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Niklas Römgens

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Publications

  1. 2024
  2. Published

    A weighted correction of RAPID for precise damage localization in composites using guided waves and principal component analysis

    Abbassi, A., Römgens, N., Dörpinghaus, A., Lomazzi, L., Grießmann, T. & Rolfes, R., 1 Jul 2024, Proceedings of the 10th European Workshop on Structural Health Monitoring (EWSHM 2024).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  3. Published

    Monitoring Fatigue of Grouted Connections Using Autoencoders and In-Situ Fiber Optical Sensors

    Römgens, N., Abbassi, A., Talahmeh, M., Grießmann, T. & Rolfes, R., 1 Jul 2024, Proceedings of the 10th European Workshop on Structural Health Monitoring (EWSHM 2024).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  4. Published

    Untersuchung des Tragverhaltens von Offshore-Grout-Verbindungen unter Wasser

    Nuber, A., Borgelt, J. M., Collmann, M., Dreger, D., Friedmann, H., Kohlmeier, M., Schossig, T., Römgens, N., Tsiapoki, S. & Wernitz, S., May 2024, In: Schiff & Hafen : Fachzeitschrift für Schifffahrt, Schiffbau & Offshore-Technologie. 2024, 05, p. 36-42

    Research output: Contribution to journal › Article › Research

  5. Published

    On using autoencoders with non-standardized time series data for damage localization

    Römgens, N., Abbassi, A., Jonscher, C., Grießmann, T. & Rolfes, R., 15 Mar 2024, In: Engineering structures. 303, 117570.

    Research output: Contribution to journal › Article › Research › peer review

  6. E-pub ahead of print

    Data Augmentation with Data-Based Simulation in Structural Health Monitoring Using Knowledge Embedded Generative Adversarial Network

    Abbassi, A., Römgens, N., Grießmann, T. & Rolfes, R., 2024, (E-pub ahead of print).

    Research output: Working paper/Preprint › Preprint

  7. 2023
  8. Published

    Enhancing the Reliability of Structural Health Monitoring for Bolted Joint Connections in Segmented Rotor Blades Using Data Fusion

    Abbassi, A., Römgens, N., Grießmann, T., Till, J. & Rolfes, R., 14 Sept 2023, Structural health monitoring 2023: Designing SHM for Sustainability, Maintainability, and Reliability . Farhangdoust, S., Guemes, A. & Chang, F.-K. (eds.). p. 1497-1504 8 p.

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  9. Published

    Evaluation of machine learning techniques for structural health monitoring using ultrasonic guided waves under varying temperature conditions

    Abbassi, A., Römgens, N., Tritschel, F. F., Penner, N. & Rolfes, R., Mar 2023, In: Structural health monitoring. 22, 2, p. 1308-1325 18 p.

    Research output: Contribution to journal › Article › Research › peer review

  10. Published

    Grout-WATCH: Untersuchung des Tragverhaltens von Offshore-Grout-Verbindungen unter Wasser an Tragstrukturen mit dynamischen Wechselwirkungen

    Nuber, A., Borgelt, J. M., Dreger, D., Collmann, M., Friedmann, H., Kohlmeier, M., Schossig, T., Römgens, N., Tsiapoki, S. & Wernitz, S., 2023, Statustagung Maritime Technologien: Tagungsband der Statustagung 2023. p. 151-168 (Schriftenreihe Projektträger Jülich).

    Research output: Chapter in book/report/conference proceeding › Contribution to book/anthology › Research

  11. Published

    Unsupervised Damage Localization Using Autoencoders with Time-Series Data

    Römgens, N., Abbassi, A., Jonscher, C., Grießmann, T. & Rolfes, R., 2023, Experimental Vibration Analysis for Civil Engineering Structures EVACES 2023 - Volume 2. Limongelli, M. P., Giordano, P. F., Gentile, C., Quqa, S. & Cigada, A. (eds.). p. 511-519 9 p. (Lecture Notes in Civil Engineering; vol. 433 LNCE).

    Research output: Chapter in book/report/conference proceeding › Contribution to book/anthology › Research › peer review