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Publications

  1. 2023
  2. Published

    Comparative Study of Excitation Signals for Active Fault Diagnosis of Belt Drives

    Fehsenfeld, M., Kühn, J. & Kortmann, K., 2023, 2023 IEEE 32nd International Symposium on Industrial Electronics (ISIE).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  3. Published

    Condition Monitoring using Domain-Adversarial Networks with Convolutional Kernel Features

    Caceres-Castellanos, C., Kortmann, K. & Fehsenfeld, M. J., 2023, p. 7746-7752. 7 p.

    Research output: Contribution to conferencePaperResearchpeer review

  4. Published

    Multi-Source Domain Adaptation for Fault Diagnosis of Belt Drives

    Fehsenfeld, M., Kühn, J. & Kortmann, K., 2023, In: IFAC-PapersOnLine. 56, 2, p. 11305-11310 6 p.

    Research output: Contribution to journalArticleResearchpeer review

  5. 2022
  6. Published

    Comparison of Different Excitation Strategies for Fault Diagnosis of Belt Drives: Industrial Application Scenarios

    Fehsenfeld, M. J., Kühn, J., Ziaukas, Z. & Jacob, H., 3 Aug 2022, Proceedings of the 19th International Conference on Informatics in Control, Automation and Robotics. Gini, G., Nijmeijer, H., Burgard, W. & Filev, D. P. (eds.). p. 177-184

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  7. Published

    Multisine Input Design for Active Data-Driven Fault Diagnosis of Belt Drives

    Fehsenfeld, M. J., Kühn, J., Ziaukas, Z. & Jacob, H., 2022, 2022 IEEE 31st International Symposium on Industrial Electronics (ISIE). p. 480-485 6 p. (IEEE International Symposium on Industrial Electronics; vol. 2022-June).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  8. 2021
  9. Published

    Tension Monitoring of Toothed Belt Drives Using Interval-Based Spectral Features

    Fehsenfeld, M., Kühn, J., Wielitzka, M. & Ortmaier, T., 14 Apr 2021, In: IFAC-PapersOnLine. 53, 2, p. 738-743 6 p.

    Research output: Contribution to journalArticleResearchpeer review

  10. E-pub ahead of print

    Autoencoder-based Representation Learning from Heterogeneous Multivariate Time Series Data of Mechatronic Systems

    Kortmann, K., Fehsenfeld, M. & Wielitzka, M., 8 Apr 2021, (E-pub ahead of print) 7 p.

    Research output: Working paper/PreprintPreprint

  11. Published

    Featureextraktion aus heterogenen multivariaten Zeitreihendaten mechatronischer Systeme mittels Autoencoder-Netzwerken

    Kortmann, K., Fehsenfeld, M. J. & Wielitzka, M., 10 Mar 2021, Digital‐Fachtagung VDI MECHATRONIK 2021. Darmstadt, p. 74-79 6 p.

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review