Dr Yunpeng Zhu

Publications

Publications of specific relevance to the Centre for Intelligent Transport

2025

R3PTL: refine, reuse, and remix – an innovative partial transfer learning framework for intelligent machinery fault diagnosis with sample scarcity
Duan R Cheng L Shen Z Kong X Yu M Liu Z Zhu Y
Mechanical Systems and Signal Processing, Elsevier vol. 237 

DOI 10.1016/j.ymssp.2025.113078

01-08-2025

Transmissibility function analysis for the detection and localization of damage with nonlinear features in MDOF structural systems
Cheng L Lang Z Cigada A Zhu Y
Structural Health Monitoring, Sage Publications 

DOI 10.1177/14759217251336698

24-05-2025

Data driven modelling approach for design assessment of spacecraft equipment
Yu C Zhu Y-P Luo H Luo Z
Applied Mathematical Modelling, Elsevier vol. 140 

DOI 10.1016/j.apm.2024.115859

01-04-2025

Grey-Box Modeling Method for Single Degree of Freedom Nonlinear Vibration Isolation System
Wang Z-A Luo Z Zhu Y-P Zhou G-Z Yu B
Journal of Vibration Testing and System Dynamics, L and H Scientific Publishing vol. 9 (1), 47-61.  

DOI 10.5890/jvtsd.2025.03.003

01-03-2025

Uncertainties of Data-Driven Models: Theory and Application to Condition Monitoring
Zhu Y-P Liu Z Lang Z-Q Laalej H
IEEE Transactions on Instrumentation and Measurement, Institute of Electrical and Electronics Engineers (IEEE) vol. 74, 1-11.  

DOI 10.1109/tim.2025.3580883

01-01-2025

2024

FS-PTL: A unified few-shot partial transfer learning framework for partial cross-domain fault diagnosis under limited data scenarios
Cheng L Qi H Ma R Kong X Zhang Y Zhu Y
Knowledge-Based Systems, Elsevier vol. 305 

DOI 10.1016/j.knosys.2024.112658

01-12-2024

Lifelong Monitoring of Bearing-Rotor Systems Over Whole Life Cycle: An Emerging Paradigm
Zhao Y Liu T Zhu Y-P Liu Z Han Q Ma H
IEEE Transactions on Industrial Informatics, Institute of Electrical and Electronics Engineers (IEEE) vol. 21 (2), 1319-1328.  

DOI 10.1109/tii.2024.3476546

21-10-2024

Structural Damage Detection of Cracked Beams Based on Nonlinear Output Frequency Response Functions and Support Vector Machine
Zhang W Guo X Zhang Y Zhu Y Zhang B Peng Z
In Proceedings of The Tepen International Workshop on Fault Diagnostic and Prognostic, Springer Nature 312-323.  

DOI 10.1007/978-3-031-73407-6_30

20-10-2024

A novel causal feature learning-based domain generalization framework for bearing fault diagnosis with a mixture of data from multiple working conditions and machines
Cheng L Kong X Zhang Y Zhu Y Qi H Zhang J
Advanced Engineering Informatics, Elsevier vol. 62 

DOI 10.1016/j.aei.2024.102622

01-10-2024

Camera-Based Dynamic Vibration Measurement Using CoTracker Model
Cheng L de Groot J Xie K Zhu Y
2024 6th International Conference on Industrial Artificial Intelligence (IAI). vol. 00, 1-4.  

DOI 10.1109/iai63275.2024.10730170

24-08-2024

Parameter Identification of Nonlinear Systems Using Generalized Associated Linear Equations (GALEs)
Zhang W Guo X Zhang B Zhu Y Cheng L Peng Z
2024 6th International Conference on Industrial Artificial Intelligence (IAI). vol. 00, 1-6.  

DOI 10.1109/iai63275.2024.10730096

24-08-2024

Characterisation of complex system Dynamics from data: A probing excitation method
Xu Y Luo Z Wang Z Yang M Zhu Y
2024 6th International Conference on Industrial Artificial Intelligence (IAI). vol. 00, 1-6.  

DOI 10.1109/iai63275.2024.10730022

24-08-2024

Digital twin-based anomaly detection for real-time tool condition monitoring in machining
Liu Z Lang Z-Q Gui Y Zhu Y-P Laalej H
Journal of Manufacturing Systems, Elsevier vol. 75, 163-173.  

DOI 10.1016/j.jmsy.2024.06.004

01-08-2024

A Case Study on Vibration Analysis using DeepONet
Liu H Hedayatrasa S Zhu Y Cheng L
e-Journal of Nondestructive Testing. vol. 29 (7) 

DOI 10.58286/29877

01-07-2024

Fault Diagnosis of the Rolling Bearing by a Multi-Task Deep Learning Method Based on a Classifier Generative Adversarial Network
Shen Z Kong X Cheng L Wang R Zhu Y
Sensors, Mdpi vol. 24 (4) 

DOI 10.3390/s24041290

17-02-2024

An Adaptive Deconvolution Method with Improve Enhanced Envelope Spectrum and Its Application for Bearing Fault Feature Extraction
He F Zheng C Pang C Zhao C Yang M Zhu Y Luo Z Luo H et al.
Sensors, Mdpi vol. 24 (3) 

DOI 10.3390/s24030951

01-02-2024

ANALYSIS OF BILINEAR OSCILLATORS USING GENERALIZED ASSOCIATED LINEAR EQUATIONS AND NONLINEAR OUTPUT FREQUENCY RESPONSE FUNCTIONS
Zhang W Zhang B Guo X Zhang Y Zhu Y
Proceedings of the International Congress on Sound and Vibration. 
01-01-2024

Data-driven approaches in modal analysis of building structures
Si Y Zhu Y Kutz JN Cheng L
Proceedings of ISMA 2024 International Conference on Noise and Vibration Engineering and Usd 2024 International Conference on Uncertainty in Structural Dynamics., 1382-1394.  
01-01-2024

Fast evaluation of generalized associated linear equations (GALEs) for nonlinear systems characterization and compensation
Zhu Y-P Liu Z Zhang W Zhang B
Journal of The Franklin Institute, Elsevier vol. 361 (2), 944-957.  

DOI 10.1016/j.jfranklin.2023.12.037

01-01-2024

Investigative Study of the Effect of Damping and Stiffness Nonlinearities on an Electromagnetic Energy Harvester at Low-Frequency Excitations
Diala U Zhu Y Gunawardena R
Machines, Mdpi vol. 12 (1) 

DOI 10.3390/machines12010030

01-01-2024

A Data-Driven Modelling Approach and Uncertainty Analysis for Rotor System Health Assessment
Zhao Y Zhu Y-P Han Q
In Proceedings of The Unified Conference of Damas, Income and Tepen Conferences (Unified 2023), Springer Nature 247-258.  

DOI 10.1007/978-3-031-49421-5_19

01-01-2024

2023

Vibration Signal-Based Tool Condition Monitoring Using Regularized Sensor Data Modeling and Model Frequency Analysis
Liu Z Lang Z-Q Gui Y Zhu Y-P Laalej H Curtis D
IEEE Transactions on Instrumentation and Measurement, Institute of Electrical and Electronics Engineers (IEEE) vol. 73, 1-13.  

DOI 10.1109/tim.2023.3343825

18-12-2023

Fault Features Uncertainty Quantification With Parameters Uncertainties of Data-Driven Models and Its Application in Rotor Systems Condition Assessment
Zhao Y Zhu Y-P Lin J Han Q Liu Y
IEEE Transactions on Instrumentation and Measurement, Institute of Electrical and Electronics Engineers (IEEE) vol. 73, 1-11.  

DOI 10.1109/tim.2023.3338665

01-12-2023

Lifelong Learning Meets Dynamic Processes: An Emerging Streaming Process Prediction Framework With Delayed Process Output Measurement
Liu T Chen S Yang P Zhu Y Mercangöz M Harris CJ
IEEE Transactions on Control Systems Technology, Institute of Electrical and Electronics Engineers (IEEE) vol. 32 (2), 384-398.  

DOI 10.1109/tcst.2023.3312850

02-10-2023

Fault detection of rotor systems based on Orthogonal Matching Pursuit (OMP) algorithm
Wang Z Luo Z Zhu Y Zhou G Yang M
2023 5th International Conference on Industrial Artificial Intelligence (IAI). vol. 00, 1-6.  

DOI 10.1109/iai59504.2023.10327518

24-08-2023

DMD-T: Thermographic Inspection of Composites using Dynamic Mode Decomposition
Cheng L Zhu Y Kersemans M
2023 5th International Conference on Industrial Artificial Intelligence (IAI). vol. 00, 1-4.  

DOI 10.1109/iai59504.2023.10327539

24-08-2023

A NARX Model-Based Condition Monitoring Method for Rotor Systems
Gao Y Yu C Zhu Y-P Luo Z
Sensors, Mdpi vol. 23 (15) 

DOI 10.3390/s23156878

03-08-2023

The evaluation of Nonlinear Output Frequency Response Functions based on tailored data-driven modelling for rotor condition monitoring
Zhao Y Zhu Y-P Han Q Liu Y
Mechanical Systems and Signal Processing, Elsevier vol. 197 

DOI 10.1016/j.ymssp.2023.110409

01-08-2023

Efficient adaptive deep gradient RBF network for multi-output nonlinear and nonstationary industrial processes
Liu T Chen S Yang P Zhu Y Harris CJ
Journal of Process Control, Elsevier vol. 126, 1-11.  

DOI 10.1016/j.jprocont.2023.04.002

01-06-2023

Design assessments of complex systems based on design oriented modelling and uncertainty analysis
Yu C Zhu Y-P Luo H Luo Z Li L
Mechanical Systems and Signal Processing, Elsevier vol. 188 

DOI 10.1016/j.ymssp.2022.109988

01-04-2023

Analysis and design of non-linear seismic isolation systems for building structures—An overview
Zhu Y-P Lang ZQ Fujita K Takewaki I
Frontiers in Built Environment, Frontiers vol. 8 

DOI 10.3389/fbuil.2022.1084081

05-01-2023

Unsupervised Detection of Tool Breakage: A Novel Approach Based on Time and Sensor Domain Data Analysis
Gui Y Lang Z-Q Liu Z Zhu Y Laalej H Curtis D
IEEE Transactions on Instrumentation and Measurement, Institute of Electrical and Electronics Engineers (IEEE) vol. 72, 1-13.  

DOI 10.1109/tim.2023.3298407

01-01-2023

2022

Time-Sensor Domain Data Decomposition and Analysis for Fault Diagnosis of Cutting Tools
Gui Y Lang Z-Q Liu Z Zhu Y Laalej H
2022 17th International Conference on Control, Automation, Robotics and Vision (ICARCV). vol. 00, 187-192.  

DOI 10.1109/icarcv57592.2022.10004293

13-12-2022

Sensor Data Modeling and Model Frequency Analysis for Detecting Cutting Tool Anomalies in Machining
Liu Z Lang Z-Q Zhu Y-P Gui Y Laalej H Stammers J
IEEE Transactions on Systems Man and Cybernetics Systems, Institute of Electrical and Electronics Engineers (IEEE) vol. 53 (5), 2641-2653.  

DOI 10.1109/tsmc.2022.3218536

10-11-2022

A dynamic poroelastic model for auxetic polyurethane foams involving viscoelasticity and pneumatic damping effects in the linear regime
Zhang Q Yu X Scarpa F Barton D Zhu Y Lang Z-Q Zhang D
Mechanical Systems and Signal Processing, Elsevier vol. 179 

DOI 10.1016/j.ymssp.2022.109375

01-11-2022

Hysteretic behaviour of uniaxially thermoformed auxetic foams under 3-point bending low-frequency vibration
Zhang Q Yu X Scarpa F Barton D Xia Y Shaw A Zhu Y Lang Z-Q
Nonlinear Dynamics, Springer Nature vol. 111 (2), 1019-1045.  

DOI 10.1007/s11071-022-07916-3

03-10-2022

The design of nonlinear damped building isolation systems by using mobility analysis
Zhu Y-P Lang ZQ Fujita K Takewaki I
Frontiers in Built Environment, Frontiers vol. 8 

DOI 10.3389/fbuil.2022.971260

23-09-2022

Analysis of nonlinear vibrations and health assessment of a bearing-rotor with rub-impact based on a data-driven approach
Zhao Y Zhu Y-P Lin J Han Q Liu Y
Journal of Sound and Vibration, Elsevier vol. 534 

DOI 10.1016/j.jsv.2022.117068

01-09-2022

Structural Damage Detection of Spacecraft Equipment Based on Data Driven Modelling and Nonlinear Output Frequency Response Function
Yu C Zhu Y-P Luo H Luo Z
2022 4th International Conference on Industrial Artificial Intelligence (IAI). vol. 00, 1-6.  

DOI 10.1109/iai55780.2022.9976560

27-08-2022

Data-driven Model Based Online Fault Detection Using OMP-ERR
Zhou G Luo Z Zhu Y Gao Y Wang Z
2022 4th International Conference on Industrial Artificial Intelligence (IAI). vol. 00, 1-6.  

DOI 10.1109/iai55780.2022.9976530

27-08-2022

Integrated Identification of the Nonlinear Autoregressive Models With Exogenous Inputs (NARX) for Engineering Systems Design
Kadochnikova A Zhu Y Lang Z-Q Kadirkamanathan V
IEEE Transactions on Control Systems Technology, Institute of Electrical and Electronics Engineers (IEEE) vol. 31 (1), 394-401.  

DOI 10.1109/tcst.2022.3171130

11-05-2022

Impact properties of uniaxially thermoformed auxetic foams
Zhang Q Scarpa F Barton D Zhu Y Lang Z-Q Zhang D Peng H-X
International Journal of Impact Engineering, Elsevier vol. 163 

DOI 10.1016/j.ijimpeng.2022.104176

01-05-2022

Beneficial effects of antisymmetric nonlinear damping with application to energy harvesting and vibration isolation under general inputs
Zhu Y-P Lang ZQ
Nonlinear Dynamics, Springer Nature vol. 108 (4), 2917-2933.  

DOI 10.1007/s11071-022-07444-0

28-04-2022

Analysis of the energy dissipation characteristics of a nonlinear vehicle suspension system
Diala UH Zhu Y Lang Z-Q
2022 UKACC 13th International Conference on Control (CONTROL). vol. 00, 177-182.  

DOI 10.1109/control55989.2022.9781454

22-04-2022

Online Rotor Systems Condition Monitoring Using Nonlinear Output Frequency Response Functions Under Harmonic Excitations
Zhu Y-P Zhao Y-L Lang ZQ Liu Z-P Liu Y
IEEE Transactions on Industrial Informatics, Institute of Electrical and Electronics Engineers (IEEE) vol. 18 (10), 6798-6808.  

DOI 10.1109/tii.2022.3141866

11-01-2022

Nonlinear output frequency response functions: A new evaluation approach and applications to railway and manufacturing systems’ condition monitoring
Zhu Y-P Lang ZQ Mao H-L Laalej H
Mechanical Systems and Signal Processing, Elsevier vol. 163 

DOI 10.1016/j.ymssp.2021.108179

01-01-2022

Modelling and Analysis of Complex System Dynamics Based on Orthogonal Matching Pursuit Algorithm
Journal of Mechanical Engineering, Chinese Journal of Mechanical Engineering vol. 58 (19) 

DOI 10.3901/jme.2022.19.086

01-01-2022

2021

Topological characteristics and mechanical properties of uniaxially thermoformed auxetic foam
Zhang Q Lu W Scarpa F Barton D Rankin K Zhu Y Lang Z-Q Peng H-X
Materials & Design, Elsevier vol. 211 

DOI 10.1016/j.matdes.2021.110139

01-12-2021

The Data-Driven Surrogate Model-Based Dynamic Design of Aeroengine Fan Systems
Zhu Y-P Yuan J Lang ZQ Schwingshackl CW Salles L Kadirkamanathan V
Journal of Engineering For Gas Turbines and Power, Asme International vol. 143 (10) 

DOI 10.1115/1.4049504

09-08-2021

An output-only ARX model-based sensor fusion framework on structural dynamic measurements using distributed optical fiber sensors and fiber Bragg grating sensors
Cheng L Cigada A Lang Z Zappa E Zhu Y
Mechanical Systems and Signal Processing, Elsevier vol. 152 

DOI 10.1016/j.ymssp.2020.107439

01-05-2021

Nonlinear model standardization for the analysis and design of nonlinear systems with multiple equilibria
Zhu Y-P Lang ZQ Guo Y-Z
Nonlinear Dynamics, Springer Nature vol. 104 (3), 2553-2571.  

DOI 10.1007/s11071-021-06429-9

22-04-2021

Modeling of rotating machinery: A novel frequency sweep system identification approach
Li Y Luo Z He F Zhu Y Ge X
Journal of Sound and Vibration, Elsevier vol. 494 

DOI 10.1016/j.jsv.2020.115882

01-03-2021

The analysis and design of nonlinear vibration isolators under both displacement and force excitations
Qiu Y Zhu Y Luo Z Gao Y Li Y
Archive of Applied Mechanics, Springer Nature vol. 91 (5), 2159-2178.  

DOI 10.1007/s00419-020-01875-0

23-01-2021

2020

Optimal Design of Nonlinear Systems by Using the Low Dimension Associated Output Frequency Response Function (AOFRF)
Zhu Y-P Lang ZQ
2020 International Conference on Advanced Mechatronic Systems (ICAMechS). vol. 00, 313-318.  

DOI 10.1109/icamechs49982.2020.9310092

13-12-2020

Dynamics Analysis of Active Variable Stiffness Vibration Isolator for Whole-Spacecraft Systems Based on Nonlinear Output Frequency Response Functions
Xu K Zhang Y Zhu Y Zang J Chen L
Acta Mechanica Solida Sinica, Springer Nature vol. 33 (6), 731-743.  

DOI 10.1007/s10338-020-00198-5

05-11-2020

A Data Driven Condition Monitoring of Chain Type Structures by Using Nonlinear Frequency Analyses
Gao Y Luo Z Zhu Y Qiu Y Li Y
2020 2nd International Conference on Industrial Artificial Intelligence (IAI). vol. 00, 1-6.  

DOI 10.1109/iai50351.2020.9262237

25-10-2020

Impact analysis of the multi-harmonic input splicing way based on the data-driven model
Qiu Y Luo Z Ge X Zhu Y Gao Y
International Journal of Dynamics and Control, Springer Nature vol. 8 (4), 1181-1188.  

DOI 10.1007/s40435-020-00700-4

09-10-2020

A novel method to determine the coupling scaling laws of vibration characteristics for rotor-bearing systems
Zhang W Luo Z Li Y Zhu Y
Journal of Vibration and Control, Sage Publications vol. 27 (21-22), 2630-2641.  

DOI 10.1177/1077546320964020

07-10-2020

The Data Driven Surrogate Model Based Dynamic Design of Aero-Engine Fan Systems
Zhu Y-P Yuan J Lang ZQ Schwingshackl CW Salles L Kadirkamanathan V
Volume 10B: Structures and Dynamics. 

DOI 10.1115/gt2020-14272

21-09-2020

Large stiffness thermoformed open cell foams with auxeticity
Zhang Q Lu W Scarpa F Barton D Lakes RS Zhu Y Lang Z Peng H-X
Applied Materials Today, Elsevier vol. 20 

DOI 10.1016/j.apmt.2020.100775

01-09-2020

An improved transfer-matrix method on steady-state response analysis of the complex rotor-bearing system
Luo Z Bian Z Zhu Y Liu H
Nonlinear Dynamics, Springer Nature vol. 102 (1), 101-113.  

DOI 10.1007/s11071-020-05952-5

01-09-2020

Prediction of Twitter Traffic Based on Machine Learning and Data Analytics
Li F Zhang Z Zhu Y Zhang J
IEEE INFOCOM 2020 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS). vol. 00, 443-448.  

DOI 10.1109/infocomwkshps50562.2020.9162959

06-07-2020

A fast technique using output only to localize and quantify multiple damages for multi-degree-of-freedom systems
Cheng L Fang W Zhu Y
Structural Health Monitoring, Sage Publications vol. 20 (1), 321-338.  

DOI 10.1177/1475921720932817

01-07-2020

Semi-actively Implemented Non-linear Damping for Building Isolation Under Seismic Loadings
Zhu Y-P Lang Z-Q Kawanishi Y Kohiyama M
Frontiers in Built Environment, Frontiers vol. 6 

DOI 10.3389/fbuil.2020.00019

26-02-2020

A new convergence analysis for the Volterra series representation of nonlinear systems
Zhu Y-P Lang ZQ
Automatica, Elsevier vol. 111 

DOI 10.1016/j.automatica.2019.108599

01-01-2020

Context-Aware Proactive 5G Load Balancing and Optimization for Urban Areas
Ma B Yang B Zhu Y Zhang J
IEEE Access, Institute of Electrical and Electronics Engineers (IEEE) vol. 8, 8405-8417.  

DOI 10.1109/access.2020.2964562

01-01-2020

2019

Dynamic design of a nonlinear energy sink with NiTiNOL-steel wire ropes based on nonlinear output frequency response functions
Zhang Y Xu K Zang J Ni Z Zhu Y Chen L
Applied Mathematics and Mechanics, Springer Nature vol. 40 (12), 1791-1804.  

DOI 10.1007/s10483-019-2548-9

09-11-2019

Design of Distortion Similar Model for Thin-Walled Conical Shell and Method for Determining Geometric Interval
Luo Z Zhang YQ Zhu YP Li CS
Dongbei Daxue Xuebao Journal of Northeastern University vol. 40 (11), 1600-1605.  

DOI 10.12068/j.issn.1005-3026.2019.11.015

01-11-2019

A novel data-driven model based parameter estimation of nonlinear systems
Ge X Luo Z Ma Y Liu H Zhu Y
Journal of Sound and Vibration, Elsevier vol. 453, 188-200.  

DOI 10.1016/j.jsv.2019.04.024

01-08-2019

Data Driven Evaluation of Nonlinear Output Frequency Response Functions with Applications to Structural System Fault Diagnosis
Zhu Y-P Lang ZQ Laalej H
2019 1st International Conference on Industrial Artificial Intelligence (IAI). vol. 00, 1-6.  

DOI 10.1109/iciai.2019.8850784

23-07-2019

Prediction of vibration characteristics of blisks using similitude models
Luo Z Wang Y Zhai J Zhu Y Wang D
Mechanics Based Design of Structures and Machines, Taylor & Francis vol. 47 (2), 121-135.  

DOI 10.1080/15397734.2018.1481427

28-01-2019

Analysis and Design of Nonlinear Systems in the Frequency Domain
Zhu Y
 
01-01-2019

Synchronization and Stability of Two Pairs of Reversed Rotating Exciters Mounted on Two Different Rigid Frames
Zhang X Wang Z Zhu Y Xu J Wen B-C
IEEE Access, Institute of Electrical and Electronics Engineers (IEEE) vol. 7, 115348-115367.  

DOI 10.1109/access.2019.2935989

01-01-2019

2018

Identification of the dynamic parametrical model with an iterative orthogonal forward regression algorithm
Liu H Zhu Y Luo Z Wang F
Applied Mathematical Modelling, Elsevier vol. 64, 643-653.  

DOI 10.1016/j.apm.2018.07.061

01-12-2018

Nonlinear Design and Optimisation of a Vibration Energy Harvester
Diala U Gunawardena R Zhu Y Lang Z-Q
2018 UKACC 12th International Conference on Control (CONTROL). vol. 00, 180-185.  

DOI 10.1109/control.2018.8516821

05-09-2018

The analysis of nonlinear systems in the frequency domain using Nonlinear Output Frequency Response Functions
Bayma RS Zhu Y Lang Z-Q
Automatica, Elsevier vol. 94, 452-457.  

DOI 10.1016/j.automatica.2018.04.030

01-08-2018

Comparison of rubbing induced vibration responses using varying-thickness-twisted shell and solid-element blade models
Sun Q Ma H Zhu Y Han Q Wen B
Mechanical Systems and Signal Processing, Elsevier vol. 108, 1-20.  

DOI 10.1016/j.ymssp.2018.02.002

01-08-2018

Fault Detection of Nonlinear Rotor Bearing Systems by Using the Nonlinear Output Frequency Response Functions (NOFRFs)
Zhu Y Lang ZQ Luo Z Gunawardena SRAS
2018 10th International Conference on Modelling, Identification and Control (ICMIC). vol. 00, 1-6.  

DOI 10.1109/icmic.2018.8529999

02-07-2018

Fault Detection of Nonlinear Rotor-Bearing Systems by Using the Nonlinear Output Frequency Response Functions (NOFRFs)
Zhu Y Lang ZQ Luo Z Gunawardena SRAS
2018 10th International Conference on Modelling, Identification and Control (ICMIC). vol. 00, 1-6.  

DOI 10.1109/icmic.2018.8529920

02-07-2018

The effects of linear and nonlinear characteristic parameters on the output frequency responses of nonlinear systems: The associated output frequency response function
Zhu Y Lang ZQ
Automatica, Elsevier vol. 93, 422-427.  

DOI 10.1016/j.automatica.2018.03.070

01-07-2018

Nonlinear damping based semi-active building isolation system
Ho C Zhu Y Lang Z-Q Billings SA Kohiyama M Wakayama S
Journal of Sound and Vibration, Elsevier vol. 424, 302-317.  

DOI 10.1016/j.jsv.2018.03.023

01-06-2018

The NRSF-SVM based method for nonlinear rotor bearing fault diagnosis
Ma Y Luo Z Liu H Zhu Y
2018 Chinese Control And Decision Conference (CCDC)., 3978-3983.  

DOI 10.1109/ccdc.2018.8407814

01-06-2018

Dynamic Parametrical Modeling Method of Nonlinear Systems with Multiple Outputs Based on REFOR Algorithm
LUO Z
Journal of Mechanical Engineering, Chinese Journal of Mechanical Engineering vol. 54 (23) 

DOI 10.3901/jme.2018.23.073

01-01-2018

Optimal design of the inlet temperature based periodic operation of non-isothermal CSTR using nonlinear output frequency response functions
Shi H Lang ZQ Zhu Y Yuan D Wang W
IFAC-PapersOnLine. vol. 51 (18), 620-625.  

DOI 10.1016/j.ifacol.2018.09.355

01-01-2018

2017

The structural simplification of a thin-walled cylindrical shell with sealing teeth and its dynamic similitude design based on transfer matrix method
Luo Z Wang Y Zhu YP Han QK
Journal of Vibration Engineering and Technologies vol. 5 (6), 487-497.  
01-12-2017

Meshing characteristics of spur gear pair under different crack types
Li Z Ma H Feng M Zhu Y Wen B
Engineering Failure Analysis, Elsevier vol. 80, 123-140.  

DOI 10.1016/j.engfailanal.2017.06.012

01-10-2017

PRESS-based EFOR algorithm for the dynamic parametrical modeling of nonlinear MDOF systems
Liu H Zhu Y Luo Z Han Q
Frontiers of Mechanical Engineering, Springer Nature vol. 13 (3), 390-400.  

DOI 10.1007/s11465-017-0459-5

13-09-2017

The NARX Model-Based System Identification on Nonlinear, Rotor-Bearing Systems
Ma Y Liu H Zhu Y Wang F Luo Z
Applied Sciences, Mdpi vol. 7 (9) 

DOI 10.3390/app7090911

05-09-2017

Design of Nonlinear Systems in the Frequency Domain: An Output Frequency Response Function-Based Approach
Zhu Y Lang ZQ
IEEE Transactions on Control Systems Technology, Institute of Electrical and Electronics Engineers (IEEE) vol. 26 (4), 1358-1371.  

DOI 10.1109/tcst.2017.2716379

12-07-2017

Modeling method on dynamic parametrical model of nonlinear multi-degree of freedom systems
Liu H Zhu Y Luo Z Han Q
Journal of Dynamics and Control vol. 15 (1), 15-24.  

DOI 10.6052/1672-6553-2016-031

01-02-2017

Similitude design for the vibration problems of plates and shells: A review
Zhu Y Wang Y Luo Z Han Q Wang D
Frontiers of Mechanical Engineering, Springer Nature vol. 12 (2), 253-264.  

DOI 10.1007/s11465-017-0418-1

23-01-2017

2016

A comprehensive reliability allocation method for series systems based on failure mode and effects analysis transformed functions
Yang Z Liu P Zhu Y Zhang Y
Proceedings of The Institution of Mechanical Engineers Part B Journal of Engineering Manufacture, Sage Publications vol. 230 (12), 2239-2248.  

DOI 10.1177/0954405416673098

25-10-2016

Accurate prediction approach of dynamic characteristics for a rotating thin walled annular plate considering the centrifugal stress requirement
Luo Z Wang Y Zhai J Zhu Y
Journal of Vibroengineering, Jve International vol. 18 (5), 3104-3116.  

DOI 10.21595/jve.2016.16838

15-08-2016

Dynamic Similitude Design Method of the Distorted Model on Variable Thickness Cantilever Plates
Luo Z Zhu Y Liu H Wang D
Applied Sciences, Mdpi vol. 6 (8) 

DOI 10.3390/app6080228

13-08-2016

Analysis of Output Response of Nonlinear Systems Using Nonlinear Output Frequency Response Functions
Zhu Y Lang ZQ
2016 UKACC 11th International Conference on Control (CONTROL)., 1-6.  

DOI 10.1109/control.2016.7737517

01-08-2016

Review and Prospect for Dynamic Similitude Theory and its Applications in the Structure Vibration
LUO Z
Journal of Mechanical Engineering, Chinese Journal of Mechanical Engineering vol. 52 (23) 

DOI 10.3901/jme.2016.23.114

01-01-2016

Dynamic scaling laws of distorted thin-wall cylinder shell scaled model and experimental verification
Luo Z Zhu Y Zhao X Wang D
Journal of Vibration Engineering and Technologies vol. 4 (2), 131-142.  
01-01-2016

Considering the Requirements of Static Strength for the Rotating Straight Blade Similar Experimental Model Design Method
LUO Z
Journal of Mechanical Engineering, Chinese Journal of Mechanical Engineering vol. 52 (9) 

DOI 10.3901/jme.2016.09.079

01-01-2016

A comprehensive reliability allocation method for numerical-controlled lathes based on copula function
Yang Z Zhu YP Zhang YM Ren HR
Binggong Xuebao Acta Armamentarii vol. 37 (1), 131-140.  

DOI 10.3969/j.issn.1000-1093.2016.01.020

01-01-2016

A Comparative Study on the Evaluation of Nonlinear Output Frequency Response Functions (NOFRFs) of Nonlinear Systems
Zhang H Lang ZQ Zhu YP
2016 22ND INTERNATIONAL CONFERENCE ON AUTOMATION AND COMPUTING (ICAC)., 324-329.  
01-01-2016

2015

The Dynamic Similitude Design Method of Thin Walled Structures and Experimental Validation
Luo Z Wang Y Zhu Y Wang D
Shock and Vibration, Hindawi vol. 2016 (1), 1-11.  

DOI 10.1155/2016/6836183

29-12-2015

Determining Dynamic Scaling Laws of Geometrically Distorted Scaled Models of a Cantilever Plate
Luo Z Zhu Y Zhao X Wang D
Journal of Engineering Mechanics, American Society of Civil Engineers (Asce) vol. 142 (4) 

DOI 10.1061/(asce)em.1943-7889.0001028

17-12-2015

Design method and revising strategy of inherent characteristics for dynamical similarity test model of blade
Luo Z Guo J Zhu YP Wang DY
Hangkong Dongli Xuebao Journal of Aerospace Power vol. 30 (7), 1611-1617.  

DOI 10.13224/j.cnki.jasp.2015.07.011

01-07-2015

The similitude design method of thin-walled annular plates and determination of structural size intervals
Luo Z Wang Y Zhu Y Zhao X Wang D
Proceedings of The Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science, Sage Publications vol. 230 (13), 2158-2168.  

DOI 10.1177/0954406215592055

24-06-2015

High-Order Vibrations’ Dynamic Scaling Laws of Distorted Scaled Models of Thin-Walled Short Cylindrical Shells
Luo Z Zhu YP Zhao XY Wang DY
Mechanics Based Design of Structures and Machines, Taylor & Francis vol. 43 (4), 514-534.  

DOI 10.1080/15397734.2015.1044610

22-06-2015

The dynamic similitude design of a thin-walled cylindrical shell by considering the strength requirement
Zhu Y Luo Z Zhao X Wang D
Proceedings of The Institution of Mechanical Engineers Part G Journal of Aerospace Engineering, Sage Publications vol. 230 (2), 234-243.  

DOI 10.1177/0954410015590637

16-06-2015

Comprehensive reliability allocation method for CNC lathes based on cubic transformed functions of failure mode and effects analysis
Yang Z Zhu Y Ren H Zhang Y
Chinese Journal of Mechanical Engineering, Chinese Journal of Mechanical Engineering vol. 28 (2), 315-324.  

DOI 10.3901/cjme.2015.0105.004

14-02-2015

Determination Method of the Structure Size Intervals of Dynamic Distorted Model of Elastic Cantilever Thin Plate
Luo Z Zhu Y Chen X Zhao X
Advances in Mechanical Engineering, Sage Publications vol. 2014, 791047-791047.  

DOI 10.1155/2014/791047

14-02-2015

Structure Size Interval of Sinmilar Test Model of the Laminated Composite Thin-wall Short Cylinder Shell
LUO Z
Journal of Mechanical Engineering, Chinese Journal of Mechanical Engineering vol. 51 (17) 

DOI 10.3901/jme.2015.17.043

01-01-2015

2014

Approximate method in analyzing forced vibration response of rotating short thin-wall cylindrical shells in different boundary conditions
Luo Z Zhu Y Sun N Han Q Wen B
Journal of Vibration Engineering and Technologies vol. 2 (6), 567-579.  
01-12-2014

The Dynamic Similitude Design of a Thin-Wall Cylindrical Shell with Sealing Teeth and Its Geometrically Distorted Model
Luo Z Zhu Y Han Q Wang D
Advances in Mechanical Engineering, Sage Publications vol. 7 (2) 

DOI 10.1155/2014/708902

25-11-2014

Determination method of dynamic distorted scaling laws and applicable structure size intervals of a rotating thin-wall short cylindrical shell
Luo Z Zhu Y Zhao X Wang D
Proceedings of The Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science, Sage Publications vol. 229 (5), 806-817.  

DOI 10.1177/0954406214541645

27-06-2014

Determination method of the structure size interval of dynamically similar models for predicting vibration characteristics of the coated thin plates
Zhu Y Luo Z Zhao X Han Q
Proceedings of The Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science, Sage Publications vol. 229 (1), 59-68.  

DOI 10.1177/0954406214532243

23-04-2014

Study of the Structure Size Interval of Similar Test Model of the Laminated Composite Plate
LUO Z
Journal of Mechanical Engineering, Chinese Journal of Mechanical Engineering vol. 50 (9) 

DOI 10.3901/jme.2014.09.058

01-01-2014

Determination method of the structure size interval of dynamic similar models for predicting vibration characteristics of the isotropic sandwich plates
Luo Z Zhao X Zhu Y Li J
Journal of Vibroengineering vol. 16 (2), 608-622.  
01-01-2014

Investigative Study of the Effect of Damping and Stiffness Nonlinearities on an Electromagnetic Energy Harvester at Low Frequency Excitations
Diala U Zhu Y Gunawardena R
In Preprints.Org 

DOI 10.20944/preprints202311.0930.v1

Grants

Grants of specific relevance to the Centre for Intelligent Transport

Vibration-Based Non-Destructive Testing for metal Additive Manufacturing
Yunpeng Zhu and Chinnapat Panwisawas
£19,695 Dutch Research Council
01-01-2024 - 31-12-2027

Research Group

PhD Students

• Lianyuan Cheng
  Physically Interpretable Machine Learning (Pint-ML) For Digital Analysis and Design of Complex Dynamic Systems.
• Zimpi Komo
  Mirnas Sequence Embedding For Pathway Detection and Selectivity

News