Dynamic virtualisation: modelling performance of engineering structures

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Pubblicazioni

On the influence of physical sensor placement on the virtualization of wind turbine blades testing

Autori: Vettori, Silvia; Di Lorenzo, Emilio; Peeters, Bart; Chatzi, Eleni; id_orcid0000-0002-6870-240X
Pubblicato in: Proceedings of the International Conference on Structural Health Monitoring of Intelligent Infrastructure, Numero 2, 2021, Pagina/e 703
Editore: International Society for Structural Health Monitoring of Intelligent Infrastructure (ISHMII)

Hierarchical Bayesian Inference for Quantification of Uncertainty in Multi Level Models of Dynamical Systems.

Autori: Xinyu Jia,
Pubblicato in: ESREL 2021, 2021
Editore: ESREL 2021

A stochastic real-time hybrid simulation of the seismic response of a magnetorheological damper

Autori: Tsokanas, Nikolaos; id_orcid0000-0001-9388-0593; Stojadinovic, Bozidar; id_orcid0000-0002-1713-1977
Pubblicato in: Numero 7, 2020
Editore: ETH
DOI: 10.3929/ethz-b-000462979

Measurement of Acoustic Emission using Ti3C2-MXene Films.

Autori: Shreyas Srivatsa
Pubblicato in: MRS Spring Symposium 2021, 2021
Editore: MRS

Stability and reflection/transmission analysis of a dynamic hybrid coupling scheme for elastic wave propagation.

Autori: Siddhesh Raorane
Pubblicato in: 11th International Conference on Computational Methods, 2020
Editore: ICCM

Hybrid Modelling of Elastic Wave Propagation: Domain Coupling and Stability.

Autori: Siddhesh Raorane
Pubblicato in: IWSHM 2019, Numero 10-12/09/2019, 2019
Editore: IWSHM
DOI: 10.12783/shm2019/32199

BCS Based Evolutionary Power Spectrum Estimation for Incomplete Process Record

Autori: Sebastian Kruse,s.
Pubblicato in: EURODYN 2020, 2020
Editore: EURODYN 2020

An application of generative adversarial networks for damage prognosis.

Autori: Giorgos Tsialiamanis,
Pubblicato in: IWSHM 202, 2021
Editore: IWSHM 2021

On the quantification of structural uncertainties of blades and their effect on wind turbine loads.

Autori: Paulo Henrique Gonzaga
Pubblicato in: ISMA 2020, 2020
Editore: ISMA 2020

Development and validation of data processing techniques for aircraft Ground Vibration Testing

Autori: Silvia Vettori
Pubblicato in: 37th IMAC, Numero 28-31/01/2019, 2019
Editore: IMAC

Hierarchical Bayesian model updating for nonlinear structures using response time histories

Autori: Xinyu Jia,
Pubblicato in: 39th IMAC, 2021
Editore: 39th IMAC
DOI: 10.1007/978-3-030-77348-9_14

KALMAN-BASED COUPLED RESPONSE-INPUT ESTIMATION DURING ENVIRONMENTAL TESTS ON THE BOX ASSEMBLY WITH REMOVABLE COMPONENT STRUCTURE

Autori: Silvia Vettori; Emilio Di Lorenzo; Bart Peeters; Eleni Chatzi
Pubblicato in: EURODYN 2020. Proceedings of the XI International Conference on Structural Dynamics, Numero 13, 2020
Editore: EASD Procedia.
DOI: 10.47964/1120.9316.19499

A Review of Uncertainty Quantification Methods in Wind Turbine Systems

Autori: Paulo Henrique Gonzaga, .
Pubblicato in: IWSHM 2019, Numero 10-12/09/2019, 2019
Editore: IWSHM

On partitioning of an SHM problem and parallels with transfer learning.

Autori: Giorgos Tsialiamanis
Pubblicato in: 38th IMAC, Numero 10-13/2/2020, 2020
Editore: IMAC

An application of Generative Adversarial Networks in structural health monitoring

Autori: Giorgos Tsialiamanis
Pubblicato in: EURODYN 2020, Numero 23-26/11/2020, 2020
Editore: EURODYN

Nonlinear system identification of a jointed structure using full-field data: Part II Data analysis.

Autori: Giancarlo Kosova
Pubblicato in: Tribomechadynamics, 2021
Editore: Tribomechadynamics

On Dynamic Substructuring of Systems with Localised Nonlinearities

Autori: Thomas Simpson; Dimitrios Giagopoulos; Vasilis K. Dertimanis; Eleni Chatzi
Pubblicato in: Conference Proceedings of the Society for Experimental Mechanics Series ISBN: 9783030476298, Numero 6, 2020
Editore: Society for Experimental Mechanics
DOI: 10.1007/978-3-030-47630-4_9

On the Implementation of Adaptive Inverse Control to Virtual Transfer Systems

Autori: Thomas Simpson
Pubblicato in: EURODYN 2020 23-26/11/2020, 2020
Editore: EURODYN

Multiscale Mechanical Modeling of MXene Nanocomposites for Quasi-Static and Dynamic Loads.

Autori: Shreyas Srivatsa
Pubblicato in: EURODYN 2020, 2020
Editore: EURODYN

Robust Bayesian Optimal sensor placement for model parameter estimation and response predictions.

Autori: Tulay Ercan
Pubblicato in: EURODYN 2020, 2020
Editore: EURODYN 2020

Robust Optimal Sensor Placement for Response Reconstruction Using Output-Only Vibration Measurements.

Autori: Tulay Ercan
Pubblicato in: ESREL 2019, Numero 22-26/09/2019, 2019
Editore: ESREL

Nonlinear System Identification of a Jointed Structure Using Full-Field Data: Part II Analysis. 1

Autori: Giancarlo Kosova
Pubblicato in: 38th IMAC, 2020
Editore: 38th IMAC

Design of a Controller for Physical Substructures in Stochastic Real-Time Hybrid Simulations

Autori: Tsokanas, Nikolaos; id_orcid0000-0001-9388-0593; Stojadinovic, Bozidar; id_orcid0000-0002-1713-1977
Pubblicato in: Book of Abstracts: Engineering Mechanics Institute 2019 Conference, Numero 5, 2020
Editore: ResearchGate
DOI: 10.1007/978-3-030-47638-0_8

Dynamic hybrid coupling for elastic wave propagation: reflection and transmission analysis

Autori: Siddhesh Raorane
Pubblicato in: ISMA 2020, 2020
Editore: ISMA

Bayesian Uncertainty Quantification for Data-Driven Hierarchical Modeling in Structural Dynamics

Autori: Xinyu Jia
Pubblicato in: 14th WCCM & ECCOMAS Congress, 2021
Editore: 14th WCCM & ECCOMAS Congress

Dynamic hybrid coupling of elastic wave propagation: stability analysis.

Autori: Siddhesh Raorane
Pubblicato in: EURODYN 2020, 2020
Editore: EURODYN

A NEAT approach to structural health monitoring.

Autori: Giorgos Tsialiamanis
Pubblicato in: EURODYN 2020, 2020
Editore: EURODYN 2020

Three-level verification and validation approach for motorcycle subsystem testing using physical/virtual co-simulation

Autori: Tsokanas, Nikolaos; id_orcid0000-0001-9388-0593; Thielemans, Laurane; Sputh, Bernhard; Pastorino, Roland; Stojadinovic, Bozidar; id_orcid0000-0002-1713-1977
Pubblicato in: Numero 7, 2021
Editore: CC
DOI: 10.3929/ethz-b-000473432

On generating parametrised structural data using conditional generative adversarial networks

Autori: Giorgos Tsialiamanis
Pubblicato in: 39th IMAC 8-11/2/2021, Numero 39th IMAC 8-11/2/2021, 2021
Editore: IMAC

Computationally efficient hierarchical Bayesian modeling framework for learning embedded model uncertainties

Autori: Xinyu Jia
Pubblicato in: EURODYN 2020, 2020
Editore: EURODYN 2020
DOI: 10.47964/1120.9317.19651

On an application of graph neural networks in population based SHM

Autori: Giorgos Tsialiamanis
Pubblicato in: 39th IMAC 8-11/2/2021, 2021
Editore: IMAC

Wind Field Data Extrapolation Based on Wind Turbine Measurement Records via Compressive Sampling.

Autori: George Pasparakis
Pubblicato in: EURODYN 2020, 2020
Editore: EURODYN 2020

On the use of Nonlinear Normal Modes for Nonlinear Reduced Order Modelling

Autori: Simpson, Thomas; Dervilis, Nikolaos; Chatzi, Eleni
Pubblicato in: Numero 12, 2020
Editore: European Association for Structural Dynamics

A probabilistic approach towards uncertainty quantification in joined structures

Autori: Atmaram Muraleedharan
Pubblicato in: EURODYN 2020, 2020
Editore: EURODYN 2020

On the Potential of Dynamic Sub-structuring Methods for Model Updating

Autori: THOMAS SIMPSON, VASILIS DERTIMANIS, COSTAS PAPADIMITRIOU, ELENI CHATZI
Pubblicato in: Structural Health Monitoring 2019, 2019, ISBN 978-1-60595-601-5
Editore: DEStech Publications, Inc.
DOI: 10.12783/shm2019/32500

Numerical and experimental investigations of pure MXene (Ti3C2Tx) film and MXene nanocomposites for structural health monitoring (Conference Presentation)

Autori: Shreyas Srivatsa, Saurabh Kumar, Krzysztof Grabowski, Pavitra Jain, Manjunath M. Nayak, Tadeusz Uhl, Prosenjit Sen
Pubblicato in: Sensors and Smart Structures Technologies for Civil, Mechanical, and Aerospace Systems 2020, 2020, Pagina/e 99, ISBN 9781-510635364
Editore: SPIE
DOI: 10.1117/12.2565041

A virtual sensing approach to operational modal analysis for wind turbine blades

Autori: Vettori, Silvia; Di Lorenzo, Emilio; Peeters, Bart; Chatzi, Eleni; id_orcid0000-0002-6870-240X
Pubblicato in: International Conference on Noise and Vibration Engineering (ISMA 2020) and International Conference on Uncertainty in Structural Dynamics (USD 2020), Numero 3, 2020
Editore: Curran
DOI: 10.13039/501100000780

Information Entropy Approach to Optimal Sensor Placement for Reconstructing Structural Vibrations.

Autori: Tulay Ercan
Pubblicato in: UNCECOMP 2019, 2019
Editore: UNCECOMP

Hierarchical Bayesian Learning for Structural Damage Identification

Autori: X. Jia, C. Papadimitriou,
Pubblicato in: ISRERM 2022, 2022, ISBN 978-981-18-5184-1
Editore: ISERM
DOI: 10.3850/978-981-18-5184-1_ms-10-192-cd

Design of an Actuation Controller for Physical Substructures in Stochastic Real-Time Hybrid Simulations.

Autori: Nikolaos Tsokanas
Pubblicato in: 38th IMAC, 2020
Editore: 38th IMAC

Uncertainty quantification framework for structural model of wind turbine blade.

Autori: Paulo Henrique Gonzaga,
Pubblicato in: EURODYN 2020, 2020
Editore: EURODYN 2020

Evaluation of the Seismic Response of a Structure with an attached Pendulum using Stochastic Real-Time Hybrid Simulation

Autori: Tsokanas, Nikolaos; id_orcid0000-0001-9388-0593; Stojadinovic, Bozidar; id_orcid0000-0002-1713-1977
Pubblicato in: Numero 12, 2020
Editore: ETH
DOI: 10.3929/ethz-b-000474269

Data Features-Based Likelihood-Informed Bayesian Finite Element Model Updating.

Autori: Xinyu Jia
Pubblicato in: UNCECOMP 2019, Numero 24-26/07/2019, 2019
Editore: UNCECOMP

An ontological approach to structural health monitoring

Autori: Giorgos Tsialiamanis
Pubblicato in: 38th IMAC 1, 2020
Editore: 38th IMAC
DOI: 10.1007/978-3-030-47717-2_6

Development of an adaptive model predictive reference tracking controller for hard real-time hybrid simulation

Autori: Tsokanas, Nikolaos; Pastorino, Roland; Peeters, Bart; Stojadinovic, Bozidar
Pubblicato in: Numero 12, 2021
Editore: ETH
DOI: 10.3929/ethz-b-000473422

On Predicting uncertainties in dynamic response of a welded structure due to the welded joint.

Autori: Atmaram Muraleedharan
Pubblicato in: 39th IMAC, 2021
Editore: 39th IMAC
DOI: 10.1007/978-3-030-75910-0_5

Bayesian Optimal Sensor Placement for Virtual Sensing and Strain Reconstruction,

Autori: Ercan, T., Sedehi, O., Papadimitriou, C., Katafygiotis, L.S.,
Pubblicato in: ECCOMAS 2022, 2022
Editore: ECCOMAS 2022

Nonparametric Localization of Structural Nonlinearities from Input-Output Data

Autori: Giancarlo Kosova
Pubblicato in: 38th IMAC, 2020
Editore: IMAC

Kalman-Based Virtual Sensing for Improvement of Service Response Replication in Environmental Tests

Autori: Silvia Vettori; Emilio Di Lorenzo; Roberta Cumbo; Umberto Musella; Tommaso Tamarozzi; Bart Peeters; Eleni Chatzi
Pubblicato in: Model Validation and Uncertainty Quantification, Volume 3, Numero 7, 2020, ISBN 978-3-030-47638-0
Editore: The Society for Experimental Mechanics
DOI: 10.1007/978-3-030-47638-0_11

Towards Data-Driven Real-Time Hybrid Simulation: Adaptive Modeling of Control Plants

Autori: Thomas Simpson, Vasilis K. Dertimanis, Eleni N. Chatzi
Pubblicato in: Frontiers in Built Environment, Numero 6, 2020, ISSN 2297-3362
Editore: Frontiers in Built Environment
DOI: 10.3389/fbuil.2020.570947

On generative models as the basis for digital twins

Autori: George Tsialiamanis; David J. Wagg; Nikolaos Dervilis; Keith Worden
Pubblicato in: Data-Centric Engineering, Numero 2, 2021, Pagina/e 1-32, ISSN 2632-6736
Editore: Cambridge University Press
DOI: 10.13140/rg.2.2.36743.11687

Detection of arterial wall abnormalities via Bayesian model selection

Autori: Karen Larson, Clark Bowman, Costas Papadimitriou, Petros Koumoutsakos, Anastasios Matzavinos
Pubblicato in: Royal Society Open Science, Numero 6/10, 2019, Pagina/e 182229, ISSN 2054-5703
Editore: The Royal Society Publishing
DOI: 10.1098/rsos.182229

Robust model predictive control for dynamics compensation in real-time hybrid simulation

Autori: Nikolaos Tsokanas; David J. Wagg; Božidar Stojadinović
Pubblicato in: 2297-3362, Numero 2, 2020, ISSN 2297-3362
Editore: Lausanne: Frontiers Media S.A
DOI: 10.3389/fbuil.2020.00127

On partitioning of an SHM problem and parallels with transfer learning.

Autori: Tsialiamanis, (G.), Wagg, (D. J.), Gardner, (P. A.), Dervilis, (N.), & Worden, (K.)
Pubblicato in: Topics in Modal Analysis & Testing,, Numero In Volume 8 (pp. 41-50)., 2021, ISSN 2193-1801
Editore: Springer Science and Business Media Deutschland GmbH
DOI: 10.48550/arxiv.2203.01655

Dynamic response study of Ti3C2-MXene films to shockwave and impact forces

Autori: Shreyas Srivatsa; Pavithra Belthangadi; Shivakarthik Ekambaram; Manu Pai; Prosenjit Sen; Tadeusz Uhl; Saurabh Kumar; Krzysztof Grabowski; M. M. Nayak
Pubblicato in: RSC Advances, Numero 17, 2020, ISSN 2046-2069
Editore: Royal Society of Chemistry
DOI: 10.1039/d0ra04879h

A global sensitivity analysis framework for hybrid simulation with stochastic substructures

Autori: Nikolaos Tsokanas; Xujia Zhu; Giuseppe Abbiati; Stefano Marelli; Stefano Marelli; Bruno Sudret; Božidar Stojadinović
Pubblicato in: Frontiers in Built Environment, Vol 7 (2021), Numero 12, 2021, ISSN 2297-3362
Editore: Frontiers in built environment.
DOI: 10.3929/ethz-b-000520727

Micromechanical modeling of nacre-mimetic Ti3C2-MXene nanocomposites with viscoelastic polymer matrix

Autori: Shreyas Srivatsa; Pawel Packo; Leon Mishnaevsky; Tadeusz Uhl; Krzysztof Grabowski
Pubblicato in: MRS Advances, Numero 1, 2021, Pagina/e 729-733, ISSN 2059-8521
Editore: Springer
DOI: 10.1557/s43580-021-00085-2

Excitation–response relationships for linear structural systems with singular parameter matrices: A periodized harmonic wavelet perspective

Autori: G.D.Pasparakis, I.A.Kougioumtzoglou, V.C.Fragkoulis, F.Kong, M.Beer
Pubblicato in: Mechanical Systems and Signal Processing, 2022, ISSN 0888-3270
Editore: Academic Press
DOI: 10.1016/j.ymssp.2021.108701

Hierarchical Bayesian operational modal analysis: Theory and computations

Autori: Omid Sedehi, Lambros S. Katafygiotis, Costas Papadimitriou
Pubblicato in: Mechanical Systems and Signal Processing, Numero 140, 2020, Pagina/e 106663, ISSN 0888-3270
Editore: Academic Press
DOI: 10.1016/j.ymssp.2020.106663

Formulation and Stability Analysis of a Multi-Scale Modeling Approach for Simulation of Elastic Wave Propagation

Autori: Siddhesh Raorane; Tadeusz Uhl; Pawel Packo
Pubblicato in: International Journal of Computational Methods, Numero 15, 2021, ISSN 0219-8762
Editore: World Scientific Publishing Co
DOI: 10.1142/s0219876221410103

Harmonic wavelets based response evolutionary power spectrum determination of linear and nonlinear structural systems with singular matrices.

Autori: Pasparakis, G. D., V. C. Fragkoulis, and M. Beer
Pubblicato in: Mechanical Systems and Signal Processing, 2021, ISSN 0888-3270
Editore: Academic Press
DOI: 10.1016/j.ymssp.2020.107203

An adaptive-noise Augmented Kalman Filter approach for input-state estimation in structural dynamics

Autori: S. Vettori; E. Di Lorenzo; B. Peeters; M.M. Luczak; E. Chatzi
Pubblicato in: Vettori , S , Di Lorenzo , E , Peeters , B , Luczak , M M & Chatzi , E 2023 , ' An adaptive-noise Augmented Kalman Filter approach for input-state estimation in structural dynamics ' , Mechanical Systems and Signal Processing , vol. 184 , 109654 . https://doi.org/10.1016/j.ymssp.2022.109654, Numero 18, 2023, ISSN 1096-1216
Editore: Elsevier
DOI: 10.3929/ethz-b-000573493

Hierarchical Bayesian Learning Framework for Multi-Level Modeling using Multi-level Data

Autori: Xinyu Jia; Costas Papadimitriou
Pubblicato in: Mechanical Systems and Signal Processing, Numero 14, 2021, ISSN 0888-3270
Editore: Academic Press
DOI: 10.5281/zenodo.5702385

Model Order Reduction for Real-Time Hybrid Simulation: Comparing Polynomial Chaos Expansion and Neural Network methods

Autori: N. Tsokanas; T. Simpson; R. Pastorino; E. Chatzi; B. Stojadinović
Pubblicato in: Mechanism and Machine Theory, 178, Numero 3, 2022, ISSN 0094-114X
Editore: Pergamon Press Ltd.
DOI: 10.1016/j.mechmachtheory.2022.105072

Optimal Sensor Placement for Reliable Virtual Sensing Using Modal Expansion and Information Theory.

Autori: Tulay Ercan; Costas Papadimitriou
Pubblicato in: Sensors, Numero 7, 2021, ISSN 1424-8220
Editore: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21103400

Deformation of Bioinspired MXene Based Polymer Composites with Brick and Mortar Structures: Computational Analysis

Autori: Shreyas Srivatsa; Pawel Packo; Leon Mishnaevsky; Tadeusz Uhl; Krzysztof Grabowski
Pubblicato in: Materials, Numero 13, 2020, ISSN 2624-8115
Editore: MDPI
DOI: 10.20944/preprints202010.0524.v1

Measurement and identification of the nonlinear dynamics of a jointed structure using full-field data; Part II - Nonlinear system identification

Autori: Mengshi Jin; Mengshi Jin; Giancarlo Kosova; Giancarlo Kosova; Mattia Cenedese; Wei Chen; Wei Chen; Aryan Singh; Debasish Jana; Matthew R. W. Brake; Christoph W. Schwingshackl; Satish Nagarajaiah; Keegan J. Moore; Jean-Philippe Noël
Pubblicato in: Mechanical Systems and Signal Processing, 166, Numero 15, 2021, ISSN 0888-3270
Editore: Academic Press
DOI: 10.1016/j.ymssp.2021.108402

Information Theoretic-Based Optimal Sensor Placement for Virtual Sensing using Augmented Kalman Filtering

Autori: Tulay Ercan; Omid Sedehi; Lambros S. Katafygiotis; Costas Papadimitriou
Pubblicato in: ZENODO, Numero 1, 2023, ISSN 1096-1216
Editore: Elsevier
DOI: 10.1016/j.ymssp.2022.110031

Hierarchical Bayesian modeling framework for model updating and robust predictions in structural dynamics using modal features

Autori: Xinyu Jia; Omid Sedehi; Costas Papadimitriou; Lambros S. Katafygiotis; Babak Moaveni
Pubblicato in: Crossref, Numero 7, 2022, ISSN 1096-1216
Editore: Elsevier
DOI: 10.1016/j.ymssp.2021.108784

Adaptive model predictive control for actuation dynamics compensation in real-time hybrid simulation

Autori: Pastorino, Roland; Stojadinovic, Bozidar; Tsokanas, Nikolaos
Pubblicato in: Mechanism and Machine Theory, 172, Numero 11, 2022, ISSN 0094-114X
Editore: Pergamon Press Ltd.
DOI: 10.31224/osf.io/c974v

Data-driven prediction and origin identification of epidemics in population networks.

Autori: Karen Larson; Georgios Arampatzis; Clark Bowman; Zhizhong Chen; Panagiotis E. Hadjidoukas; Costas Papadimitriou; Petros Koumoutsakos; Anastasios Matzavinos
Pubblicato in: Royal Society Open Science, Numero 14, 2020, ISSN 2054-5703
Editore: ETH
DOI: 10.1098/rsos.200531

On the application of generative adversarial networks for nonlinear modal analysis

Autori: G.Tsialiamanis, M.D. Champneys, N. Dervilis, D. Wagg and K. Worden
Pubblicato in: Mechanical Systems and Signal Processing, 2021, ISSN 0888-3270
Editore: Academic Press
DOI: 10.1016/j.ymssp.2021.108473

Foundations of population-based SHM, Part IV: The geometry of spaces of structures and their feature spaces

Autori: George Tsialiamanis; Charilaos Mylonas; Eleni Chatzi; Nikolaos Dervilis; David J. Wagg; Keith Worden
Pubblicato in: Mechanical Systems and Signal Processing, Numero 11, 2021, ISSN 0888-3270
Editore: Academic Press
DOI: 10.1016/j.ymssp.2021.107692

Machine Learning Approach to Model Order Reduction of Nonlinear Systems via Autoencoder and LSTM Networks

Autori: Thomas Simpson; Nikolaos Dervilis; Eleni Chatzi
Pubblicato in: Journal of Engineering Mechanics, Numero 8, 2021, ISSN 0733-9399
Editore: American Society of Civil Engineers
DOI: 10.1061/(asce)em.1943-7889.0001971

Statistics-based Bayesian Modeling Framework for Uncertainty Quantification and Propagation

Autori: Menghao Ping; Xinyu Jia; Papadimitriou, Costas; Han, Xu; Jiang, Chao
Pubblicato in: Mechanical Systems and Signal Processing, Numero 15, 2021, ISSN 0888-3270
Editore: Academic Press
DOI: 10.5281/zenodo.5545921

Multi-axial hybrid fire testing based on dynamic relaxation

Autori: Nikolaos Tsokanas; Giuseppe Abbiati; K. Kanellopoulos; Bozidar Stojadinovic
Pubblicato in: Fire Safety Journal, 126, Numero 18, 2021, ISSN 0379-7112
Editore: Pergamon Press Ltd.
DOI: 10.3929/ethz-b-000510230

Nonlinear Model Updating through a Hierarchical Bayesian Modeling Framework

Autori: Xinyu Jia;Sedehi, Omid;Papadimitriou, Costas;Lambros S. Katafygiotis;Moaveni, Babak
Pubblicato in: Computer Methods in Applied Mechanics and Engineering, 2021, ISSN 0045-7825
Editore: Elsevier BV
DOI: 10.5281/zenodo.5520607

Recent advances in MXene-based sensors for Structural Health Monitoring applications: A review

Autori: Krzysztof Grabowski, Shreyas Srivatsa, Aniruddh Vasisht, Leon Mishnaevsky, Tadeusz Uhl
Pubblicato in: Measurement, 2022, ISSN 2665-9174
Editore: Elsevier
DOI: 10.1016/j.measurement.2021.110575

Measurement and identification of the nonlinear dynamics of a jointed structure using full-field data, Part I: Measurement of nonlinear dynamics

Autori: Wei Chen; Wei Chen; Debasish Jana; Aryan Singh; Mengshi Jin; Mengshi Jin; Mattia Cenedese; Giancarlo Kosova; Giancarlo Kosova; Matthew R. W. Brake; Christoph W. Schwingshackl; Satish Nagarajaiah; Keegan J. Moore; Jean-Philippe Noël
Pubblicato in: Mechanical Systems and Signal Processing, 166, Numero 4, 2022, ISSN 0888-3270
Editore: Academic Press
DOI: 10.1016/j.ymssp.2021.108401

Hierarchical Bayesian Modeling Framework for Model Updating and Robust Predictions in Structural Dynamics using Modal Features

Autori: Xinyu Jia;Sedehi, Omid;Papadimitriou, Costas;Lambros S. Katafygiotis;Moaveni, Babak
Pubblicato in: Mechanical Systems and Signal Processing, 2021, ISSN 0888-3270
Editore: Academic Press
DOI: 10.5281/zenodo.5078051

Bayesian Optimal Sensor Placement for Parameter Estimation under Modeling and Input Uncertainties

Autori: Ercan, Tulay; Papadimitriou, Costas
Pubblicato in: ZENODO, Numero 3, 2020, ISSN 2311-9020
Editore: EASD
DOI: 10.47964/1120.9319.20121

Wind data extrapolation and stochastic field statistics estimation via compressive sampling and low rank matrix recovery methods.

Autori: George D. Pasparakis, Ketson R.M. dos Santos, Ioannis A. Kougioumtzoglou, Michael Beer
Pubblicato in: Mechanical Systems and Signal Processing, 2021, ISSN 0888-3270
Editore: Academic Press
DOI: 10.1016/j.ymssp.2021.107975

A Comparison of Surrogate Modeling Techniques for Global Sensitivity Analysis in Hybrid Simulation

Autori: Bozidar Stojadinovic; Nikolaos Tsokanas; Roland Pastorino
Pubblicato in: Machine Learning and Knowledge Extraction; Volume 4; Numero 1; Pages: 1-21, Numero 6, 2021, ISSN 2504-4990
Editore: MDPI
DOI: 10.3929/ethz-b-000522359

Impact of blade structural and aerodynamic uncertainties on wind turbine loads

Autori: Paulo Gonzaga, Henrik Toft, Keith Worden, et. al
Pubblicato in: Wind Energy, Numero 25(6) 1060-1076., 2022, ISSN 1099-1824
Editore: Wiley online
DOI: 10.1002/we.2715

Virtual Sensing for Wind Turbine Blade Full Field Response Estimation in Operational Modal Analysis

Autori: Vettori, Silvia; Di Lorenzo, Emilio; Peeters, Bart; Chatzi, Eleni; id_orcid0000-0002-6870-240X
Pubblicato in: Proceedings of the 39th IMAC, A Conference and Exposition on Structural Dynamics 2021, Numero 5, 2021
Editore: Springer link
DOI: 10.1007/978-3-030-77348-9_7

On the Dynamic Virtualization of a 3D-Printed Scaled Wind Turbine Blade

Autori: Heorhi Brzhezinski; Silvia Vettori; Emilio Di Lorenzo; Bart Peeters; Eleni Chatzi; Francesco Cosco
Pubblicato in: Model Validation and Uncertainty Quantification, Volume 3, Numero 12, 2022, ISBN 978-3-031-04090-0
Editore: Springer link
DOI: 10.1007/978-3-031-04090-0_4

Bayesian Graph Neural Networks for Strain-Based Crack Localization

Autori: Charilaos Mylonas; George Tsialiamanis; Keith Worden; Eleni Chatzi
Pubblicato in: Data Science in Engineering, Volume 9 ISBN: 9783030760038, Numero 33, 2020, ISBN 978-3-030-76004-5
Editore: Springerlink
DOI: 10.1007/978-3-030-76004-5_30

On the Use of Variational Autoencoders for Nonlinear Modal Analysis

Autori: Thomas Simpson; George Tsialiamanis; Nikolaos Dervilis; Keith Worden; Eleni Chatzi
Pubblicato in: Nonlinear Structures & Systems, Volume 1 ISBN: 9783031040856, Numero 5, 2023, ISBN 978-3-031-04086-3
Editore: Springer
DOI: 10.1007/978-3-031-04086-3_42

Real-Time and Stochastic Hybrid Simulation

Autori: Tsokanas, Nikolaos
Pubblicato in: Numero 7, 2021
Editore: ETH
DOI: 10.3929/ethz-b-000504284

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