Professor Keith Worden
School of Mechanical, Aerospace and Civil Engineering
Professor of Mechanical Engineering
+44 114 222 7758
Full contact details
School of Mechanical, Aerospace and Civil Engineering
Sir Frederick Mappin Building
Mappin Street
Sheffield
S1 3JD
- Profile
-
Professor Worden began academic life as a theoretical physicist, with a degree from York University and a PhD in Mechanical Engineering from Heriot-Watt University eventually followed.
A period of research at Manchester University led to an appointment at the University of Sheffield in 1995, where he has happily remained since.
- Research interests
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Keith's research is concerned with applications of advanced signal processing and machine learning methods to structural dynamics. The primary application is in the aerospace industry, although there has also been interaction with ground transport and offshore industries.
One of the research themes concerns non-linear systems. The research conducted here is concerned with assessing the importance of non-linear modelling within a given context and formulating appropriate methods of analysis. The analysis of non-linear systems can range from the fairly pragmatic to the extremes of mathematical complexity. The emphasis within the research group here is on the pragmatic and every attempt is made to maintain contact with engineering necessity.
Another major activity within the research group concerns structural health monitoring for aerospace systems and structures. The research is concerned with developing automated systems for inspection and diagnosis, with a view to reducing the cost-of-ownership of these high integrity structures.The methods used are largely adapted from pattern recognition and machine learning; often the algorithms make use of biological concepts e.g. neural networks, genetic algorithms and ant-colony metaphors. The experimental approaches developed range from global inspection using vibration analysis to local monitoring using ultrasound.
- Publications
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Books
- . Wiley.
- . Royal Society of Chemistry.
- Key Engineering Materials: Preface.
Journal articles
- . Mechanical Systems and Signal Processing, 241, 113260-113260.
- . Mechanical Systems and Signal Processing, 241, 113540-113540.
- . Mechanical Systems and Signal Processing, 240, 113268-113268.
- . Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 383(2305).
- . Mechanical Systems and Signal Processing, 237.
- . Mechanical Systems and Signal Processing, 229, 112554-112554.
- . Data-Centric Engineering, 6.
- . Data-Centric Engineering, 6.
- . Strain, 61(1).
- . Journal of Sound and Vibration, 595, 118710-118710.
- . Mechanical Systems and Signal Processing, 223, 111602-111602.
- . Mechanical Systems and Signal Processing, 223, 111895-111895.
- . Computers & Structures, 307, 107635-107635.
- . Mechanical Systems and Signal Processing, 224.
- . Strain, 61(1).
- . Data-Centric Engineering, 5.
- . Structural Health Monitoring.
- . Journal of Physics: Conference Series, 2647(19).
- . Journal of Physics: Conference Series, 2647(18).
- . Mechanical Systems and Signal Processing, 216.
- . Data-Centric Engineering, 5.
- . Mechanical Systems and Signal Processing, 209, 111135-111135.
- . Mechanical Systems and Signal Processing, 208.
- . Mechanical Systems and Signal Processing, 209.
- . Mechanical Systems and Signal Processing, 208.
- . Measurement, 224, 113884-113884.
- . Procedia Structural Integrity, 62, 887-894.
- . Structural Health Monitoring, 23(4), 2609-2635.
- . ce/papers, 6(5), 975-980.
- . Mechanical Systems and Signal Processing, 200.
- . Mechanical Systems and Signal Processing, 196.
- . Materials, 16(4).
- . Structural Health Monitoring, 22(3), 1581-1600.
- . Sensors, 23(1).
- . Frontiers in Robotics and AI, 9.
- . Data-Centric Engineering, 3.
- . ASME Open Journal of Engineering, 1.
- . Data-Centric Engineering, 3.
- . Journal of Sound and Vibration, 538.
- . Mechanical Systems and Signal Processing, 181.
- . Mechanical Systems and Signal Processing, 181.
- . Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, 478(2262).
- . Journal of Sound and Vibration, 535.
- . Mechanical Systems and Signal Processing, 174.
- . Journal of Civil Structural Health Monitoring, 12, 1343-1353.
- . Mechanical Systems and Signal Processing, 173.
- . Mechanical Systems and Signal Processing, 167(Part B).
- . Mechanical Systems and Signal Processing, 173.
- . Mechanical Systems and Signal Processing, 166.
- . Mechanical Systems and Signal Processing, 172.
- . Wind Energy, 25(6), 1060-1076.
- . Mechanical Systems and Signal Processing, 164.
- . Mechanical Systems and Signal Processing, 163.
- . Mechanical Systems and Signal Processing, 169.
- . Mechanical Systems and Signal Processing, 161.
- . Journal of Sound and Vibration, 510.
- . Wind Energy Science, 6(5), 1107-1116.
- . Data-Centric Engineering, 2.
- . Mechanical Systems and Signal Processing, 157.
- . Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, 235(10), 1569-1587.
- . Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, 235(10), 1698-1711.
- . Mechanical Systems and Signal Processing, 156.
- . Journal of Sound and Vibration, 501.
- . Renewable Energy, 168, 1249-1264.
- . Mechanical Systems and Signal Processing, 150.
- . ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, 7(1).
- . Mechanical Systems and Signal Processing, 149.
- . Mechanical Systems and Signal Processing, 148.
- . Mechanical Systems and Signal Processing, 148.
- . Mechanical Systems and Signal Processing, 154.
- . Mechanical Systems and Signal Processing, 146, 106979-106979.
- . Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, 235(10), 1533-1542.
- . Mechanical Systems and Signal Processing, 145.
- . Journal of Medical Systems, 44(11).
- . Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 378(2182).
- . Mechanical Systems and Signal Processing, 144.
- . Frontiers in Built Environment, 6.
- . Vibration, 3(3), 281-303.
- . Journal of Sensor and Actuator Networks, 9(3).
- . ASCE - ASME Journal of Risk and Uncertainty in Engineering Systems, Part B. Mechanical Engineering, 6(3).
- . ASCE - ASME Journal of Risk and Uncertainty in Engineering Systems, Part B. Mechanical Engineering, 6(3).
- . Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 378(2173).
- . Mechanical Systems and Signal Processing, 140.
- . Mechanical Systems and Signal Processing, 140.
- . Mechanical Systems and Signal Processing, 138.
- . Renewable Energy, 148, 1124-1136.
- . Mechanical Systems and Signal Processing, 134.
- . Journal of Sound and Vibration, 453, 126-150.
- . Mechanical Systems and Signal Processing, 123, 84-101.
- . Mechanical Systems and Signal Processing, 122, 364-386.
- . Mechanical Systems and Signal Processing, 120, 16-31.
- . Engineering Structures, 183, 1014-1026.
- . Mechanical Systems and Signal Processing, 117, 383-402.
- . Structural Health Monitoring, Photogrammetry & DIC, Volume 6, 93-100.
- . Strain, 55(1).
- . Journal of Sound and Vibration, 437, 373-388.
- . Mechanical Systems and Signal Processing, 112, 194-232.
- . Strain, 54(6).
- . Strain, 54(4).
- . Mechanical Systems and Signal Processing, 104, 188-223.
- . Mechanical Systems and Signal Processing, 103, 381-397.
- . Frontiers in Bioengineering and Biotechnology.
- . Mechanical Systems and Signal Processing, 99, 306-325.
- . Mechanical Systems and Signal Processing, 98, 139-156.
- . Mechanical Systems and Signal Processing, 105, 1-15.
- . Renewable Energy, 113, 1490-1502.
- . Journal of Sound and Vibration, 409, 43-64.
- . Progress in Aerospace Sciences.
- . Mechanical Systems and Signal Processing, 85, 977-992.
- . Mechanical Systems and Signal Processing, 84(Part B), 34-53.
- . Structural Health Monitoring, 15(5), 568-582.
- . Proceedings of the IEEE, 104(8), 1589-1603.
- . Nuclear Engineering and Design, 305, 514-523.
- . Journal of Aircraft, 53(5), 1317-1331.
- . Strain, 52(3), 175-185.
- . Journal of Vibration and Control, 22(2), 396-411.
- . Mechanical Systems and Signal Processing, 66-67, 178-200.
- . Structural Control and Health Monitoring, 23(1), 103-122.
- . Journal of Intelligent Material Systems and Structures, 27(4), 549-566.
- . Mechanical Systems and Signal Processing, 64-65, 188-216.
- . Philosophical Transactions Of The Royal Society A - Mathematical Physical And Engineering Sciences, 373(2051).
- . Composite Structures, 127, 231-244.
- . Strain.
- . Journal of Sound and Vibration, 347, 279-296.
- . IEEE Transactions on Industrial Electronics, 62(10), 6636-6644.
- . Computer Methods in Applied Mechanics and Engineering, 290, 98-126.
- . Strain, 51(4), 288-300.
- . Mechanical Systems and Signal Processing, 56-57, 109-122.
- . Philosophical Transactions: Mathematical, Physical and Engineering Sciences, 373(2035).
- . Strain, 51(2), 147-155.
- . Strain, 51(2), 89-100.
- . The Aeronautical Journal, 118(1210), 1481-1497.
- . Engineering Structures, 80, 1-10.
- . IEEE/ASME Transactions on Mechatronics, 20(4), 1933-1947.
- . Journal of Sound and Vibration, 333(20), 5181-5195.
- . Journal of Sound and Vibration, 333(19), 4499-4525.
- . Applied Mechanics and Materials, 564, 164-169.
- . Applied Mechanics and Materials, 564, 170-175.
- . Proceedings of SPIE the International Society for Optical Engineering, 9064.
- . Journal of Sound and Vibration, 333(3), 971-990.
- . Key Engineering Materials, 588, 166-174.
- . Key Engineering Materials, 588, 318-332.
- . Key Engineering Materials, 588, 43-53.
- . Conference Proceedings of the Society for Experimental Mechanics Series, 45(7), 575-583.
- . Mechanical Systems and Signal Processing.
- . Journal of Sound and Vibration.
- . Journal of Sound and Vibration, 332(19), 4696-4708.
- . Key Engineering Materials, 569-570, 1109-1115.
- . Key Engineering Materials, 569-570, 884-891.
- . Key Engineering Materials, 569-570, 547-554.
- . Conference Proceedings of the Society for Experimental Mechanics Series, 6, 543-553.
- . Proceedings of SPIE the International Society for Optical Engineering, 8695.
- . Mechanical Systems and Signal Processing, 35(1-2), 16-34.
- . Mechanical Systems and Signal Processing.
- Condition monitoring of a wind turbine gearbox using the empirical mode decomposition method and outlier analysis. Proceedings of the 6th European Workshop Structural Health Monitoring 2012 Ewshm 2012, 2, 1316-1323.
- . Structural Health Monitoring: A Machine Learning Perspective.
- . PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES, 468(2148), 4098-4122.
- Bayesian sensitivity analysis of a nonlinear finite element model. Mechanical Systems and Signal Processing.
- Parameter estimation and model selection for a class of hysteretic systems using Bayesian inference. Mechanical Systems and Signal Processing.
- . Journal of Sound and Vibration, 331(20), 4488-4503.
- . Journal of Sound and Vibration, 331(20), 4504-4517.
- . Composites Science and Technology, 72(12), 1477.
- Impact damage characterisation of composite laminates using a statistical approach. Composites Science and Technology.
- . Smart Materials and Structures, 21(7).
- . PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE, 226(C11), 2610-2626.
- . SHOCK AND VIBRATION, 19(6), 1477-1477.
- . Shock and Vibration, 19(5), 1027-1040.
- . Mechanical Systems and Signal Processing, 25(7), 2462-2474.
- . Mechanical Systems and Signal Processing, 25(7), 2513-2525.
- Experimental validation of a new statistical process control feature for damage detection. Mechanical Systems and Signal Processing.
- Spatial scanning for anomaly detection in acoustic emission testing of an aerospace structure. Mechanical Systems and Signal Processing.
- A cellular automaton model for predicting intergranular corrosion. Corrosion Science.
- . P I MECH ENG H, 225(H11), 1036-1049.
- . Strain, 47(6), 544-554.
- Extended Analysis of a Damage Prognosis Approach Based on Interval Arithmetic. Strain.
- . Strain, 47(SUPPL. 1), e254-e268.
- . Strain, 47(SUPPL. 1), e1-e14.
- . Strain, 47(SUPPL. 1), e588-e594.
- . Journal of Biomechanics, 44(8), 1499-1506.
- . P ROY SOC A-MATH PHY, 467(2133), 2712-2732.
- . J Biomech, 44(8), 1499-1506.
- . Journal of Sound and Vibration, 330(4), 743-756.
- . Mechanical Systems and Signal Processing, 25(8), 2962-2975.
- . Gastrointest Endosc, 74(5), 1033-9.e1-3.
- . J AIRCRAFT, 48(3), 1028-1035.
- . Mechanical Systems and Signal Processing, 25(8), 3135-3152.
- . International Journal of Non Linear Mechanics, 46(6), 841-853.
- . MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 25(3), 1045-1061.
- . Mechanical Systems and Signal Processing, 25(1), 4-111.
- . Structural Health Monitoring, 10(6), 559-572.
- . COMPUT-AIDED CIV INF, 26(3), 225-238.
- Approximation of the Duffing oscillator frequency response function using the FPK equation. Journal of Sound and Vibration.
- Conceptual design of a hard landing indication system using a flight parameter sensor simulation model. 27th Congress of the International Council of the Aeronautical Sciences 2010 Icas 2010, 5, 3515-3526.
- Simulation of ultrasonic lamb wave generation, propagation and detection for a reconfigurable air coupled scanner. Ultrasonics.
- . Journal of Sound and Vibration, 329(12), 2305-2305.
- . J SOUND VIB, 329(12), 2349-2366.
- . MECH SYST SIGNAL PR, 24(4), 1114-1128.
- Vibration-based structural health monitoring using large sensor networks. SMART STRUCTURES AND SYSTEMS, 6(3), 335-347.
- . MECH SYST SIGNAL PR, 24(8), 2824-2843.
- . MECH SYST SIGNAL PR, 24(1), 211-223.
- Damage prognosis for delamination of a composite plate. Conference Proceedings of the Society for Experimental Mechanics Series.
- . MECH SYST SIGNAL PR, 23(6), 1792-1804.
- . NONLINEAR DYNAM, 58(4), 753-775.
- . MECH SYST SIGNAL PR, 23(4), 1037-1061.
- . MEAS SCI TECHNOL, 20(4).
- . J SOUND VIB, 319(1-2), 119-139.
- . P I MECH ENG G-J AER, 223(G5), 525-532.
- . MECH SYST SIGNAL PR, 23(1), 104-126.
- Genetic optimisation of a neural network damage diagnostic. AERONAUTICAL JOURNAL, 112(1131), 267-274.
- A negative selection approach to detect damage in aeronautical structures with changing operating conditions. Icas Secretariat 26th Congress of International Council of the Aeronautical Sciences 2008 Icas 2008, 2, 2773-2779.
- The effects of uncertainties within acoustic emission modelling. Conference Proceedings of the Society for Experimental Mechanics Series.
- Lamb waves for non-destructive evaluation of composite wing section. Conference Proceedings of the Society for Experimental Mechanics Series.
- . PHYS STATUS SOLIDI B, 245(11), 2433-2439.
- . FATIGUE FRACT ENG M, 31(8), 629-643.
- . MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 22(6), 1395-1411.
- . STRUCT HEALTH MONIT, 7(3), 215-230.
- Damage localisation in a stiffened composite panel. STRAIN, 44(4), 298-307.
- . P I MECH ENG C-J MEC, 222(4), 585-597.
- . J SOUND VIB, 309(3-5), 529-544.
- . STRUCT CONTROL HLTH, 15(4), 540-567.
- . MECH SYST SIGNAL PR, 22(1), 155-171.
- . MECH SYST SIGNAL PR, 22(1), 66-80.
- Prognosis under uncertainty - An idealised computational case study. SHOCK AND VIBRATION, 15(3-4), 231-243.
- Nonlinear system identification in structural dynamics: A short (and biased) history. Conference Proceedings of the Society for Experimental Mechanics Series.
- Nonlinear system identification in structural dynamics: Current status and future directions. Conference Proceedings of the Society for Experimental Mechanics Series.
- . MECH SYST SIGNAL PR, 21(8), 3088-3107.
- . MECH SYST SIGNAL PR, 21(4), 1885-1906.
- . P R SOC A, 463(2082), 1639-1664.
- . INT J FATIGUE, 29(4), 738-747.
- . J VIB ACOUST, 129(6), 784-802.
- . MECH SYST SIGNAL PR, 21(2), 994-1007.
- . J SOUND VIB, 299(3), 672-682.
- Damage detection using stress waves and multivariate statistics: An experimental case study of an aircraft component. STRAIN, 43(1), 47-53.
- . MECH SYST SIGNAL PR, 21(1), 553-572.
- . MECH SYST SIGNAL PR, 21(1), 514-534.
- . PHILOS T R SOC A, 365(1851), 303-315.
- . PHILOS T R SOC A, 365(1851), 299-301.
- . Philos Trans A Math Phys Eng Sci, 365(1851), 515-537.
- . NEURAL COMPUT APPL, 16(2), 109-124.
- . IEEE T NEURAL NETWOR, 17(6), 1349-1361.
- . MECH SYST SIGNAL PR, 20(8), 1819-1831.
- . J SOUND VIB, 293(1-2), 96-111.
- . P R SOC A, 462(2074), 3097-3114.
- . MECH SYST SIGNAL PR, 20(4), 896-919.
- Choi-Wiliams time frequency analysis of a three degree freedom non-linear system. Proceedings of Isma2006 International Conference on Noise and Vibration Engineering, 5, 2863-2872.
- . MECH SYST SIGNAL PR, 20(3), 505-592.
- . JOURNAL OF SOUND AND VIBRATION, 288(3), 601-621.
- . J SOUND VIB, 288(3), 423-429.
- An application of Holder exponents to condition monitoring. Conference Proceedings of the Society for Experimental Mechanics Series.
- Extreme value statistics from differential evolution for damage detection. Conference Proceedings of the Society for Experimental Mechanics Series.
- . Journal of Sound and Vibration, 287(3), 645-648.
- . J SOUND VIB, 286(3), 529-547.
- . Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, 219(9), 1015-1016.
- Structural health monitoring of an annular component using a statistical approach. STRAIN, 41(3), 117-127.
- . J DYN SYST-T ASME, 127(1), 125-132.
- Special Issue on Acoustic Emission. J STRAIN ANAL ENG, 40(1), I-III.
- . MECH SYST SIGNAL PR, 19(1), 57-69.
- . SMART MATER STRUCT, 14(1), 265-271.
- . SMART MATER STRUCT, 14(1), 36-42.
- Homogenisation metamodelling of perforated plates. STRAIN, 40(3), 103-112.
- . Journal of Sound and Vibration, 274(3-5), 1135-1136.
- Vibration-based damage assessment in steel frames using neural networks. Noise and Vibration Worldwide, 35(6), 33-34.
- . APPLIED THERMAL ENGINEERING, 24(8-9), 1291-1300.
- . CHAOS, 14(2), 420-430.
- Sensor optimisation using an ant colony metaphor. STRAIN, 40(2), 59-65.
- . STRUCT HEALTH MONIT, 3(1), 85-98.
- . MECH SYST SIGNAL PR, 18(3), 431-455.
- . COMPUT STRUCT, 81(22-23), 2165-2172.
- . Structural Health Monitoring, 2(1), 57-74.
- Automatic classification of acoustic emission patterns. STRAIN, 39(1), 31-41.
- Genetic identification of crack-tip parameters using thermoelastic isopachics. MEAS SCI TECHNOL, 14(2), 176-183.
- . MECH SYST SIGNAL PR, 17(1), 119-125.
- . MECH SYST SIGNAL PR, 17(1), 171-175.
- . MECH SYST SIGNAL PR, 17(1), 73-75.
- . J SOUND VIB, 259(2), 345-363.
- . J SOUND VIB, 259(2), 365-385.
- . J SOUND VIB, 259(2), 323-343.
- . J INTEL MAT SYST STR, 13(9), 561-574.
- . Strain, 38(2), 45-45.
- . Journal of Sound and Vibration, 258(4), 741-761.
- . Strain, 37(4), 167-172.
- . J SOUND VIB, 248(2), 289-314.
- . SPIE Proceedings, 4327, 223-233.
- . Journal of Intelligent Materials Systems and Structures, 12(8), 529-536.
- . Reliable Computing, 7(4), 341-352.
- . J INTEL MAT SYST STR, 12(8), 527-527.
- Optimal sensor placement for fault detection. ENG STRUCT, 23(8), 885-901.
- Theoretical and experimental identification of a non-linear beam. J SOUND VIB, 244(4), 597-613.
- Damage identification using support vector machines. SMART MATERIALS & STRUCTURES, 10(3), 540-547.
- Vibration-based damage assessment in steel frames using neural networks. SMART MATERIALS & STRUCTURES, 10(3), 553-559.
- . Air & Space Europe, 3(3-4), 132-138.
- Structural health monitoring using statistical pattern recognition techniques. J DYN SYST-T ASME, 123(4), 706-711.
- Nonlinearity in experimental modal analysis. PHILOS T ROY SOC A, 359(1778), 113-130.
- . Structural Safety, 23(3), 275-277.
- . JOURNAL OF INTELLIGENT MATERIAL SYSTEMS AND STRUCTURES, 12(8), 529-536.
- Detection of defects in composite plates using Lamb waves and novelty detection. INT J SYST SCI, 31(11), 1397-1409.
- Intelligent fault detection. INT J SYST SCI, 31(11), 1331-1332.
- . Strain, 36(2), 61-68.
- Damage identification using multivariate statistics: Kernel discriminant analysis. INVERSE PROBLEMS IN ENGINEERING, 8(1), 25-46.
- An extension of force appropriation to the identification of non-linear multi-degree of freedom systems. J SOUND VIB, 237(1), 23-43.
- Fail-safe sensor distributions for impact detection in composite materials. SMART MATER STRUCT, 9(3), 298-303.
- Differential evolution based identification of automotive hydraulic engine mount model parameters. P I MECH ENG D-J AUT, 214(D3), 249-264.
- Damage detection using outlier analysis. J SOUND VIB, 229(3), 647-667.
- Application of two damage detection techniques to an offshore platform. Shock and Vibration Digest, 32(1), 30-31.
- . MECH SYST SIGNAL PR, 14(5), 705-730.
- Wavelet analysis of time-series: Coherent structures, chaos and noise. INT J BIFURCAT CHAOS, 9(3), 455-471.
- Random vibrations of a multi-degree-of-freedom non-linear system using the Volterra series. J SOUND VIB, 226(2), 397-405.
- An experimental study of fail-safe sensor distributions for impact detection in composite materials. SMART MATERIALS AND STRUCTURES, 465-473.
- Random vibrations of a Duffing oscillator using the Volterra series. J SOUND VIB, 217(4), 781-789.
- Frequency domain analysis of NARX neural networks. J SOUND VIB, 213(5), 915-941.
- Analysis of wind fluctuations using the orthogonal wavelet transform. APPL SCI RES, 59(2-3), 205-218.
- Confidence bounds for frequency response functions from time series models. MECH SYST SIGNAL PR, 12(4), 559-569.
- Wavelet signal processing for enhanced Lamb-wave defect detection in composite plates using optical fiber detection. OPT ENG, 36(7), 1877-1888.
- Structural fault detection using a novelty measure. J SOUND VIB, 201(1), 85-101.
- A harmonic probing algorithm for the multi-input Volterra series. J SOUND VIB, 201(1), 67-84.
- Time-frequency analysis in gearbox fault detection using the Wigner-Ville distribution and pattern recognition. MECH SYST SIGNAL PR, 11(5), 673-692.
- Classification of faults in gearboxes - Pre-processing algorithms and neural networks. NEURAL COMPUT APPL, 5(3), 160-183.
- On jump frequencies in the response of the Duffing oscillator. J SOUND VIB, 198(4), 522-525.
- On the use of a rising-falling chirp excitation for vibration testing. J SOUND VIB, 192(2), 599-604.
- PSEUDO-FAULT INDUCTION IN ENGINEERING STRUCTURES - MULTIINPUT MULTIOUTPUT CONTROL. NONLINEAR DYNAM, 8(3), 367-384.
- CHARACTERIZATION OF AUTOMOTIVE SHOCK-ABSORBERS USING RANDOM-EXCITATION. P I MECH ENG D-J AUT, 209(4), 239-248.
- ON THE OVER-SAMPLING OF DATA FOR SYSTEM-IDENTIFICATION. MECH SYST SIGNAL PR, 9(3), 287-297.
- PSEUDO-NONLINEARITIES IN ENGINEERING STRUCTURES. P ROY SOC LOND A MAT, 445(1923), 193-220.
- MODELING AND CLASSIFICATION OF NONLINEAR-SYSTEMS USING NEURAL NETWORKS .2. A PRELIMINARY EXPERIMENT. MECH SYST SIGNAL PR, 8(4), 395-419.
- MODELING AND CLASSIFICATION OF NONLINEAR-SYSTEMS USING NEURAL NETWORKS .1. SIMULATION. MECH SYST SIGNAL PR, 8(3), 319-356.
- EXPERIMENTAL IDENTIFICATION OF MULTI-DEGREE-OF-FREEDOM NONLINEAR-SYSTEMS USING RESTORING FORCE METHODS. MODAL ANAL, 9(1), 35-55.
- IDENTIFICATION OF NONLINEAR-WAVE FORCES. J FLUID STRUCT, 8(1), 19-71.
- . Smart Materials and Structures, 2(3), 189-200.
- RENORMALIZED STRESS TENSORS IN CERTAIN TRIANGLES. CLASSICAL QUANT GRAV, 9(1), 289-306.
- . Nonlinear Dynamics, 3(6), 413-429.
- RENORMALIZED STRESS TENSORS ON ELLIPSES. J MATH PHYS, 33(7), 2434-2439.
- DIRECT PARAMETER-ESTIMATION FOR LINEAR AND NONLINEAR STRUCTURES. J SOUND VIB, 152(3), 471-499.
- . Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, 206(1), 3-16.
- . Applied Ocean Research, 14(2), 107-118.
- DATA-PROCESSING AND EXPERIMENT DESIGN FOR THE RESTORING FORCE SURFACE METHOD .1. INTEGRATION AND DIFFERENTIATION OF MEASURED TIME DATA. MECH SYST SIGNAL PR, 4(4), 295-319.
- DATA-PROCESSING AND EXPERIMENT DESIGN FOR THE RESTORING FORCE SURFACE METHOD .2. CHOICE OF EXCITATION SIGNAL. MECH SYST SIGNAL PR, 4(4), 321-344.
- . e-Journal of Nondestructive Testing, 29(7).
- . e-Journal of Nondestructive Testing, 29(7).
- . e-Journal of Nondestructive Testing, 29(7).
- . e-Journal of Nondestructive Testing, 29(7).
- . e-Journal of Nondestructive Testing, 29(7).
- . Mechanical Systems and Signal Processing, 119, 100-119.
- . Frontiers in Built Environment, 3.
- . International Journal of Sustainable Materials and Structural Systems, 2(1/2).
- The effect of Duffing-type non-linearities and Coulomb damping on the response of an energy harvester to random excitations.
- . Mechanical Systems and Signal Processing.
- . Mechanical Systems and Signal Processing.
Book chapters
- , Data Science in Engineering, Volume 9 (pp. 199-211). River Publishers
- , Data Science in Engineering, Volume 9 (pp. 1-8). River Publishers
- , Data Science in Engineering, Volume 9 (pp. 169-184). River Publishers
- , Data Science in Engineering, Volume 9 (pp. 35-46). River Publishers
- , Data Science in Engineering, Volume 9 (pp. 47-63). River Publishers
- , Data Science in Engineering, Volume 9 (pp. 185-197). River Publishers
- , Data Science in Engineering, Volume 9 (pp. 67-77). River Publishers
- , Data Science in Engineering, Volume 9 (pp. 103-114). River Publishers
- , Topics in Modal Analysis & Parameter Identification, Volume 8 (pp. 45-57). River Publishers
- , Special Topics in Structural Dynamics & Experimental Techniques, Volume 5 (pp. 77-81). River Publishers
- , Special Topics in Structural Dynamics & Experimental Techniques, Volume 5 (pp. 111-122). River Publishers
- , Dynamics of Civil Structures, Volume 2 (pp. 29-38). River Publishers
- , Dynamics of Civil Structures, Volume 2 (pp. 223-233). River Publishers
- , Data Science in Engineering, Volume 10 (pp. 73-82). River Publishers
- , Data Science in Engineering, Volume 10 (pp. 63-72). River Publishers
- , Model Validation and Uncertainty Quantification, Volume 3 (pp. 247-253). River Publishers
- , Model Validation and Uncertainty Quantification, Volume 3 (pp. 237-246). River Publishers
- , Model Validation and Uncertainty Quantification, Volume 3 (pp. 1-16). River Publishers
- , Nonlinear Structures & Systems, Volume 1 (pp. 135-147). River Publishers
- , Nonlinear Structures & Systems, Volume 1 (pp. 165-175). River Publishers
- , Nonlinear Structures & Systems, Volume 1 (pp. 297-300). River Publishers
- , Dynamics of Civil Structures, Volume 2 (pp. 117-128). River Publishers
- , Data Science in Engineering Vol. 10 (pp. 19-31). River Publishers
- , Data Science in Engineering Vol. 10 (pp. 85-91). River Publishers
- , Dynamics of Civil Structures, Vol. 2 (pp. 59-68). River Publishers
- , Nonlinear Structures & Systems, Vol. 1 (pp. 125-135). River Publishers
- , Special Topics in Structural Dynamics & Experimental Techniques, Vol. 5 (pp. 59-66). River Publishers
- , Data Science in Engineering, Volume 9 (pp. 253-261). River Publishers
- , Lecture Notes in Civil Engineering (pp. 606-614). Springer Nature Switzerland
- , Lecture Notes in Civil Engineering (pp. 33-43). Springer Nature Switzerland
- , Data Driven Methods for Civil Structural Health Monitoring and Resilience (pp. 120-180). CRC Press
- , Lecture Notes in Civil Engineering (pp. 965-974). Springer International Publishing
- , Lecture Notes in Civil Engineering (pp. 995-1004). Springer International Publishing
- , Lecture Notes in Civil Engineering (pp. 1095-1106). Springer International Publishing
- , Computational Methods in Engineering & the Sciences (pp. 121-147). Springer International Publishing
- , Computational Methods in Engineering & the Sciences (pp. 85-119). Springer International Publishing
- , Ageing and Life Extension of Offshore Facilities (pp. 143-157). ASME
- , Structural Integrity (pp. 389-411). Springer International Publishing
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- , Handbook of Experimental Structural Dynamics (pp. 1-72). Springer New York
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- , Lecture Notes in Civil Engineering (pp. 415-426). Springer International Publishing
- , Lecture Notes in Civil Engineering (pp. 494-504). Springer International Publishing
- , Lecture Notes in Civil Engineering (pp. 947-957). Springer International Publishing
- , Handbook of Experimental Structural Dynamics (pp. 1-72). Springer New York
- , Surrogate-Based Modeling and Optimization (pp. 337-358). Springer New York
- , WIT Transactions on State of the Art in Science and Engineering (pp. 59-75). WIT Press
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- Damage localization of carbon fiber–reinforced plastic composite and perspex plates using novelty indices and the cross-validation set of multilayer perceptron neural network, Composite Materials Technology Neural Network Applications (pp. 115-133).
- Damage identification and localization of carbon fiber reinforced plastic composite plate using outlier analysis and multilayer perceptron neural network, Composite Materials Technology Neural Network Applications (pp. 79-114).
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- , Experimental Analysis of Nano and Engineering Materials and Structures (pp. 921-922). Springer Netherlands
- , Experimental Analysis of Nano and Engineering Materials and Structures (pp. 865-866). Springer Netherlands
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- , Smart Technologies (pp. 1-5). WORLD SCIENTIFIC
- , Smart Technologies (pp. 71-107). WORLD SCIENTIFIC
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- , Advanced Materials Research (pp. 117-124). Trans Tech Publications Ltd.
- , Key Engineering Materials (pp. 151-158). Trans Tech Publications Ltd.
- , Key Engineering Materials (pp. 135-142). Trans Tech Publications Ltd.
Conference proceedings
- (pp 57-65)
- (pp 185-191)
- A Gibbs sampler for removing environmental effects in structural health monitoring features. Proceedings of the 11th International Operational Modal Analysis Conference Iomac 2025 (pp 288-295)
- (pp 43-52)
- (pp 95-104)
- (pp 53-62)
- (pp 81-92)
- (pp 151-158)
- (pp 51-70)
- (pp 19-25)
- (pp 45-58)
- (pp 149-161)
- (pp 23-41)
- (pp 135-149)
- (pp 221-236)
- (pp 157-159)
- (pp 329-337)
- (pp 203-219)
- (pp 359-366)
- (pp 167-178)
- (pp 179-188)
- (pp 119-130)
- (pp 85-97)
- (pp 509-520)
- (pp 23-36)
- (pp 145-153)
- (pp 297-308)
- (pp 111-121)
- . e-Journal of Nondestructive Testing, Vol. 2024(07). Potsdam, Germany, 10 June 2024 - 10 June 2024.
- Decoupling nonlinear normal modes using normalising flows. Proceedings of the 42nd International Modal Analysis Conference. Orlando, Florida. United States, 29 January 2024 - 29 January 2024.
- On the topology and geometry of population-based SHM. Proceedings of ISMA 2024 International Conference on Noise and Vibration Engineering and Usd 2024 International Conference on Uncertainty in Structural Dynamics (pp 3120-3137)
- Cost-informed dimensionality reduction for structural digital twin technologies. Proceedings of ISMA 2024 International Conference on Noise and Vibration Engineering and Usd 2024 International Conference on Uncertainty in Structural Dynamics (pp 4529-4542)
- Towards an active-learning approach to resource allocation for population-based damage prognosis. Proceedings of ISMA 2024 International Conference on Noise and Vibration Engineering and Usd 2024 International Conference on Uncertainty in Structural Dynamics (pp 3343-3353)
- Using higher-order frequency response functions from NARX models to support activation function choices. Proceedings of ISMA 2024 International Conference on Noise and Vibration Engineering and Usd 2024 International Conference on Uncertainty in Structural Dynamics (pp 2294-2307)
- On the use of synthetic data for SHM: a short investigation on a laboratory structure. Proceedings of ISMA 2024 International Conference on Noise and Vibration Engineering and Usd 2024 International Conference on Uncertainty in Structural Dynamics (pp 3369-3376)
- Knowledge sharing for improving damage identification across a population of heterogeneous aircraft models. Proceedings of ISMA 2024 International Conference on Noise and Vibration Engineering and Usd 2024 International Conference on Uncertainty in Structural Dynamics (pp 3109-3119)
- When does a bridge become an aeroplane?. Proceedings of ISMA 2024 International Conference on Noise and Vibration Engineering and Usd 2024 International Conference on Uncertainty in Structural Dynamics (pp 3312-3320)
- Nonlinear normal modes as normalising Kalman filters. Proceedings of ISMA 2024 International Conference on Noise and Vibration Engineering and Usd 2024 International Conference on Uncertainty in Structural Dynamics (pp 2174-2187)
- Revisiting a link between algebraic geometry and nonlinear dynamics. Proceedings of ISMA 2024 International Conference on Noise and Vibration Engineering and Usd 2024 International Conference on Uncertainty in Structural Dynamics (pp 2122-2137)
- Regularising NARX models with multi-task learning. Proceedings of ISMA 2024 International Conference on Noise and Vibration Engineering and Usd 2024 International Conference on Uncertainty in Structural Dynamics (pp 2014-2021)
- . Proceedings of the 14th International Workshop on Structural Health Monitoring
- . Proceedings of the 14th International Workshop on Structural Health Monitoring
- . Proceedings of the 14th International Workshop on Structural Health Monitoring
- . Proceedings of the 14th International Workshop on Structural Health Monitoring
- . Proceedings of the 14th International Workshop on Structural Health Monitoring
- . Fourteenth International Workshop on Structural Health Monitoring (pp 2897-2905). Stanford University, California, 12 September 2023 - 12 September 2023.
- . Proceedings of the 14th International Workshop on Structural Health Monitoring
- . Proceedings of the 14th International Workshop on Structural Health Monitoring
- . Proceedings of the 14th International Workshop on Structural Health Monitoring
- . Proceedings of the 14th International Workshop on Structural Health Monitoring
- . Data Science in Engineering, Volume 10 Proceedings of the 41st IMAC, A Conference and Exposition on Structural Dynamics 2023, Vol. 10 (pp 83-93). Austin, Texas, USA, 13 February 2023 - 13 February 2023.
- Hierarchical Bayes for population-based modelling of FRFs with temperature variation. Proceedings of the XII International Conference on Structural Dynamics. Delft, The Netherlands, 2 July 2023 - 2 July 2023.
- On the Influence of Structural Attributes for Assessing Similarity in Population-Based Structural Health Monitoring. Structural Health Monitoring 2023 Designing Shm for Sustainability Maintainability and Reliability Proceedings of the 14th International Workshop on Structural Health Monitoring (pp 1553-1562)
- A Comparison of Structural Similarity Metrics within Population-Based Structural Health Monitoring. Structural Health Monitoring 2023 Designing Shm for Sustainability Maintainability and Reliability Proceedings of the 14th International Workshop on Structural Health Monitoring (pp 176-185)
- (pp 408-418)
- . European Workshop on Structural Health Monitoring EWSHM 2022, Vol. 3(270) (pp 530-540). Palermo, Italy, 4 July 2022 - 4 July 2022.
- . European Workshop on Structural Health Monitoring: EWSHM 2022, Vol. 3 (pp 139-149). Palermo, Italy, 4 July 2022 - 4 July 2022.
- On robustness of optimal sensor placement to environmental variation for SHM. Structural Health Monitoring 2021 : Proceedings of the Thirteenth International Workshop on Structural Health Monitoring Stanford University, March 15-17 2022 (formerly December 7-9, 2021) (pp 977-987). Lancaster, PA, USA, 15 March 2022 - 15 March 2022.
- Assessment criteria for optimal sensor placement for a structural health monitoring system. Structural Health Monitoring 2021 : Proceedings of the Thirteenth International Workshop on Structural Health Monitoring Stanford University, March 15-17 2022 (formerly December 7-9, 2021) (pp 365-375). Lancaster, PA, USA, 15 March 2022 - 15 March 2022.
- . Structural Health Monitoring 2021: Enabling Next Generation SHM for Cyber-Physical Systems: Proceedings of the Thirteenth International Workshop on Structural Health Monitoring (IWSHM). Stanford University, CA, USA, 15 March 2022 - 15 March 2022.
- . Proceedings of the 13th International Workshop on Structural Health Monitoring
- . Proceedings of the 13th International Workshop on Structural Health Monitoring
- . Proceedings of the 13th International Workshop on Structural Health Monitoring
- . Proceedings of the 13th International Workshop on Structural Health Monitoring
- . Proceedings of the 13th International Workshop on Structural Health Monitoring
- . Proceedings of the 13th International Workshop on Structural Health Monitoring
- Semi-supervised risk-based active learning using inspection and maintenance information. Proceedings of ISMA 2022-International Conference on Noise and Vibration Engineering and USD 2022-International Conference on Uncertainty in Structural Dynamics. Leuven, Belgium, 12 September 2022 - 12 September 2022.
- Enhanced uncertainty quantification for acoustic emission localisation. Proceedings of ISMA 2022 International Conference on Noise and Vibration Engineering and Usd 2022 International Conference on Uncertainty in Structural Dynamics (pp 4890-4903)
- A comparison of kernel and deep domain adaptation methods for SHM. Proceedings of ISMA 2022 International Conference on Noise and Vibration Engineering and Usd 2022 International Conference on Uncertainty in Structural Dynamics (pp 3662-3670)
- Virtual sensing for SHM: a comparison between Kalman filters and Gaussian processes. Proceedings of ISMA 2022 International Conference on Noise and Vibration Engineering and Usd 2022 International Conference on Uncertainty in Structural Dynamics (pp 3792-3803)
- On higher-order frequency response functions from kernel-NARX methods. Proceedings of ISMA 2022 International Conference on Noise and Vibration Engineering and Usd 2022 International Conference on Uncertainty in Structural Dynamics (pp 2301-2315)
- Bayesian identification of material properties for a fibre-composite plate, via dispersion curves. Proceedings of ISMA 2022 International Conference on Noise and Vibration Engineering and Usd 2022 International Conference on Uncertainty in Structural Dynamics (pp 1866-1874)
- A nonparametric Bayesian approach for the detection of acoustic emission events in time series signals. Proceedings of ISMA 2022 International Conference on Noise and Vibration Engineering and Usd 2022 International Conference on Uncertainty in Structural Dynamics (pp 4777-4787)
- On quantifying the similarity of structures via a Graph Neural Network for population-based structural health monitoring. Proceedings of ISMA 2022 International Conference on Noise and Vibration Engineering and Usd 2022 International Conference on Uncertainty in Structural Dynamics (pp 3713-3721)
- Investigating the effects of temperature variation in vibration-based SHM. Proceedings of ISMA 2022 International Conference on Noise and Vibration Engineering and Usd 2022 International Conference on Uncertainty in Structural Dynamics (pp 3620-3628)
- Investigating experimental repeatability and feature consistency in vibration-based SHM using nominally-identical helicopter blades. International Conference on Structural Health Monitoring of Intelligent Infrastructure Transferring Research into Practice Shmii, Vol. 2022-August (pp 165-169)
- Towards risk-informed decision-making for population-based structural health monitoring. International Conference on Structural Health Monitoring of Intelligent Infrastructure Transferring Research into Practice Shmii, Vol. 2022-August (pp 425-428)
- . Data Science in Engineering, Volume 9 : Proceedings of the 39th IMAC, A Conference and Exposition on Structural Dynamics 2021 (pp 87-98). Virtual conference, 8 February 2021 - 8 February 2021.
- . Data Science in Engineering, Volume 9 : Proceedings of the 39th IMAC, A Conference and Exposition on Structural Dynamics 2021 (pp 75-86). Virtual conference, 8 February 2021 - 8 February 2021.
- . Nonlinear Structures & Systems, Volume 1 : Proceedings of the 39th IMAC, A Conference and Exposition on Structural Dynamics 2021 (pp 95-108). Orlando, FL, USA, 8 February 2021 - 8 February 2021.
- On the application of variational auto encoders (VAE) for damage detection in rolling element bearings. Structural Health Monitoring 2021 : Proceedings of the Thirteenth International Workshop, August 31-September 2, 2021, Stanford University (pp 388-397). Lancaster, PA, USA, 15 March 2022 - 15 March 2022.
- Creating a network of structures based on physical similarity. Proceedings of the International Conference on Structural Health Monitoring of Intelligent Infrastructure, Vol. 2021 (pp 1803-1808). Porto, Portugal (online), 30 June 2021 - 30 June 2021.
- . IFAC-PapersOnLine, Vol. 54(7) (pp 655-660). Padova, Italy, 13 July 2021 - 13 July 2021.
- . Dynamics of Civil Structures, Volume 2: Proceedings of the 39th IMAC, A Conference and Exposition on Structural Dynamics, 2021 (pp 49-60). Orlando, Florida, 8 February 2021 - 8 February 2021.
- . Proceedings of SPIE: Health Monitoring of Structural and Biological Systems XV, Vol. 11593. Online, 22 March 2021 - 22 March 2021.
- Nonlinear Gaussian process latent force models for input estimation in hysteretic systems. Uncecomp Proceedings, Vol. 2021-June
- On assessing the similarity of wind turbines for population-based structural health monitoring. International Conference on Structural Health Monitoring of Intelligent Infrastructure Transferring Research into Practice Shmii, Vol. 2021-June (pp 1783-1788)
- On Domain-Adapted Gaussian Mixture Models for Population-Based Structural Health Monitoring. International Conference on Structural Health Monitoring of Intelligent Infrastructure Transferring Research into Practice Shmii, Vol. 2021-June (pp 663-670)
- Automated Feature Extraction for Damage Detection: A Pseudo-fault Framework for Population-based SHM. International Conference on Structural Health Monitoring of Intelligent Infrastructure Transferring Research into Practice Shmii, Vol. 2021-June (pp 655-661)
- When is a Bridge not an Aeroplane?. International Conference on Structural Health Monitoring of Intelligent Infrastructure Transferring Research into Practice Shmii, Vol. 2021-June (pp 1775-1781)
- PBSHM - Guidance for ensuring quality when creating an IE model for a bridge. International Conference on Structural Health Monitoring of Intelligent Infrastructure Transferring Research into Practice Shmii, Vol. 2021-June (pp 1789-1795)
- Comparison of bridge topology before and after repair using attributed graph comparisons towards population based SHM. International Conference on Structural Health Monitoring of Intelligent Infrastructure Transferring Research into Practice Shmii, Vol. 2021-June (pp 1797-1802)
- On Implementing an Irreducible Element Model Schema for Population-Based Structural Health Monitoring. Structural Health Monitoring 2021 Enabling Next Generation Shm for Cyber Physical Systems Proceedings of the 13th International Workshop on Structural Health Monitoring Iwshm 2021 (pp 905-914)
- . Model Validation and Uncertainty Quantification, Volume 3 : Proceedings of the 38th IMAC, A Conference and Exposition on Structural Dynamics 2020 (pp 187-199). Houston, TX USA, 10 February 2020 - 10 February 2020.
- . Model Validation and Uncertainty Quantification, Volume 3 : Proceedings of the 38th IMAC, A Conference and Exposition on Structural Dynamics 2020 (pp 287-302). Houston, TX USA, 10 February 2020 - 10 February 2020.
- . Proceedings of the 38th IMAC, A Conference and Exposition on Structural Dynamics 2020, Vol. 3 (pp 209-215). Houston, TX USA, 10 February 2020 - 10 February 2020.
- . Topics in Modal Analysis & Testing. Proceedings of the 38th IMAC, A Conference and Exposition on Structural Dynamics 2020, Vol. 8 (pp 255-267). Houston, TX, USA, 10 February 2020 - 10 February 2020.
- . Proceedings of the 38th IMAC, A Conference and Exposition on Structural Dynamics 2020, Vol. 8 (pp 177-187). Houston, TX, USA, 10 February 2020 - 10 February 2020.
- . Topics in Modal Analysis & Testing. Proceedings of the 38th IMAC, A Conference and Exposition on Structural Dynamics 2020, Vol. 8 (pp 297-304). Houston, TX, USA, 10 February 2020 - 10 February 2020.
- . Topics in Modal Analysis & Testing, Volume 8 : Proceedings of the 38th IMAC, A Conference and Exposition on Structural Dynamics 2020, Vol. 8 (pp 41-50). Houston, TX, USA, 10 February 2020 - 10 February 2020.
- . Topics in Modal Analysis & Testing, Volume 8 : Proceedings of the 38th IMAC, A Conference and Exposition on Structural Dynamics 2020, Vol. 8 (pp 51-59). Houston, TX, USA, 10 February 2020 - 10 February 2020.
- . EURODYN 2020: Proceedings of the XI International Conference on Structural Dynamics, Vol. 2 (pp 3816-3831). Athens, Greece, 23 November 2020 - 23 November 2020.
- . Rotating Machinery, Optical Methods & Scanning LDV Methods: Proceedings of the 38th IMAC, A Conference and Exposition on Structural Dynamics 2020, Vol. 6 (pp 109-114). Houston, Texas, 10 February 2020 - 10 February 2020.
- . Dynamics of Civil Structures : Proceedings of the 38th IMAC, Vol. 2 (pp 201-212). Houston, Texas, 10 February 2020 - 10 February 2020.
- On decision-making for adaptive models combining physics and data. Proceedings of ISMA 2020 - International Conference on Noise and Vibration Engineering and USD 2020 - International Conference on Uncertainty in Structural Dynamics (pp 3623-3637). Virtual Conference, Leuven, Belgium, 7 September 2020 - 7 September 2020.
- Lamb wave mode separation using dispersion curves. Proceedings of ISMA 2020 International Conference on Noise and Vibration Engineering and Usd 2020 International Conference on Uncertainty in Structural Dynamics (pp 2891-2898)
- . Proceedings of the XI International Conference on Structural Dynamics (pp 3846-3864), 23 November 2020 - 26 November 2020.
- . EURODYN 2020: Proceedings of the XI International Conference on Structural Dynamics (pp 3832-3845). Athens, Greece, 23 November 2020 - 23 November 2020.
- Uncertainty quantification framework for structural model of wind turbine blades. Proceedings of the International Conference on Structural Dynamic Eurodyn, Vol. 2 (pp 3911-3920)
- A spatiotemporal dual Kalman filter for the estimation of states and distributed inputs in dynamical systems. Proceedings of ISMA 2020 International Conference on Noise and Vibration Engineering and Usd 2020 International Conference on Uncertainty in Structural Dynamics (pp 3591-3597)
- Power mapping : a wind turbine performance indicator in population-based structural health monitoring. Proceedings of ISMA2020 including USD2020 (pp 3863-3869). Leuven, Belgium, 7 September 2020 - 7 September 2020.
- On the quantification of structural uncertainties of blades and their effect on wind turbine loads. Proceedings of ISMA 2020 International Conference on Noise and Vibration Engineering and Usd 2020 International Conference on Uncertainty in Structural Dynamics (pp 3853-3862)
- A sparse Bayesian approach to model structure selection and parameter estimation of dynamical systems using spike-and-slab priors. Proceedings of ISMA 2020 International Conference on Noise and Vibration Engineering and Usd 2020 International Conference on Uncertainty in Structural Dynamics (pp 3639-3653)
- . Structural Health Monitoring 2019: Enabling Intelligent Life-Cycle Health Management for Industry Internet of Things (IIOT), Vol. 2 (pp 2357-2366), 10 September 2019 - 10 September 2019.
- Gaussian processes for structural health monitoring of wind turbine blades. Proceedings, 12th International Workshop on Structural Health Monitoring(12) (pp 2744-2751). Stanford, California, USA, 10 September 2019 - 10 September 2019.
- . Journal of Physics: Conference Series, Vol. 1264(1). Valpre, Lyon, France, 15 April 2019 - 15 April 2019.
- . Journal of Physics: Conference Series, Vol. 1264. Valpre, Lyon, France, 15 April 2019 - 15 April 2019.
- . Journal of Physics: Conference Series, Vol. 1264. Valpre, Lyon, France, 15 April 2019 - 15 April 2019.
- A Gaussian process form for population-based structural health monitoring. Proceedings of the 13th International Conference on Damage Assessment of Structures. Porto, Portugal, 9 July 2019 - 9 July 2019.
- . Model Validation and Uncertainty Quantification, Volume 3, Vol. 3 (pp 285-295). Reno, NV, USA, 3 June 2019 - 3 June 2019.
- . Model Validation and Uncertainty Quantification, Volume 3, Vol. 3 (pp 267-272). Reno, NV, USA, 3 June 2019 - 3 June 2019.
- A nonlinear robust outlier detection approach for SHM. Proceedings of 8th International Operational Modal Analysis Conference (IOMAC 2019) (pp 107-114). Copenhagen, Denmark, 13 May 2019 - 13 May 2019.
- . Structural Health Monitoring, Photogrammetry & DIC : Proceedings of the 36th IMAC, A Conference and Exposition on Structural Dynamics 2018, Vol. 6 (pp 141-151). Orlando, FL, USA, 12 February 2018 - 12 February 2018.
- Statistical analysis of damage indicators based on ultrasonic testing with embedded piezoelectric transducers. 9th Eccomas Thematic Conference on Smart Structures and Materials Smart 2019 (pp 251-262)
- . Journal of Physics: Conference Series, Vol. 1106(1). Cambridge, UK, 2 July 2018 - 2 July 2018.
- . Journal of Physics: Conference Series, Vol. 1106. Cambridge, United Kingdom, 2 July 2018 - 2 July 2018.
- . Journal of Physics: Conference Series, Vol. 1106(1). Cambridge, United Kingdom, 2 July 2018 - 2 July 2018.
- Convolutional neural networks for the detection of damaged fasteners in engineering structures. Proceedings of the 9th European workshop on structural health monitoring (EWSHM 2019). Manchester, UK, 10 July 2018 - 10 July 2018.
- . Advances in Manufacturing Technology XXXII, Vol. 8. University of Skövde, Sweden, 11 September 2018 - 11 September 2018.
- (pp 3053-3061)
- Using wavelet level variance and the discrete wavelet transform to monitor postoperative healing of vocal cords. 9th European Workshop on Structural Health Monitoring Ewshm 2018
- Outlier ensembles: An alternative robust method for inclusive outlier analysis with structural health monitoring data. 9th European Workshop on Structural Health Monitoring Ewshm 2018
- A semi-supervised bayesian non-parametric approach to damage detection. 9th European Workshop on Structural Health Monitoring Ewshm 2018
- On NARX models using treed Gaussian processes. Proceedings of ISMA 2018 International Conference on Noise and Vibration Engineering and Usd 2018 International Conference on Uncertainty in Structural Dynamics (pp 2775-2782)
- On the use of pseudo-damage to represent damage to structures in population-based Structural Health Monitoring. Proceedings of ISMA 2018 International Conference on Noise and Vibration Engineering and Usd 2018 International Conference on Uncertainty in Structural Dynamics (pp 3709-3722)
- Pseudo-faults (or damage metaphors) for SHM: A discussion on their practical use. Proceedings of ISMA 2018 International Conference on Noise and Vibration Engineering and Usd 2018 International Conference on Uncertainty in Structural Dynamics (pp 3825-3835)
- Outlier analysis under uncertainty: Applications to structural health monitoring. Proceedings of ISMA 2018 International Conference on Noise and Vibration Engineering and Usd 2018 International Conference on Uncertainty in Structural Dynamics (pp 4985-4999)
- A Bayesian filtering approach to operational modal analysis with recovery of forcing signals. Proceedings of ISMA 2018 International Conference on Noise and Vibration Engineering and Usd 2018 International Conference on Uncertainty in Structural Dynamics (pp 5181-5194)
- On the structural health monitoring of operational wind turbine blades. Structural Health Monitoring 2017: Real-Time Material State Awareness and Data-Driven Safety Assurance - Proceedings of the 11th International Workshop on Structural Health Monitoring, IWSHM 2017 (pp 2522-2529). Stanford, California, USA, 12 September 2017 - 12 September 2017.
- . 2017 IEEE Symposium Series on Computational Intelligence (SSCI) (pp 1-7), 27 November 2017 - 1 December 2017.
- . Journal of Physics: Conference Series, Vol. 842(1). Kitakyushu, Japan, 10 July 2017 - 10 July 2017.
- . Journal of Physics: Conference Series, Vol. 842(1). Kitakyushu, Japan, 10 July 2017 - 10 July 2017.
- Aspects of Computational Intelligence in Structural Dynamics: Structural Health Monitoring. 2017 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE (SSCI) (pp 1677-1683)
- . Nonlinear Dynamics, Vol. 1 (pp 321-326). Orlando, Florida
- . Nonlinear Dynamics, Vol. 1 (pp 315-320). Orlando, Florida
- Identification of nonlinear dynamical systems using approximate Bayesian computation based on a sequential Monte Carlo sampler. Proceedings of ISMA2016 including USD2016 (pp 2551-2566). Leuven, Belgium, 19 September 2016 - 19 September 2016.
- An exploratory study of the suitability of a wind turbine blade as a nonlinear demonstrator. Proceedings of ISMA2016 including USD2016 (pp 4069-4080). Leuven, Belgium, 19 September 2016 - 19 September 2016.
- Experimental evaluation of environmental effects on a polymer-coated aluminium structure: a time-series analysis and pattern recognition approach. PROCEEDINGS OF ISMA2016 INCLUDING USD2016. Leuven, Belgium
- . Journal of Physics: Conference Series, Vol. 744(012025). Southampton, UK
- On the usage of active learning for SHM. Proceedings of ISMA2016. Leuven, 19 September 2016 - 19 September 2016.
- (pp 191-201)
- (pp 325-345)
- On the validation of nonlinear MDOF system models. Proceedings of ISMA 2016 International Conference on Noise and Vibration Engineering and Usd2016 International Conference on Uncertainty in Structural Dynamics (pp 2785-2796)
- Tool wear prediction and damage detection in milling using hidden Markov models. Proceedings of ISMA 2016 International Conference on Noise and Vibration Engineering and Usd2016 International Conference on Uncertainty in Structural Dynamics (pp 3391-3402)
- Data-based classifiers for identification of aircraft landing characteristics. 8th European Workshop on Structural Health Monitoring Ewshm 2016, Vol. 1 (pp 93-101)
- Data visualization approach for operational loading variations of an aircraft wing box using vibration based damage detection. 8th European Workshop on Structural Health Monitoring Ewshm 2016, Vol. 4 (pp 2893-2902)
- . IFAC-PapersOnLine, Vol. 48(21) (pp 1-17)
- Non-stationary models for predicting strain on aircraft landing gear from flight data measurements. 28th ICAF Symposium – Helsinki, 3–5 June 2015
- . Proceedings of the International Conference on Bio-inspired Systems and Signal Processing (pp 270-276), 12 January 2015 - 15 January 2015.
- Sensitivity Analysis of an Advanced Gas-Cooled Reactor Control Rod Model. Proceedings of ISMA 2014, International Conference on Noise and Vibration Engineering. Leuven, Belgium, 15 September 2014 - 15 September 2014.
- Bayesian Parameter Estimation and Model Selection of a Nonlinear Dynamical System using Reversible Jump Markov Chain Monte Carlo. Proceedings of ISMA 2014, International Conference on Noise and Vibration Engineering. Leuven, Belgium, 15 September 2014 - 15 September 2014.
- (pp 315-335)
- . MATEC Web of Conferences, Vol. 16 (pp 02004-02004)
- Bayesian System Identification of Nonlinear Systems: Informative Training Data through Experimental Design. Proceedings of IMAC XXXII, Conference and Exposition on Structural Dynamics. Orlando, Florida USA, 3 February 2014 - 3 February 2014.
- . Topics in Modal Analysis II, Volume 8 : Proceedings of the 32nd IMAC, A Conference and Exposition on Structural Dynamics, 2014, Vol. 8 (pp 257-265). Orlando, Florida USA, 3 February 2014 - 3 February 2014.
- . Dynamics of Civil Structures, Volume 4 : Proceedings of the 32nd IMAC, A Conference and Exposition on Structural Dynamics, 2014, Vol. 4 (pp 521-528). Orlando, FL, USA, 3 February 2014 - 3 February 2014.
- Bayesian System Identification of Dynamical Systems using Reversible Jump Markov Chain Monte Carlo. Proceedings of IMAC XXXII, Conference and Exposition on Structural Dynamics. Orlando, Florida USA, 3 February 2014 - 3 February 2014.
- Fatigue Crack Detection in Vibrating Structures Using Outlier Detection Analysis. 2014 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM 2014) (pp 2298-2303)
- Aircraft parametric structural load monitoring using Gaussian process regression. 7th European Workshop on Structural Health Monitoring Ewshm 2014 2nd European Conference of the Prognostics and Health Management Phm Society (pp 1933-1940)
- Use of a spatially adaptive thresholding method for the condition monitoring of a wind turbine gearbox. 7th European Workshop on Structural Health Monitoring Ewshm 2014 2nd European Conference of the Prognostics and Health Management Phm Society (pp 496-503)
- Wind turbine structural health monitoring: A short investigation based on SCADA data. 7th European Workshop on Structural Health Monitoring Ewshm 2014 2nd European Conference of the Prognostics and Health Management Phm Society (pp 512-519)
- Autoregressive Gaussian processes for structural damage detection. Proceedings of ISMA 2014 International Conference on Noise and Vibration Engineering and Usd 2014 International Conference on Uncertainty in Structural Dynamics (pp 469-483)
- An experimental investigation of feature complexity and diversity in nominally similar test structures. Proceedings of ISMA 2014 International Conference on Noise and Vibration Engineering and Usd 2014 International Conference on Uncertainty in Structural Dynamics (pp 4665-4674)
- Nonlinear robust regression analysis as a means of exploring SHM data. Proceedings of ISMA 2014 International Conference on Noise and Vibration Engineering and Usd 2014 International Conference on Uncertainty in Structural Dynamics (pp 513-525)
- Sensitivity analysis using a Bayesian mixture of experts model for a bifurcating Duffing oscillator. Proceedings of ISMA 2014 International Conference on Noise and Vibration Engineering and Usd 2014 International Conference on Uncertainty in Structural Dynamics (pp 4437-4452)
- Towards an ontology for verification and validation in structural dynamics. Proceedings of ISMA 2014 International Conference on Noise and Vibration Engineering and Usd 2014 International Conference on Uncertainty in Structural Dynamics (pp 1171-1178)
- Nonlinear modal analysis using pattern recognition. Proceedings of ISMA2014 (pp 3017-3027). KU Leuven, 15 September 2014 - 15 September 2014.
- . Research and Applications in Structural Engineering Mechanics and Computation Proceedings of the 5th International Conference on Structural Engineering Mechanics and Computation Semc 2013 (pp 2309-2314)
- Damage detection in a glass plate using outlier analysis. Key Engineering Materials, Vol. 569-570 (pp 847-853)
- Coulomb friction-induced damping estimation at the crack interface for cantilever-type specimen. 11th International Conference on Recent Advances in Structural Dynamics. Pisa, Italy, 1 July 2013 - 3 July 2013.
- An approach to fault detection using a unified linear Gaussian framework. Structural Health Monitoring 2013 A Roadmap to Intelligent Structures Proceedings of the 9th International Workshop on Structural Health Monitoring Iwshm 2013, Vol. 2 (pp 2752-2759)
- On the Structural Health Monitoring of Repaired Aerospace Structures. STRUCTURAL HEALTH MONITORING 2013, VOLS 1 AND 2 (pp 956-+)
- Auto-Association and Novelty Detection: Truths and Myths?. STRUCTURAL HEALTH MONITORING 2013, VOLS 1 AND 2 (pp 243-250)
- Bayesian Regression Trees as Surrogate Models for the Health Monitoring of Civil Infrastructure. STRUCTURAL HEALTH MONITORING 2013, VOLS 1 AND 2 (pp 351-360)
- Cointegration for the Removal of Environmental and Operational Effects Using a Single Sensor. STRUCTURAL HEALTH MONITORING 2013, VOLS 1 AND 2 (pp 2400-2406)
- Prediction of Landing Gear Loads from Flight Test Data Using Gaussian Process Regression. STRUCTURAL HEALTH MONITORING 2013, VOLS 1 AND 2 (pp 1452-+)
- . Bridge Maintenance Safety Management Resilience and Sustainability Proceedings of the Sixth International Conference on Bridge Maintenance Safety and Management (pp 745-752)
- Applicability of a Markov-chain Monte Carlo method for damage detection on data from the Z-24 and Tamar suspension bridges. Proceedings of the 6th European Workshop Structural Health Monitoring 2012 Ewshm 2012, Vol. 1 (pp 747-754)
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- Experimental study of a number of nonlinear SDOF systems using the restoring force surface method. Proceedings of the International Modal Analysis Conference IMAC, Vol. 1 (pp 757-764)
- Towards an improved wave force equation. 1st Int Offshore and Polar Eng Conf, Vol. 3 (pp 128-134). Edinburgh, UK, 11 August 1991 - 16 August 1991.
- . e-Journal of Nondestructive Testing, Vol. 29(7)
- A risk-based active learning approach to inspection scheduling. Proceedings of the 10th International Conference on Structural Health Monitoring of Intelligent Infrastructure. Porto, Portugal, 30 June 2021 - 30 June 2021.
- . Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018.
- . Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018.
- . Structural Health Monitoring 2019: Enabling Intelligent Life-Cycle Health Management for Industry Internet of Things (IIOT), Vol. 2 (pp 3293-3303). Stanford, CA, USA, 10 September 2019 - 10 September 2019.
- . Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018.
- . Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018.
- . Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018.
- . Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018.
- . Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018.
- . Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018.
- . Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018.
- . Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018.
- . Structural Health Monitoring 2017, 12 September 2017 - 14 September 2017.
- . Structural Health Monitoring 2017, 12 September 2017 - 14 September 2017.
- . Structural Health Monitoring 2017, 12 September 2017 - 14 September 2017.
- . Structural Health Monitoring 2017, 12 September 2017 - 14 September 2017.
- . Structural Health Monitoring 2017, 12 September 2017 - 14 September 2017.
- . Structural Health Monitoring 2017, 12 September 2017 - 14 September 2017.
- . Procedia Engineering, Vol. 199 (pp 1994-2000). University of Rome, Italy, 10 September 2017 - 10 September 2017.
- ABC-NS: a new computational inference method applied to parameter estimation and model selection in structural dynamics. 23 Congrès Français de Mécanique. Lille, France, 28 August 2017 - 28 August 2017.
- . Journal of Physics: Conference Series, Vol. 842(1). Kitakyushu, Japan, 10 July 2017 - 10 July 2017.
- . Journal of Physics: Conference Series, Vol. 842(1). Kitakyushu, Japan, 10 July 2017 - 10 July 2017.
- . Structural Health Monitoring 2015
- . Structural Health Monitoring 2015
- . Structural Health Monitoring 2015
- Performance of linear and nonlinear resonant frequency energy harvesters under uncertain loading conditions. PROCEEDINGS OF ISMA2010 - INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING INCLUDING USD2010 (pp 4775-4789). Leuven, BELGIUM, 20 September 2010 - 22 September 2010.
- Performance of linear and nonlinear resonant frequency energy harvesters under uncertain loading conditions. International Conference on Noise and Vibration Engineering, September 2010.
Presentations
- . The Octagon Centre, University of Sheffield.
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Preprints
- , arXiv.
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- Population-based wind farm monitoring based on a spatial autoregressive approach.
- , arXiv.
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- , Elsevier BV.
- , arXiv.
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- Grants
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- ARTIMA, funded by European Commission, 12/2004 - 11/2007; £291022 (50%)
- "Characterisation of damage in Complex Structures by Acoustic Emission During Fatigue Testing", funded by EPSRC, 07/2005 - 06/2008; £78,492 (50%)
- Smart Sensing for Structural Health Monitoring, funded by ESPRC, 11/2006 - 10/2009, £230,400
- Uncertainty Propagation in Structures, Systems and Processes, funded by ESPRC, 11/2006 - 10/2011; £734193 (25%)
- Teaching activities
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- MEC113 Solids, Liquids and Gases
- MEC409 Signal Processing and Instrumentation
- MEC415 Condition Monitoring