Publications
- 2024
- 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
- 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
- Published
Exploring transfer learning for improving ultrasonic guided wave-based damage localization
Lomazzi, L., Pinello, L., Abbassi, A., giglio, M. & Cadini, F., Jul 2024, e-Journal of Nondestructive Testing. (e-Journal of Nondestructive Testing).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- 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
- E-pub ahead of print
- 2023
- 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
- 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
- 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