| An artificial neural network methodology for damage detection: Demonstration on an operating wind turbine blade A Movsessian, D Garcia Cava, D Tcherniak Mechanical systems and signal processing 159, 107766, 2021 | 83 | 2021 |
| Vibration-based delamination diagnosis and modelling for composite laminate plates D Garcia Cava, R Palazzetti, I Trendafilova, C Fiorini, A Zucchelli Composite Structures 130, 155-162, 2015 | 76 | 2015 |
| An experimental study on the data-driven structural health monitoring of large wind turbine blades using a single accelerometer and actuator D Garcia Cava, D Tcherniak Mechanical systems and signal processing 127, 102-119, 2019 | 74 | 2019 |
| A multivariate data analysis approach towards vibration analysis and vibration-based damage assessment: Application for delamination detection in a composite beam D Garcia Cava, I Trendafilova Journal of Sound and Vibration 333 (25), 7036-7050, 2014 | 54* | 2014 |
| Interpretable machine learning in damage detection using Shapley Additive Explanations A Movsessian, D Garcia Cava, D Tcherniak engrXiv, 2021 | 34 | 2021 |
| Osteoporosis screening: applied methods and technological trends MA de Oliveira, R Moraes, EB Castanha, AS Prevedello, J Vieira Filho, ... Medical Engineering & Physics 108, 103887, 2022 | 32 | 2022 |
| Polynomial Chaos-Kriging metamodel for quantification of the debonding area in large wind turbine blades B Pavlack, J Paixão, S Da Silva, A Cunha Jr, D Garcia Cava Structural Health Monitoring 21 (2), 666-682, 2022 | 23 | 2022 |
| A study on the vibration-based self-monitoring capabilities of nano-enriched composite laminated beam D Garcia Cava, I Trendafilova, JD Inman Smart Materials and Structures 25 (2016), 045011, 2016 | 22 | 2016 |
| Singular spectrum analysis as a tool for early detection of centrifugal compressor flow instability A Logan, D Garcia Cava, G Liśkiewicz Measurement 173, 108536, 2021 | 20 | 2021 |
| On explicit and implicit procedures to mitigate environmental and operational variabilities in data-driven structural health monitoring D Garcia Cava, LD Avendaño-Valencia, A Movsessian, C Roberts, ... Structural Health Monitoring Based on Data Science Techniques, 309-330, 2022 | 18 | 2022 |
| A semi-supervised interpretable machine learning framework for sensor fault detection P Martakis, A Movsessian, Y Reuland, SGS Pai, S Quqa, D Garcia Cava, ... Smart Struct. Syst. Int. J 29, 251-266, 2021 | 18 | 2021 |
| Damage assessment for wind turbine blades based on a multivariate statistical approach D Garcia Cava, D Tcherniak, I Trendafilova Journal of Physics: Conference Series 628 (1), 012086, 2015 | 18 | 2015 |
| Addressing practicalities in multivariate nonlinear regression for mitigating environmental and operational variations C Roberts, D Garcia Cava, LD Avendaño-Valencia Structural Health Monitoring 22 (2), 1237-1255, 2023 | 17 | 2023 |
| Dynamical system analysis of unstable flow phenomena in centrifugal blower D Garcia Cava, M Stickland, G Liśkiewicz Open Engineering 5 (1), 2015 | 16 | 2015 |
| Operational metrics for an offshore wind farm & their relation to turbine access restrictions and position in the array F Anderson, R Dawid, D Garcia Cava, D McMillan Journal of Physics: Conference Series 2018 (1), 012002, 2021 | 13 | 2021 |
| Understanding the Influence of Environmental and Operational Variability on Wind Turbine Blade Monitoring C Roberts, D Garcia Cava, LD Avendaño-Valencia European Workshop on Structural Health Monitoring, 109-118, 2020 | 12 | 2020 |
| Operational modal analysis for scour detection in mono-pile offshore wind turbines K Qu, D Garcia Cava, S Killbourn, A Logan European workshop on structural health monitoring, 668-678, 2022 | 10 | 2022 |
| Robust mitigation of EOVs using multivariate nonlinear regression within a vibration-based SHM methodology C Roberts, LD Avendaño-Valencia, D Garcia Cava Mechanical Systems and Signal Processing 208, 111028, 2024 | 8 | 2024 |
| Aerodynamic instabilities detection via empirical mode decomposition in centrifugal compressors M Stajuda, D Garcia Cava, G Liśkiewicz Measurement 199, 111496, 2022 | 8 | 2022 |
| A Comparative Study on Data Manipulation in PCA-Based Structural Health Monitoring Systems for Removing Environmental and Operational Variations C Roberts, D Garcia Cava, D Tcherniak Proceedings of the 13th International Conference on Damage Assessment of …, 2019 | 7 | 2019 |
Dmitri TcherniakSenior research engineer, Hottinger Bruel & Kjaer, HBKVerified email at bksv.com
