 Dec 2021, In: Proceedings in applied mathematics and mechanics : PAMMElectronic (full-text) versionResearch output: Contribution to journal > Conference article
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A data-driven approach for approximating non-linear dynamic systems using LSTM networks , Nov 2021, In: Procedia Structural IntegrityElectronic (full-text) versionResearch output: Contribution to journal > Conference article
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Additive manufacturing applications of phase-field-based topology optimization using adaptive isogeometric analysis , 12 Aug 2021, In: GAMM-Mitteilungen / Gesellschaft für Angewandte Mathematik und Mechanik. 2021, e202190003Electronic (full-text) versionResearch output: Contribution to journal > Research article
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Projection Methods in Adaptive Isogeometric Analysis and its Application to Topology Optimization , 25 Jan 2021, In: Proceedings in applied mathematics and mechanics : PAMMElectronic (full-text) versionResearch output: Contribution to journal > Conference article
Awards
- DVM-Junior-Preis, 2022