Publications
2023
- Published
Stochastic Model Updating with Uncertainty Quantification: An Overview and Tutorial
Bi, S., Beer, M., Cogan, S. & Mottershead, J., 1 Dec 2023, In: Mechanical Systems and Signal Processing. 204, 110784.Research output: Contribution to journal › Article › Research › peer review
- Published
Transmissibility-based damage detection with hierarchical clustering enhanced by multivariate probabilistic distance accommodating uncertainty and correlation
Mei, L. F., Yan, W. J., Yuen, K. V., Ren, W. X. & Beer, M., 15 Nov 2023, In: Mechanical Systems and Signal Processing. 203, 110702.Research output: Contribution to journal › Article › Research › peer review
- Published
A Bayesian Augmented-Learning framework for spectral uncertainty quantification of incomplete records of stochastic processes
Chen, Y., Patelli, E., Edwards, B. & Beer, M., 1 Oct 2023, In: Mechanical Systems and Signal Processing. 200, 110573.Research output: Contribution to journal › Article › Research › peer review
- Published
A graph-guided collaborative convolutional neural network for fault diagnosis of electromechanical systems
Xu, Y., Ji, J. C., Ni, Q., Feng, K., Beer, M. & Chen, H., 1 Oct 2023, In: Mechanical Systems and Signal Processing. 200, 110609.Research output: Contribution to journal › Article › Research › peer review
- Published
An iterative multi-fidelity scheme for simulating multi-dimensional non-Gaussian random fields
Zheng, Z., Beer, M. & Nackenhorst, U., 1 Oct 2023, In: Mechanical Systems and Signal Processing. 200, 110643.Research output: Contribution to journal › Article › Research › peer review
- Published
Robust model updating in structural dynamics using a new non-implausibility-motivated optimisation approach
Hübler, C., Gardner, P. & Wolniak, M., 1 Sept 2023, In: Mechanical Systems and Signal Processing. 198, 110401.Research output: Contribution to journal › Article › Research › peer review
- Published
Universal source-free domain adaptation method for cross-domain fault diagnosis of machines
Zhang, Y., Ren, Z., Feng, K., Yu, K., Beer, M. & Liu, Z., 15 May 2023, In: Mechanical Systems and Signal Processing. 191, 110159.Research output: Contribution to journal › Article › Research › peer review
- Published
Estimation of an imprecise power spectral density function with optimised bounds from scarce data for epistemic uncertainty quantification
Behrendt, M., Faes, M. G. R., Valdebenito, M. A. & Beer, M., 15 Apr 2023, In: Mechanical Systems and Signal Processing. 189, 110072.Research output: Contribution to journal › Article › Research › peer review
- Published
Bayesian maximum entropy method for stochastic model updating using measurement data and statistical information
Wang, C., Yang, L., Xie, M., Valdebenito, M. & Beer, M., 1 Apr 2023, In: Mechanical Systems and Signal Processing. 188, 110012.Research output: Contribution to journal › Article › Research › peer review
- Published
Efficient inner-outer decoupling scheme for non-probabilistic model updating with high dimensional model representation and Chebyshev approximation
Mo, J., Yan, W. J., Yuen, K. V. & Beer, M., 1 Apr 2023, In: Mechanical Systems and Signal Processing. 188, 110040.Research output: Contribution to journal › Article › Research › peer review
- Published
Non-stationary response of nonlinear systems with singular parameter matrices subject to combined deterministic and stochastic excitation
Ni, P., Fragkoulis, V. C., Kong, F., Mitseas, I. P. & Beer, M., 1 Apr 2023, In: Mechanical Systems and Signal Processing. 188, 110009.Research output: Contribution to journal › Article › Research › peer review
- Published
Digital twin-driven intelligent assessment of gear surface degradation
Feng, K., Ji, J. C., Zhang, Y., Ni, Q., Liu, Z. & Beer, M., 1 Mar 2023, In: Mechanical Systems and Signal Processing. 186, 109896.Research output: Contribution to journal › Article › Research › peer review
- Published
A new method for stochastic analysis of structures under limited observations
Dai, H., Zhang, R. & Beer, M., 15 Feb 2023, In: Mechanical Systems and Signal Processing. 185, 109730.Research output: Contribution to journal › Article › Research › peer review
- Published
First-passage probability estimation of high-dimensional nonlinear stochastic dynamic systems by a fractional moments-based mixture distribution approach
Ding, C., Dang, C., Valdebenito, M. A., Faes, M. G. R., Broggi, M. & Beer, M., 15 Feb 2023, In: Mechanical Systems and Signal Processing. 185, 109775.Research output: Contribution to journal › Article › Research › peer review
- Published
A feature mapping strategy of metamodelling for nonlinear stochastic dynamical systems with low to high-dimensional input uncertainties
Wan, Z., Chen, J., Tao, W., Wei, P., Beer, M. & Jiang, Z., 1 Feb 2023, In: Mechanical Systems and Signal Processing. 184, 109656.Research output: Contribution to journal › Article › Research › peer review
- Published
A review of vibration-based gear wear monitoring and prediction techniques
Feng, K., Ji, J. C., Ni, Q. & Beer, M., 1 Jan 2023, In: Mechanical Systems and Signal Processing. 182, 27 p., 109605.Research output: Contribution to journal › Review article › Research › peer review
2022
- Published
Modeling response spectrum compatible pulse-like ground motion
Chen, G., Beer, M. & Liu, Y., 1 Sept 2022, In: Mechanical Systems and Signal Processing. 177, 109177.Research output: Contribution to journal › Article › Research › peer review
- Published
Special issue on Advances in performance-based design optimization of stochastic dynamical systems
Jensen, H., Beer, M., Chen, J. & Spence, S., Jul 2022, In: Mechanical Systems and Signal Processing. 173, 108972.Research output: Contribution to journal › Editorial in journal › Research › peer review
- Published
Editorial: Recent advances in stochastic model updating
Bi, S., Beer, M. & Mottershead, J., 1 Jun 2022, In: Mechanical Systems and Signal Processing. 172, 108971.Research output: Contribution to journal › Editorial in journal › Research › peer review
- Published
Projecting interval uncertainty through the discrete Fourier transform: An application to time signals with poor precision
Behrendt, M., Angelis, M. D., Comerford, L., Zhang, Y. & Beer, M., 1 Jun 2022, In: Mechanical Systems and Signal Processing. 172, 108920.Research output: Contribution to journal › Article › Research › peer review