MsMohadeseh Ashkarkalaei
Post Doc Research Fellow Lvl I
School of Mechanical and Materials Engineering
- Post Doc Research Fellow Lvl ISchool of Mechanical and Materials Engineering
- +447985548323
- University College Dublin, School of Mechanical and Materials Engineering, Belfield House Belfield Dublin 4
RESEARCH INTERESTS
Structural health monitoring (SHM) of wind energy assets (blades, towers, foundations)
Vibration-based condition monitoring under environmental & operational variability (EOV)
Unsupervised / semi-supervised anomaly detection (one-class learning, autoencoders, GPR-based normalisation)
Time–frequency analysis and wavelet feature engineering (CWT/DWT; frequency-band fusion)
Feature selection and dimensionality reduction (PCA, correlation-based screening, optimisation-based selection)
Optimal sensor placement and single-sensor monitoring strategies
Data fusion: SHM + SCADA for decision support
Uncertainty-aware diagnostics, threshold definition, and interpretability for deployment
Lifetime extension, inspection prioritisation, and end-of-life decision support for wind turbines