Publications
ROSEHIPS Publications
Journal Publications
| O’Higgins, C., Hester, D., Ao, W. K., & McGetrick, P. (2024). A method to maximise the information obtained from low signal-to-noise acceleration data by optimising SSI-COV input parameters. Journal of Sound and Vibration, 571, 118101. LINK |
| Hughes, A.J., Poole, J., Dervilis, N., Gardner, P. and Worden, K., (2023). A decision framework for selecting information-transfer strategies in population-based SHM. arXiv preprint LINK |
| Gkoumas, Konstantinos; Galassi, Maria Cristina; Allaix, Diego; Anthonine, A; Argyroudis, Sotiris; Baldini, Gianmarco; Benedetti, Lorenzo; Bono, Flavio; Brownjohn, James; Caetano, Elsa; (2023). Indirect structural health monitoring (iSHM) of transport infrastructure in the digital age. MITICA (Monitoring Transport Infrastructures with Connected and Automated vehicles) workshop report.LINK |
| Dardeno, T.A., Mills, R.S., Dervilis, N., Worden, K. and Bull, L.A., (2023). On the hierarchical Bayesian modelling of frequency response functions. arXiv preprint LINK |
| Duffin, Connor; Branson, Paul; Rayson, Matt; Girolami, Mark; Cripps, Edward; Stemler, Thomas; (2023). Exploring Model Misspecification in Statistical Finite Elements via Shallow Water Equations LINK |
| Bunce, Andrew, David Hester, Su Taylor, James Brownjohn, Farhad Huseynov, Yan Xu, (2023) A robust approach to calculating bridge displacements from unfiltered accelerations for highway and railway bridges, Mechanical Systems and Signal Processing, Volume 200, 2023, 110554, ISSN 0888-3270, LINK |
| O’Higgins, C.; Hester, D.; McGetrick, P.; Cross, E.J.; Ao, W.K.; Brownjohn, J. (2023) Minimal Information Data-Modelling (MID) and an Easily Implementable Low-Cost SHM System for Use on a Short-Span Bridge. Sensors 2023, 23, 6328. LINK |
| Bull, Lawrence A. , Matthew R. Jones, Elizabeth J. Cross, Andrew Duncan, Mark Girolami (2023). Encoding Domain Expertise into Multilevel Models for Source Location DCE LINK |
| Stihi, Alexandru , Timothy J. Rogers, Claudia Mazza, Elizabeth J. Cross (2023). On gait consistency quantification through ARX residual modelling and kernel two-sample testing. IEEE Transactions on Biomedical Engineering, LINK |
| Bee, S., Bull, L., Dervilis, N. and Worden, K., (2023). When is an SHM problem a Multi-Task-Learning problem? arXiv preprint LINK |
| Poole J, Gardner P, Dervilis N, Bull L, Worden K. (2023) On statistic alignment for domain adaptation in structural health monitoring. Structural Health Monitoring. 2023;22(3):1581-1600.LINK |
| Bull, Lawrence A. , Imad Abdallah, Charilaos Mylonas, Luis David Avendaño-Valencia, Konstantinos Tatsis, Paul Gardner, Timothy J. Rogers, Daniel S. Brennan, Elizabeth J. Cross, Keith Worden, Andrew B. Duncan, Nikolaos Dervilis, Mark Girolami, Eleni Chatzi (2022). Data-Centric Monitoring of Wind Farms: Combining Sources of Information. CRC book chapter LINK |
ROSEHIPS Publications
Conference Proceedings
| Daniel S. Brennan, Timothy J. Rogers, Elizabeth J. Cross, Keith Worden On Quantifying the Similarity of Structures via a Graph Neural Network for Population-based Structural Health Monitoring. ISMA 2022. 12-14 Sep 2022. KU Leuven, Belgium |
| Zuo Zhu, Siu-Kui Au. Full-scale dynamic testing and modal identification of structures. APCFS/SIF 2022, 6-9 December 2022. Adelaide, Australia (Invited talk) |
| Daniel S. Brennan, Timothy J. Rogers, Elizabeth J. Cross, Keith Worden Calculating Structure Similarity via a Graph Neural Network in Population-based Structural Health Monitoring: Part II. IMAC 2023 . 13-16 Feb 2023. Austin, Texas, USA |
| Aidan J. Hughes, Paul Gardner, Keith Worden Towards risk-informed PBSHM: Populations as hierarchical systems. IMAC 2023 . 13-16 Feb 2023. Austin, Texas, USA |
| Tina A. Dardeno, Lawrence A. Bull, Nikolaos Dervilis, Keith Worden A population form via hierarchical Bayesian modelling of the FRF. IMAC 2023 . 13-16 Feb 2023. Austin, Texas, USA |
| Jack Poole, Paul Gardner, Jacques Mclean, Tim Rogers, Nikolaos Dervilis, Keith Worden On negative transfer for transfer learning in dynamics. IMAC 2023 . 13-16 Feb 2023. Austin, Texas, USA |
| On the use of normalising flows for the definition of digital twins. UNCECOMP. 12-14 June 2023. Athens Greece |
| Bunce, A., Hester, D., Brennan, Worden, K, Taylor, S. Where is the end of a bridge (model)? . EURODYN 2023. 2-5 July 2023. Delft, Netherlands |
| T.A. Dardeno, L.A. Bull, R.S. Mills, N. Dervilis, K. Worden. Hierarchical Bayes for population-based modelling of FRFs with temperature variation. EURODYN 2023. 2-5 July 2023. Delft, Netherlands |
| O’Higgins C, Hester D Short-term monitoring of an in-service bridge to determine boundary conditions. 14th International Conference on Application Of Statistics And Probability In Civil Engineering. 9-13 July 2023. Dublin, Ireland |
| O’Higgins C, Lydon M, Campbell K, Stevens N.A New opportunities for bridge management using independent datasets. 14th International Conference on Application Of Statistics And Probability In Civil Engineering. 9-13 July 2023. Dublin, Ireland |
| Kent C, Bunce A, O’Higgins C, Hester D, Taylor S, Woods R Uncertainty in Bridge Mode Shapes Based on Accelerometer Location. 14th International Conference on Application Of Statistics And Probability In Civil Engineering. 9-13 July 2023. Dublin, Ireland |
| O’Higgins C, Hester D Short-term monitoring of an in-service bridge to determine boundary conditions. 14th International Conference on Application Of Statistics And Probability In Civil Engineering. 9-13 July 2023. Dublin, Ireland |
| Kent C, Bunce A, O’Higgins C, Hester D, Taylor S, Woods R. Uncertainty in Bridge Mode Shapes Based on Accelerometer Location. . 14th International Conference on Application Of Statistics And Probability In Civil Engineering. 9-13 July 2023. Dublin, Ireland |
| T.A. Dardeno, L.A. Bull, R.S. Mills, N. Dervilis, K. Worden. Hierarchical Bayesian modelling of a family of FRFs. IWSHM 2023. 12-14 Sep 2023. Palo Alto, CA, USA |
| Lawrence A. Bull, Chiho Jeon, Mark Girolami, Andrew Duncan, Jennifer Schooling, Miguel Bravo Haro Statistically Simulating the Response of Hypothetical Trains on the Staffordshire Bridge. IWSHM 2023. 12-14 Sep 2023. Stanford, CA, USA |
| D.R. Clarkson, L.A.Bull, T.A. Dardeno, C.T. Wickramarachchi, E.J. Cross, T.J. Rogers, K. Worden, N. Dervilis, A.J. Hughes Sharing Information Between Machine Tools to Improve Surface Finish Forecasting. IWSHM 2023. 12-14 Sep 2023. Stanford, CA, USA |
| O’Higgins C., Kent C., Hester D., & Taylor S. Validation of data for use in civil infrastructure big data applications. IWSHM 2023. 12-14 Sep 2023. Stanford, CA, USA |
| Giulia Delo, Cecilia Surace, Keith Worden, Daniel S Brennan On the influence of structural attributes for assessing similarity in population-based Structural Health Monitoring.. IWSHM 2023. 12-14 Sep 2023. Palo Alto, CA, USA |
| J. Ferguson, D. Brennan, D. Hester, and R. Woods, ‘Embedded sensor system architecture for population-based structural health monitoring’. IWSHM 2023. 45170. Stanford, USA, |
| Poole (J.), Gardner (P.A.), Dervilis (N.), Bull (L.A.) & Worden (K.) 2022 In Proceedings of the 13th International Workshop on Structural Health Monitoring, Palo Alto, CA. On normalisation for domain adaptation in population-based structural health monitoring. |
| Gardner (P.A.), Bull (L.A.), Gosliga (J.), Poole (J.), Dervilis (N.) & Worden (K.) 2022 In Proceedings of the 13th International Workshop on Structural Health Monitoring, Palo Alto, CA. On a population-based structural health monitoring framework: an aerospace case study. |
| Poole (J.), Gardner (P.A.), Dervilis (N.), Bull (L.A.) & Worden (K.) 2022 In Proceedings of ISMA/USD – 30th International Conference on Noise & Vibration Engineering, Leuven. A comparison of kernel and deep domain adaptation methods for SHM. |
| Dardeno (T.A.), Gardner (P.A.), Bull (L.A.), Dervilis (N.) & Worden (K.) 2022 In Proceedings of the 13th International Workshop on Structural Health Monitoring, Palo Alto, CA. Investigating experimental repeatability and feature consistency in vibration-based SHM. |
| Hughes (A.G.), Bull (L.A.), Gardner (P.A.), Dervilis (N.) & Worden (K.) 2022 In Proceedings of ISMA/USD — 30th International Conference on Noise & Vibration Engineering, Leuven. Semi-supervised risk-based active learning using inspection and maintenance information. |
| Wickramarachchi (C.T.), Gosliga (J.), Cross (E.J.) & Worden (K.) 2022 Proceedings of the 10th European Workshop on Structural Health Monitoring, Palermo, Sicily. On the use of graph kernels for assessing similarity of structures in population-based structural health monitoring. |
| Delo (G.), Bunce (A.), Cross (E.J.), Gosliga (J.), Hester (D.), Surace (C.), Worden (K.) & Brennan (D.S.) 2022 In Proceedings of the 10th European Workshop on Structural Health Monitoring, Palermo, Sicily. When is a bridge not an aeroplane? Part II: A population of real structures. |
| Dardeno (T.A.), Haywood-Alexander (M.), MIlls (R.S.), Gardner (P.A.), Bull (L.A.), Dervilis (N.) & Worden (K.) 2022 In Proceedings of the 13th International Workshop on Structural Health Monitoring, Palo Alto, CA. Investigating the effects of ambient temperature on feature consistency in vibration-based SHM. |
| Poole (J.), Gardner (P.), Dervilis (N.), Mclean (J.H.), Rogers (T.J.) & Worden (K.) 2023 In Proceedings of the 41st International Modal Analysis Conference – IMAC-XLI, Austin, TX. A move towards physics-based metrics for transfer learning in dynamics. |
| Bee (S.C.), Papatheou (E.), Haywood-Alexander (M.), Mills (R.S.), Bull (L.A.), Worden (K.) & Dervilis (N.) 2023 In Proceedings of the 41st International Modal Analysis Conference – IMAC-XLI, Austin, TX. Better together: Using multi-task learning to improve feature selection within SHM datasets. |
| Dardeno (T.A.), Bull (L.A.), Dervilis (N.) & Worden (K.) 2023 In Proceedings of the 41st International Modal Analysis Conference – IMAC-XLI, Austin, TX. A population form via hierarchical Bayesian modelling of the FRF. |
| Smith, S.M. , A.j. Hughes, T.A. Dardeno, L.A. Bull, N. Dervilis, K. Worden Soil Stiffness Uncertainty Mondelluing for Offshore Wind Farm Foundations. IWSHM 2023. 12-14 Sep 2023. Stanford, CA, USA |
| Papatheou, E, K. Tatsis, K. Agathos, M. Haywood-Alexander, N. Dervilis, K. Worden On the use of model-based versus data-based approaches for virtual sensing in SHM. IWSHM 2023. 12-14 Sep 2023. Stanford, CA, USA |
| Koo, K.Y., M. Wang, GPS Time-synchronised Acceleration Sensor nodes Using ESP32. SHMII-12. Hangzhou, China |
| Wang, M, K.Y. Koo, 3D Modal Testing of a Full-scale Suspension Bridge Using a Vision-based Displacement System Network. SHMII-1 Hangzhou, China |
Humber Bridge
The Humber Bridge is an iconic landmark for the region.
It is a feat of modern British engineering and is a Grade 1 listed structure.
It was officially opened by Her Majesty the Queen on 17th July 1981.
Castle Dawson
Delivered by the Department for Infrastructure the A6 Dualling Scheme upgrades 14.7 kilometres of Transport Corridor between Randalstown and Castledawson. The flagship investment strengthens the links between Belfast and Derry/ Londonderry.
Keppel Bridge
The Keppel Bay Bridge is the longest cable-stayed bridge in Singapore along Keppel Bay Vista, spanning 250 metres across the strait linking the private Keppel Island to mainland. The bridge was officially opened on 3 January 2008 by the sixth President of Singapore
Langawi Skybridge
Langkawi Sky Bridge is a 125-metre (410 ft) curved pedestrian cable-stayed bridge in Malaysia, completed in 2005 The bridge deck is 660 metres (2,170 ft) above sea level at the peak of Gunung Mat Cincang on Pulau Langkawi,
