Publications

Conference Proceeding Papers

2020

Adhikari (S), Friswell (MI). (2018). A Stochastic Multidomain Approach for Mid- frequency Vibration Problems. International Conference on Uncertainty in Structural Dynamics (USD2018), 17-19 September 2018, Leuven, Belgium.

Ben Abdessalem (A.), Dervilis (N.), Wagg (D.J.), Worden (K.). (2018). An efficient likelihood-free Bayesian computation for model selection and parameter estimation applied to structural dynamics. 36th International Modal Analysis Conference, Orlando, FL..

Chatterjee T, Adhikari S, Friswell M. (2019). Stochastic Response of Assembled Systems Using Concepts of Domain Decomposition. 7th International Probabilistic Workshop (IPW 2019), Edinburgh, Scotland.

Chatterjee T, Khodaparast H, Friswell M. (2019). Performance Assessment of Dynamic Sub-Structuring Methods: Numerical Study. Seventh International Conference on Computational Methods in Structural Dynamics and Earthquake Engineering (COMPDYN).

Dal Borgo, M, Elliott S, Stothers I.M. (2019). Using digital twins in the design of virtual sensing systems for aircraft ground-steering systems. Royal Aeronautical Society Proceedings: The Real World’s Counterpart: Digital Twins – The Present and the Future.

Dal Borgo, M, Elliott S, Ghandchi Tehrani M, Stothers IM. (2019). Robust estimation of wheel direction in ground-steering systems for aircraft. 26th International Congress on Sound and Vibration (ICSV 26): Montreal, Canada.

Dal Borgo, M, Elliott S, Ghandchi Tehrani M, Stothers IM. (2020). Virtual Sensing of Wheel Position in Ground-Steering Systems for Aircraft Using Digital Twins. IMAC XXXVIII A Conference and Exposition on Structural Dynamics: Houston, TX, USA.

De Angelis M, Ferson S. (2018). Statistics for Imprecise Data.

De Angelis M, Ferson S, Patelli E, Kreinovich V. (2019). BLACK-BOX PROPAGATION OF FAILURE PROBABILITIES UNDER EPISTEMIC UNCERTAINTY. doi: 10.7712/120219.6373.18699

Elliott (S), Lai (C.K), Vergez (T), Cheer (J). (2019). Robust stability and performance of local active control systems using virtual sensing. 23rd International Congress on Acoustics.

Fuentes (R), Dervilis (N.), Worden (K.), Cross (E.J.). (2019). Efficient parameter identification and model selection in nonlinear dynamical systems via sparse Bayesian learning. 13th International Conference on Recent Advances in Structural Dynamics, Lyon, France.

Ganguli R, Adhikari S. (2020). The digital twin of discrete dynamic systems: Initial approaches and future challenges. Applied Mathematical Modelling, doi: 10.1016/j.apm.2019.09.036

Gardner P, Lord C, Barthorpe R. (2019). A Unifying Framework for Probabilistic Validation Metrics. Journal of Verification, Validation and Uncertainty Quantification, (3), doi: 10.1115/1.4045296

GARDNER P, WORDEN K. (2019). On the Application of Domain Adaptation for Aiding Supervised SHM Methods. doi: 10.12783/shm2019/32489

Gardner P, Bull L A., Gosliga J., Dervilis N., Worden K. (2020). Towards population-based structural health monitoring, Part IV: Heterogeneous populations, transfer and mapping. IMAC XXXVIII International Conference on Modal Analysis.

Gardner P, Liu X, Worden K. (2020). On the application of domain adaptation in structural health monitoring. Mechanical Systems and Signal Processing, doi: 10.1016/j.ymssp.2019.106550

Gibbons (T.J.), Worden (K.), Antoniadou (I.). (2018). The practical application of phase- based video magnification for full-field operational modal analysis. International Conference on Modern Practice in Stress and Vibration Analysis, Cambridge, UK.

Gray N, Ferson S, De Angelis M, Calleja D. (2019). A Problem in the Bayesian Analysis of Data without Gold Standards. 29th European Safety and Reliability Conference (ESREL).

Gray N, De Angelis M, Ferson S. (2019). COMPUTING WITH UNCERTAINTY: INTRODUCING PUFFIN THE AUTOMATIC UNCERTAINTY COMPILER. doi: 10.7712/120219.6354.18702

Hill, T, V. R. Melanathuru, S. A. Neild. (2019). Capturing nonlinear modal coupling and interactions in reduced-order models. 7th International Conference on Nonlinear Vibrations, Localization and Energy Transfer.

Hong D, Hill TL, Neild SA. (2019). Conditions for the existence of isolated backbone curves. Proceedings. Mathematical, physical, and engineering sciences, 475(2232), pp. 20190374. doi: 10.1098/rspa.2019.0374

HUGHES A, WORDEN K, BARTHORPE R. (2019). On an Application of Probabilistic Risk Assessment to Structural Health Monitoring. doi: 10.12783/shm2019/32376

Hughes A, Barthorpe R, Farrar C, Worden K. (2020). An augmented risk-based paradigm for structural health monitoring. IMAC XXXVIII International Conference on Modal Analysis.

Jamia N, Friswell M, Khodaparast H, Jalali H, Taghipour J. (None/Unknown). Nonlinear Dynamic Analysis of Bolted Flange Joint: Modeling and Validation. IMAC XXXVIII International Conference on Modal Analysis.

Liu X, Wagg DJ. (2019). Simultaneous normal form transformation and model-order reduction for systems of coupled nonlinear oscillators. Proceedings. Mathematical, physical, and engineering sciences, 475(2228), pp. 20190042. doi: 10.1098/rspa.2019.0042

P Gardner, Bull L A, Dervilis N, Worden K. (2020). Kernelised Bayesian transfer learning for population-based structural health monitoring. IMAC XXXVIII International Conference on Modal Analysis.

Rogers (T.), Worden (K.), Manson (G.), Tygesen (U.T.), Cross (E.J.). (2018). A Bayesian filtering approach to operational modal analysis with recovery of forcing signals. 28th International Conference on Noise & Vibration Engineering Leuven.

Rogers (T.), Worden (K.), Cross (E.J.), Tygesen (U.T.). (2018). A grey box model for wave force prediction. ASRANet – 1st International Conference On Structural Integrity For Offshore Energy Industry.

Rogers (T.J.), Schoen (T.), Svensson (A.), Worden (K.), Cross (E.J.). (2019). Identification of a Duffing oscillator using particle Gibbs with ancestor sampling. 13th International Conference on Recent Advances in Structural Dynamics, Lyon, France..

Rogers T, Gardner P, Dervilis N, Worden K, Maguire A, Papatheou E, … Cross E. (2020). Probabilistic modelling of wind turbine power curves with application of heteroscedastic Gaussian Process regression. Renewable Energy, doi: 10.1016/j.renene.2019.09.145

Rooker (T.), Dervilis (N.), Stammers (J.), Worden (K.), Hammond (P.), Potts (G.), … Brown (T.). (2018). Predicting geometric tolerance thresholds in a five-axis machining centre. International Modal Analysis Conference, Orlando, FL..

Sadeghi J, de Angelis M, Patelli E. (2019). Efficient training of interval Neural Networks for imprecise training data. Neural networks : the official journal of the International Neural Network Society, 118, pp. 338-351. doi: 10.1016/j.neunet.2019.07.005

Sadeghi J, de Angelis M, Patelli E. (2020). Robust propagation of probability boxes by interval predictor models. Structural Safety, doi: 10.1016/j.strusafe.2019.101889

Scott (D.), Simpson (T.), Dervilis (N.), Rogers (T.), Worden (K.). (2018). Machine learning for energy load forecasting. International Conference on Modern Practice in Stress and Vibration Analysis, Cambridge, UK..

Tartaruga I, Elliott A, Hill T, Neild S, Cammarano A. (2019). The effect of nonlinear cross-coupling on reduced-order modelling. International Journal of Non-Linear Mechanics, doi: 10.1016/j.ijnonlinmec.2019.05.006

Tsialiamanis G, Wagg D J, Gardner P, Dervilis N, Worden K. (2020). On partitioning of an SHM problem and parallels with transfer learning. IMAC XXXVIII International Conference on Modal Analysis.

Tygesen (U.T.), Worden (K.), Rogers (T.), Manson (G.), Cross (E.J.). (2018). State-of-the- art and future directions for predictive modelling of offshore structure dynamics. 36th International Modal Analysis Conference, Orlando, FL..

Wagg (D.J.), Barthorpe (R.J.), Worden (K.), Gardner (P.). (2019). Key technologies for realising digital twins for structural dynamics applications. 37th International Modal Analysis Conference, Orlando, FL..

Wagg (D.J.). (2018). The Digital Twin for Engineering Applications. BENCH MARK, THE INTERNATIONAL MAGAZINE FOR ENGINEERING DESIGNERS & ANALYSTS FROM NAFEMS.

Wagg D, Gardner P, Barthorpe R, Worden K. (2020). On Key Technologies for Realising Digital Twins for Structural Dynamics Applications. Model Validation and Uncertainty Quantification, Volume 3 – Proceedings of the 37th IMAC, A Conference and Exposition on Structural Dynamics 2019 (pp. 267-272). Springer International Publishing.

Worden (K.), Cross (E.J.), Gardner (P.), Barthorpe (R.J.), Wagg (D.J.). (2019). Digital twins, mirrors and virtualisations. 37th International Modal Analysis Conference, Orlando, FL.

Ying Zhang S, Li Y, Jiang J, Neild S, Macdonald J. (2019). A methodology for identifying optimum vibration absorbers with a reaction mass. Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, (2228), doi: 10.1098/rspa.2019.0232

Zhang (T.), Barthorpe (R.J.), Worden (K.). (2018). NARX models using treed Gaussian processes. 28th International Conference on Noise & Vibration Engineering, Leuven.

Zhu Y, Au S. (2020). Bayesian data driven model for uncertain modal properties identified from operational modal analysis. Mechanical Systems and Signal Processing, doi: 10.1016/j.ymssp.2019.106511

2019

Wagg (D.J.), Barthorpe (R.J.), Worden (K.), Gardner (P.). (2019).
Key technologies for realising digital twins for structural dynamics applications.
37th International Modal Analysis Conference, Orlando, Florida

Fuentes (R), Dervilis (N.), Worden (K.), Cross (E.J.). (2019).
Efficient parameter identification and model selection in nonlinear dynamical systems via sparse Bayesian learning.
13th International Conference on Recent Advances in Structural Dynamics, Lyon, France.

Chatterjee T, Adhikari S, Friswell M. (2019). Stochastic Response of Assembled Systems Using Concepts of Domain Decomposition. 7th International Probabilistic Workshop (IPW 2019), Edinburgh, Scotland.

Rogers (T.J.), Schoen (T.), Svensson (A.), Worden (K.), Cross (E.J.). (2019).
Identification of a Duffing oscillator using particle Gibbs with ancestor sampling. 13th International Conference on Recent Advances in Structural Dynamics, Lyon, France

Chatterjee T, Khodaparast H, Friswell M. (2019). Performance Assessment of Dynamic Sub-Structuring Methods: Numerical Study. Seventh International Conference on Computational Methods in Structural Dynamics and Earthquake Engineering (COMPDYN)

Dal Borgo, M, Elliott S, Stothers I.M. (2019). Using digital twins in the design of virtual sensing systems for aircraft ground-steering systems. Royal Aeronautical Society Proceedings: The Real World’s Counterpart: Digital Twins

2018

Adhikari (S), Friswell (MI). (2018). A Stochastic Multidomain Approach for Mid-frequency Vibration Problems.
International Conference on Uncertainty in Structural Dynamics (USD2018), 17-19 September 2018, Leuven, Belgium.

Ben Abdessalem (A.), Dervilis (N.), Wagg (D.J.), Worden (K.). (2018).
An efficient likelihood-free Bayesian computation for model selection and parameter estimation applied to structural dynamics.

Zhang (T.), Barthorpe (R.J.), Worden (K.). (2018). NARX models using treed Gaussian processes. 28th International Conference on Noise & Vibration Engineering, Leuven.6th International Modal Analysis Conference, Orlando, Florida

Gibbons (T.J.), Worden (K.), Antoniadou (I.). (2018).
The practical application of phase-based video magnification for full-field operational modal analysis.
International Conference on Modern Practice in Stress and Vibration Analysis, Cambridge, UK.

Rogers (T.), Worden (K.), Manson (G.), Tygesen (U.T.), Cross (E.J.). (2018).
A Bayesian filtering approach to operational modal analysis with recovery of forcing signals.
28th International Conference on Noise & Vibration Engineering Leuven.

Rooker (T.), Dervilis (N.), Stammers (J.), Worden (K.), Hammond (P.), Potts (G.), Brown (T.). (2018).
Predicting geometric tolerance thresholds in a five-axis machining centre.
International Modal Analysis Conference, Orlando, Florida

Tygesen (U.T.), Worden (K.), Rogers (T.), Manson (G.), Cross (E.J.). (2018).
State-of-the-art and future directions for predictive modelling of offshore structure dynamics.
36th International Modal Analysis Conference, Orlando, Florida

Rogers (T.), Worden (K.), Cross (E.J.), Tygesen (U.T.). (2018).
A grey box model for wave force prediction.
ASRANet – 1st International Conference On Structural Integrity For Offshore Energy Industry.

Journal Articles

2018

Wagg (D.J.). (2018).
The Digital Twin for Engineering Applications.
Bench Mark, The International Magazine for Engineering Designers & analysts from NAFEMS

Wagg (D.J.) (2019).
DigiTwin: Moving closer to autonomous management.

The Chemical Engineer Magazine

2019
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