Leonhard Heindel Dipl.-Ing.
Person

Affiliations

Chair of Computational and Experimental Solid Mechanics
- Academic Staff
- leonhard.heindel@tu-dresden.de

Identification Numbers

ORCID	0000-0002-7431-8973
Scopus author ID	57226190809

A demonstrator example for virtual sensing approaches in predictive maintenance applications

Heindel, L., Hantschke, P. & Kästner, M., 11 Jun 2024, VAL5 Fifth International Conference on Material and Component Performance under Variable Amplitude Loading. p. 243 - 249

Research output: Contribution to book/Conference proceedings/Anthology/Report › Conference contribution › Contributed

Datengetriebene Zustandserfassung und Belastungsanalyse für eine Straßenbahn-Infrastruktur

Heindel, 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 › Contributed

Economic fatigue damage monitoring for vehicle fleets using the scattering transform

Heindel, L. (First author), Wendrock, F., Hantschke, P. & Kästner, M., Dec 2023, In: Proceedings in Applied Mathematics and Mechanics: PAMM. 23, 4, e202300192.

Research output: Contribution to journal › Conference article › Contributed › peer-review

Fatigue monitoring and maneuver identification for vehicle fleets using a virtual sensing approach

Heindel, L. (First author), Hantschke, P. & Kästner, M., May 2023, In: International Journal of Fatigue. 170, 107554.

Research output: Contribution to journal › Research article › Contributed › peer-review

Performance Assessment of different Machine Learning Algorithm for Life-Time Prediction of Solder Joints based on Synthetic Data

Münch, S., Bhat, D., Heindel, L., Hantschke, P., Roellig, M. & Kästner, M., 20 Apr 2022.

Research output: Contribution to conferences › Paper › Contributed

View all research output (11)

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

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 Sept 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

View all activities (14)

eBike measurements for fatigue monitoring using acceleration differences

Heindel, L. (Creator), Hantschke, P. (Contributor) & Kästner, M. (Contributor), OPARA, 2025

DOI: https://doi.org/10.25532/OPARA-884

Dataset: Series

Predictive maintenance demonstrator dataset with individual load histories

Heindel, L. (Creator), Hantschke, P. (Contributor) & Kästner, M. (Contributor), OPARA, 2025

DOI: https://doi.org/10.25532/OPARA-812

Dataset: Series

eBike measurements for fatigue monitoring and maneuver identification tasks

Heindel, L. (Creator), Hantschke, P. (Contributor) & Kästner, M. (Contributor), OPARA, 2022

DOI: https://doi.org/10.25532/OPARA-189

Dataset: Series

3-component servo-hydraulic test bench measurements for virtual sensing and forward prediction tasks

Heindel, L. (Creator), Hantschke, P. (Contributor) & Kästner, M. (Contributor), OPARA, 2021

DOI: https://doi.org/10.25532/OPARA-151

Dataset: Series

View all research data (4)

Research Portal of the TU Dresden

Leonhard Heindel Dipl.-Ing.
Person

Affiliations

Identification Numbers

Related content

A demonstrator example for virtual sensing approaches in predictive maintenance applications

Datengetriebene Zustandserfassung und Belastungsanalyse für eine Straßenbahn-Infrastruktur

Economic fatigue damage monitoring for vehicle fleets using the scattering transform

Fatigue monitoring and maneuver identification for vehicle fleets using a virtual sensing approach

Performance Assessment of different Machine Learning Algorithm for Life-Time Prediction of Solder Joints based on Synthetic Data

An experimental comparison of data-driven virtual sensing methods for predictive maintenance

Data-driven condition monitoring and load analysis for a tram rail infrastructure

Datengetriebene Zustandserfassung und Belastungsanalyse der Straßenbahninfrastruktur

Datengetriebene Zustandserfassung und Belastungsanalyse für eine Straßenbahninfrastruktur

A demonstrator example for virtual sensing approaches in predictive maintenance applications

eBike measurements for fatigue monitoring using acceleration differences

Predictive maintenance demonstrator dataset with individual load histories

eBike measurements for fatigue monitoring and maneuver identification tasks

3-component servo-hydraulic test bench measurements for virtual sensing and forward prediction tasks