Publicaciones Peer reviewed articles (23) A method to reduce model uncertainty by fusing the output from multiple stochastic simulators Autores: Imad Abdallah, Konstantinos Tatsis, Charilaos Mylonas, Vasilis Ntertimanis, Eleni Chatzi Publicado en: Journal of Physics: Conference Series, Issue 1618, 2020, Page(s) 042019, ISSN 1742-6588 Editor: Institute of Physics DOI: 10.1088/1742-6596/1618/4/042019 Conditional variational autoencoders for probabilistic wind turbine blade fatigue estimation using Supervisory, Control, and Data Acquisition data Autores: Charilaos Mylonas, Imad Abdallah, Eleni Chatzi Publicado en: Wind Energy, Issue 24/10, 2021, Page(s) 1122-1139, ISSN 1095-4244 Editor: John Wiley & Sons Inc. DOI: 10.1002/we.2621 Structural identification with physics-informed neural ordinary differential equations Autores: Zhilu Lai, Charilaos Mylonas, Satish Nagarajaiah, Eleni Chatzi Publicado en: Journal of Sound and Vibration, Issue 508, 2021, Page(s) 116196, ISSN 0022-460X Editor: Academic Press DOI: 10.1016/j.jsv.2021.116196 Vibration‐based monitoring of a small‐scale wind turbine blade under varying climate conditions. Part I: An experimental benchmark Autores: Yaowen Ou; Konstantinos E. Tatsis; Vasilis K. Dertimanis; Minas D. Spiridonakos; Eleni N. Chatzi Publicado en: Structural Control and Health Monitoring, Issue 1, 2020, ISSN 1545-2255 Editor: John Wiley & Sons Inc. DOI: 10.1002/stc.2660 Unsupervised local cluster-weighted bootstrap aggregating the output from multiple stochastic simulators Autores: Imad Abdallah, Konstantinos Tatsis, Eleni Chatzi Publicado en: Reliability Engineering & System Safety, Issue 199, 2020, Page(s) 106876, ISSN 0951-8320 Editor: Elsevier BV DOI: 10.1016/j.ress.2020.106876 Vibration‐based monitoring of a small‐scale wind turbine blade under varying climate conditions. Part I: An experimental benchmark Autores: Yaowen Ou, Konstantinos E. Tatsis, Vasilis K. Dertimanis, Minas D. Spiridonakos, Eleni N. Chatzi Publicado en: Structural Control and Health Monitoring, Issue 28/6, 2021, ISSN 1545-2255 Editor: John Wiley & Sons Inc. DOI: 10.1002/stc.2660 GP-ARX-Based Structural Damage Detection and Localization under Varying Environmental Conditions Autores: Konstantinos Tatsis; Vasilis K. Dertimanis; Yaowen Ou; Eleni Chatzi Publicado en: Journal of Sensor and Actuator Networks, 9 (3), Issue 2, 2020, ISSN 2224-2708 Editor: MDPI DOI: 10.3929/ethz-b-000445427 Vibration‐based monitoring of a small‐scale wind turbine blade under varying climate and operational conditions. Part II: A numerical benchmark Autores: Konstantinos Tatsis; Yaowen Ou; Vasilis K. Dertimanis; Minas D. Spiridonakos; Eleni N. Chatzi Publicado en: Structural Control and Health Monitoring, 28 (6), Issue 1, 2021, ISSN 1545-2255 Editor: John Wiley & Sons Inc. DOI: 10.3929/ethz-b-000482924 Fatigue assessment of a wind turbine blade when output from multiple aero-elastic simulators are available Autores: Imad Abdallah, Konstantinos Tatsis, Eleni Chatzi Publicado en: Procedia Engineering, Issue 199, 2017, Page(s) 3170-3175, ISSN 1877-7058 Editor: Elsevier DOI: 10.1016/j.proeng.2017.09.509 Cost–benefit optimization of structural health monitoring sensor networks Autores: Capellari, Giovanni; Chatzi, Eleni; id_orcid0000-0002-6870-240X; Mariani, Stefano Publicado en: Sensors (Basel), Issue Volume 18, Issue 7, JulPMC6068495, 2018, ISSN 1424-8220 Editor: Multidisciplinary Digital Publishing Institute (MDPI) DOI: 10.3929/ethz-b-000278733 A substructure approach for fatigue assessment on wind turbine support structures using output-only measurements Autores: Konstantinos Tatsis, Vasilis Dertimanis, Imad Abdallah, Eleni Chatzi Publicado en: Procedia Engineering, Issue 199, 2017, Page(s) 1044-1049, ISSN 1877-7058 Editor: Elsevier DOI: 10.1016/j.proeng.2017.09.285 A Data-Driven Diagnostic Framework for Wind Turbine Structures: A Holistic Approach Autores: Simona Bogoevska, Minas Spiridonakos, Eleni Chatzi, Elena Dumova-Jovanoska, Rudiger Höffer Publicado en: Sensors, Issue 17/4, 2017, Page(s) 720, ISSN 1424-8220 Editor: Multidisciplinary Digital Publishing Institute (MDPI) DOI: 10.3390/s17040720 A modal derivatives enhanced Rubin substructuring method for geometrically nonlinear multibody systems Autores: Long Wu, Paolo Tiso, Konstantinos Tatsis, Eleni Chatzi, Fred van Keulen Publicado en: Multibody System Dynamics, Issue 45/1, 2019, Page(s) 57-85, ISSN 1384-5640 Editor: Kluwer Academic Publishers DOI: 10.1007/s11044-018-09644-2 A centrifuge-based experimental verification of Soil-Structure Interaction effects Autores: Panagiotis Martakis, Damoun Taeseri, Eleni Chatzi, Jan Laue Publicado en: Soil Dynamics and Earthquake Engineering, Issue 103, 2017, Page(s) 1-14, ISSN 0267-7261 Editor: Pergamon Press Ltd. DOI: 10.1016/j.soildyn.2017.09.005 Gaussian Process Time-Series Models for Structures under Operational Variability Autores: Luis David Avendaño-Valencia, Eleni N. Chatzi, Ki Young Koo, James M. W. Brownjohn Publicado en: Frontiers in Built Environment, Issue 3, 2017, ISSN 2297-3362 Editor: Frontiers DOI: 10.3389/fbuil.2017.00069 Foundations of population-based SHM, Part IV: The geometry of spaces of structures and their feature spaces Autores: G. Tsialiamanis, C. Mylonas, E. Chatzi, N. Dervilis, D.J. Wagg, K. Worden Publicado en: Mechanical Systems and Signal Processing, Issue 157, 2021, Page(s) 107692, ISSN 0888-3270 Editor: Academic Press DOI: 10.1016/j.ymssp.2021.107692 A Novel Approach for 3D-Structural Identification through Video Recording: Magnified Tracking Autores: Eleni Chatzi; Utku Gülan; Yunus Emre Harmanci; Markus Holzner Publicado en: Sensors, Issue 19(5), 2019, Page(s) 1229, ISSN 1424-8220 Editor: Multidisciplinary Digital Publishing Institute (MDPI) DOI: 10.3390/s19051229 A Monitoring Approach to Smart Infrastructure Management Autores: Eleni Chatzi Publicado en: Proceedings 2017, Issue 1(8), 2017, Page(s) 755, ISSN 2504-3900 Editor: MDPI DOI: 10.3390/proceedings1080755 Virtual fatigue diagnostics of wake-affected wind turbine via Gaussian Process Regression Autores: Luis David Avendaño-Valencia, Imad Abdallah, Eleni Chatzi Publicado en: Renewable Energy, Issue 170, 2021, Page(s) 539-561, ISSN 0960-1481 Editor: Pergamon Press Ltd. DOI: 10.1016/j.renene.2021.02.003 Parametric reduced order models for output-only vibration-based crack detection in shell structures Autores: Agathos, Konstantinos; Tatsis, Konstantinos E.; Vlachas, Konstantinos; id_orcid0000-0002-9124-219X; Chatzi, Eleni; id_orcid0000-0002-6870-240X Publicado en: Mechanical Systems and Signal Processing, 162, Issue 1, 2022, ISSN 0888-3270 Editor: Academic Press DOI: 10.3929/ethz-b-000490964 A local basis approximation approach for nonlinear parametric model order reduction Autores: Vlachas, Konstantinos; Tatsis, Konstantinos; Agathos, Konstantinos; Brink, Adam R.; Chatzi, Eleni Publicado en: arXiv, Issue 1, 2020, Page(s) 2003.07716, ISSN 2331-8422 Editor: Cornell University DOI: 10.3929/ethz-b-000442910 Multivariate GP-VAR models for robust structural identification under operational variability Autores: Luis David Avendaño-Valencia; Eleni Chatzi Publicado en: Probabilistic Engineering Mechanics, Issue 1, 2020, ISSN 0266-8920 Editor: Elsevier BV DOI: 10.1016/j.probengmech.2020.103035 Full-field structural monitoring using event cameras and physics-informed sparse identification Autores: Zhilu Lai, Ignacio Alzugaray, Margarita Chli, Eleni Chatzi Publicado en: Mechanical Systems and Signal Processing, Issue 145, 2020, Page(s) 106905, ISSN 0888-3270 Editor: Academic Press DOI: 10.1016/j.ymssp.2020.106905 Conference proceedings (24) Virtual loads predictions of wake-affected wind turbines: Gaussian process regression and deep neural networks Autores: Avendaño-Valencia, Luis David; Abdallah, Imad; Venu, Anish; Chatzi, Eleni Publicado en: Issue 1, 2019 Editor: Zenodo DOI: 10.5281/zenodo.4896835 Probabilistic fault diagnostics using ensemble time-varying decision tree learning Autores: Abdallah, Imad Chatzi Publicado en: Issue 1, 2019 Editor: Zenodo DOI: 10.5281/zenodo.3474632 An ensemble learning approach to aggregate the output from multiple simulators and measurements Autores: Abdallah, Imad; id_orcid0000-0001-8678-0965; Chatzi, Eleni; id_orcid0000-0002-6870-240X Publicado en: Reliability and Optimization of Structural Systems: Proceedings of the 19th IFIP WG-7.5 conference on Reliability and Optimization of Structural Systems, Issue 1, 2018 Editor: ETH Zurich DOI: 10.3929/ethz-b-000313985 An ensemble learning approach to aggregate the output from multiple simulators and measurements Autores: Imad Abdallah, Eleni Chatzi Publicado en: 19th working conference of the IFIP Working Group 7.5 on Reliability and Optimization of Structural Systems (IFIP 2018), ETH Zurich (Switzerland), June 26-29, 2018., 2018 Editor: ETH Zurich DOI: 10.13140/RG.2.2.10591.10405 On the differences in the dynamic response of up-wind and waked wind turbines: Analysis via surrogate Gaussian Process time-series models Autores: Luis David Avendaño-Valencia, Imad Abdallah, Eleni Chatzi Publicado en: Proceedings of the joint ICVRAM ISUMA UNCERTAINTIES conference, Florianopolis, SC, Brazil, April 8-11, 2018, 2018 Editor: University of São Paulo An Integrated Approach for Smart Monitoring, Inspection and Life-Cycle Assessment of Wind Turbines Autores: Imad Abdallah, Eleni Chatzi, Braulio Barahona Garzón Publicado en: Proceedings WINERCOST'17. International Conference on Wind Energy Harvesting, April 20-21, 2017, University of Coimbra, 2017, Page(s) 144-148 Editor: WINERCOST An autonomous real-time decision tree framework for monitoring & diagnostics on wind turbines Autores: Imad Abdallah, Vasilis Dertimanis, Eleni Chatzi Publicado en: 2nd International Conference on Wind Energy Harvesting (WINERCOST’18)At: Catanzaro, Italy, 2018 Editor: WINERCOST State estimation of geometrically non-linear systems using reduced-order models Autores: Konstantinos Tatsis, Long Wu, Paolo Tiso, Eleni Chatzi Publicado en: 6th International Symposium on Life-Cycle Civil Engineering (IALCCE 2018), Ghent, Belgium, 2018 Editor: International Association of Life-Cycle Civil Engineering (IALCCE) Fatigue stress estimation of offshore wind turbine using a Kalman filter in combination with accelerometers Autores: N. Noppe, K. Tatsis, E.N. Chatzi, C. Devriendt, W. Weijtjens Publicado en: 28th International Conference on Noise and Vibration engineering (ISMA2018), Leuven, Belgium, 2018 Editor: KU Leuven RELIABILITY PREDICTION OF FATIGUE DAMAGE ACCUMULATION ON WIND TURBINES SUPPORT STRUCTURES Autores: Konstantinos Tatsis, Eleni Chatzi, Eliz-Mari Lourens Publicado en: Proceedings of the 2nd International Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP 2017), 2017, Page(s) 76-89, ISBN 978-618-82844-4-9 Editor: Institute of Structural Analysis and Antiseismic Research School of Civil Engineering National Technical University of Athens (NTUA) Greece DOI: 10.7712/120217.5353.17130 Gaussian Process Vector AR surrogates for identification of structures under varying operational conditions Autores: Luis David Avendaño-Valencia, Konstantinos Tatsis, Eleni Chatzi Publicado en: 8th Conference on Computational Stochastic Mechanics (CSM8), Paros, Greece, 2018 Editor: International Association for Structural Safety & Reliability (IASSAR) Modal-based damage localization on wind turbine blades under environmental variability Autores: Konstantinos Tatsis, Vasilis Dertimanis, Eleni Chatzi Publicado en: Proceedings of the 9th European Workshop on Structural Health Monitoring Series (EWSHM 2018), 2018 Editor: The British Institute of Non-Destructive Testing On damage localization in wind turbine blades: a critical comparison and assessment of modal-based criteria Autores: Konstantinos Tatsis, Vasilis Dertimanis, Eleni Chatzi Publicado en: Proceedings of the 7th World Conference on Structural Control and Monitoring (WCSCM), 2018 Editor: International Association for Structural Control and Monitoring (IACSM) MUTLISCALE SURROGATE MODELING AND UNCERTAINTY QUANTIFICATION FOR PERIODIC COMPOSITE STRUCTURES Autores: Charilaos Mylonas, Bemetz Valentin, Eleni Chatzi Publicado en: Proceedings of the 2nd International Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP 2017), 2017, Page(s) 406-418, ISBN 978-618-82844-4-9 Editor: Institute of Structural Analysis and Antiseismic Research School of Civil Engineering National Technical University of Athens (NTUA) Greece DOI: 10.7712/120217.5379.16904 Deep Unsupervised Learning For Condition Monitoring and Prediction of High Dimensional Data with Application on Windfarm SCADA Data Autores: Charilaos Mylonas, Imad Abdallah, Eleni Chatzi Publicado en: Proceedings of IMAC-XXXVII, A Conference and Exposition on Structural Dynamics, 2018 Editor: Society for Experimental Mechanics (SEM) Surrogate Modelling For Fatigue Damage of Wind-Turbine Blades Using Polynomial Chaos Expansions and Non-Negative Matrix Factorization Autores: Charilaos Mylonas, Imad Abdallah, Eleni Chatzi Publicado en: IABSE Symposium, Vancouver 2017: Engineering the Future, 2017, Page(s) 809-816, ISBN 978-1-5108-6424-5 Editor: International Association for Bridge and Structural Engineering (IABSE) DOI: 10.2749/vancouver.2017.0809 Applying design knowledge and machine learning to scada data for classification of wind turbine operating regimes Autores: Braulio Barahona, Cyprien Hoelzl, Eleni Chatzi Publicado en: 2017 IEEE Symposium Series on Computational Intelligence (SSCI), 2017, Page(s) 1-8, ISBN 978-1-5386-2726-6 Editor: IEEE DOI: 10.1109/ssci.2017.8280947 Operational regime clustering for the construction of PCE-based surrogates of operational wind turbines Autores: L.D. Avendano-Valencia, Braulio Barahona, Cyprien Hoelzl, Eleni Chatzi Publicado en: 7th International Conference on Advances in Experimental Structural Engineering, 2017 Editor: EUCENTRE Foundation Wake Effects when Estimating Residual Life of Wind Turbine Support Structures Autores: Braulio Barahona Garzón, Eleni Chatzi Publicado en: Proceedings of the IMAC-XXXV Conference and Exposition on Structural Dynamics, 2017 Editor: Society for Experimental Mechanics (SEM) DOI: 10.3929/ethz-b-000126765 Experimental damage detection of a wind turbine blade under varying operational conditions Autores: Yaowen Ou, Vasilis Dertimanis, Eleni Chatzi Publicado en: Proceedings of the Biennial ISMA Conference on Noise and Vibration Engineering, ISMA 2016 and 6th International Conference on Uncertainty in Structural Dynamics, USD 2016 : ISMA2016 & USD 2016 conferences, 2016, Page(s) 4183 - 4197 Editor: KU Leuven Output-Only state estimation of geometrically non-linear systems using reduced-order models Autores: Konstantinos Tatsis, Long Wu, Paolo Tiso, Eleni Chatzi Publicado en: Student paper Competition of the Structural Health Monitoring and Control Committee, EMI 2018 conference, May 29-June 1st 2018, 2018 Editor: Engineering Mechanics Institute (EMI) of the ASCE DeepFarm: Deep Generative Modelling for Wind Farms Autores: Mylonas, Charilaos; Abdallah, Imad; id_orcid0000-0001-8678-0965; Chatzi, Eleni; id_orcid0000-0002-6870-240X Publicado en: 10th SIAM Gene Golub Summerschool on High Performance Data Analytics, Issue 1, 2019 Editor: SIAM DOI: 10.13140/rg.2.2.22360.24322 A physics-based, local POD basis approach for multi-parametric reduced order models Autores: Vlachas, Konstantinos; id_orcid0000-0002-9124-219X; Tatsis, Konstantinos E.; Agathos, Konstantinos; Brink, Adam R.; Chatzi, Eleni; id_orcid0000-0002-6870-240X Publicado en: International Conference on Noise and Vibration Engineering (ISMA 2020) and International Conference on Uncertainty in Structural Dynamics (USD 2020), Issue 1, 2020 Editor: KU Leuven DOI: 10.3929/ethz-b-000442909 Data–Driven Remaining Useful Life Prediction for Anchor Fatigue Autores: Mylonas, Charilaos; Abdallah, Imad; Vieira, Debora; Moisi, Kleidi; Zientek, Michal; Chatzi, Eleni; id_orcid0000-0002-6870-240X Publicado en: 38th IMAC Conference and Exposition on Structural Dynamics: It's Not Just Modal Anymore (IMAC 2020), Houston, TX, USA, February 10-13, 2020, Issue 1, 2020 Editor: Society for Experimental Mechanics DOI: 10.3929/ethz-b-000404307 Other (2) Unsupervised local cluster-weighted Bagging the output from multiple stochastic simulators Autores: Abdallah, Imad Publicado en: Issue 1, 2019 Editor: Zenodo DOI: 10.5281/zenodo.3477551 WINDMIL-RTDT ERC Proof of Concept Autores: Abdallah, Imad; id_orcid0000-0001-8678-0965; Qu, Hujun; Mylonas, Charilaos; Chatzi, Eleni; id_orcid0000-0002-6870-240X Publicado en: ETHZ Report, Issue 1, 2020 Editor: ETH Zurich DOI: 10.3929/ethz-b-000437457 Book chapters (3) Adaptive Process and Measurement Noise Identification for Recursive Bayesian Estimation Autores: Konstantinos E. Tatsis, Vasilis K. Dertimanis, Eleni N. Chatzi Publicado en: Model Validation and Uncertainty Quantification, Volume 3 - Proceedings of the 38th IMAC, A Conference and Exposition on Structural Dynamics 2020, 2020, Page(s) 361-364, ISBN 978-3-030-48778-2 Editor: Springer International Publishing DOI: 10.1007/978-3-030-47638-0_39 Fault diagnosis of wind turbine structures using decision tree learning algorithms with big data Autores: I. Abdallah, V. Dertimanis, H. Mylonas, K. Tatsis, E. Chatzi, N. Dervili, K. Worden, E. Maguire Publicado en: Safety and Reliability – Safe Societies in a Changing World, 2018, Page(s) 3053-3061, ISBN 9781351174664 Editor: CRC Press DOI: 10.1201/9781351174664-382 Operational Damage Localization of Wind Turbine Blades Autores: Yaowen W. Ou, Vasilis K. Dertimanis, Eleni N. Chatzi Publicado en: Experimental Vibration Analysis for Civil Structures, Issue 5, 2018, Page(s) 261-272, ISBN 978-3-319-67442-1 Editor: Springer International Publishing DOI: 10.1007/978-3-319-67443-8_22 Buscando datos de OpenAIRE... Se ha producido un error en la búsqueda de datos de OpenAIRE No hay resultados disponibles
