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Liangliang Cheng
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Year
Mahalanobis classification system (MCS) integrated with binary particle swarm optimization for robust quality classification of complex metallic turbine blades
L Cheng, V Yaghoubi, W Van Paepegem, M Kersemans
Mechanical Systems and Signal Processing 146, 107060, 2021
282021
Experimental strain modal analysis for beam-like structure by using distributed fiber optics and its damage detection
L Cheng, G Busca, A Cigada
Measurement Science and Technology 28 (7), 074001, 2017
262017
A novel multi-classifier information fusion based on Dempster–Shafer theory: application to vibration-based fault detection
V Yaghoubi, L Cheng, W Van Paepegem, M Kersemans
Structural Health Monitoring 21 (2), 596-612, 2022
232022
IRT-GAN: A generative adversarial network with a multi-headed fusion strategy for automated defect detection in composites using infrared thermography
L Cheng, Z Tong, S Xie, M Kersemans
Composite Structures 290, 115543, 2022
212022
An analytical perspective about structural damage identification based on transmissibility function
L Cheng, A Cigada
Structural Health Monitoring 19 (1), 142-155, 2020
202020
An output-only ARX model-based sensor fusion framework on structural dynamic measurements using distributed optical fiber sensors and fiber Bragg grating sensors
L Cheng, A Cigada, ZQ Lang, E Zappa, Y Zhu
Mechanical Systems and Signal Processing 152, 2021
162021
Dual-IRT-GAN: A defect-aware deep adversarial network to perform super-resolution tasks in infrared thermographic inspection
L Cheng, K Mathias
Composites Part B: Engineering, 2022
132022
An ensemble classifier for vibration-based quality monitoring
V Yaghoubi, L Cheng, W Van Paepegem, M Kersemans
Mechanical Systems and Signal Processing 165, 108341, 2022
122022
Quality inspection of complex-shaped metal parts by vibrations and an integrated Mahalanobis classification system
L Cheng, V Yaghoubi, W Van Paepegem, M Kersemans
Structural Health Monitoring, 1475921720979707, 2020
112020
Damage detection based on strain transmissibility for beam structure by using distributed fiber optics
L Cheng, G Busca, P Roberto, M Vanali, A Cigada
Structural Health Monitoring & Damage Detection, Volume 7: Proceedings of …, 2017
102017
CNN-DST: Ensemble deep learning based on Dempster–Shafer theory for vibration-based fault recognition
V Yaghoubi, L Cheng, W Van Paepegem, M Kersemans
Structural Health Monitoring 21 (5), 2063-2082, 2022
72022
On the influence of reference Mahalanobis distance space for quality classification of complex metal parts using vibrations
L Cheng, V Yaghoubi, WV Paepegem, M Kersemans
Applied Sciences 10 (23), 8620, 2020
52020
Calibrating static measurement data from distributed fiber optics by the integration of limited FBG sensors based on the extended kernel regression method
L Cheng, A Cigada, ZQ Lang, E Zappa
Measurement Science and Technology 30 (12), 125102, 2019
52019
Data-driven predicting the ignition of polymer-bonded explosives with heterogeneous microcracks
R Liu, LL Cheng, PW Chen, SP Zhu
Journal of Energetic Materials 40 (4), 375-401, 2022
32022
Data preparation for training CNNs: application to vibration-based condition monitoring
V Yaghoubi Nasrabadi, L Cheng, W Van Paepegem, M Kersemans
1st NeurIPS Data-Centric AI workshop (DCAI 2021), 2021
32021
The finite element and experimental analysis of the natural frequency of the cantilever sheet and model verification based on levy method
LL Cheng
Applied Mechanics and Materials 344, 132-135, 2013
32013
A flexible deep learning framework for thermographic inspection of composites
Z Tong, L Cheng, S Xie, M Kersemans
NDT & E International 139, 102926, 2023
22023
Vibration-Based Condition Monitoring By Ensemble Deep Learning
V Yaghoubi, L Cheng, W Van Paepegem, M Keremans
arXiv preprint arXiv:2110.06601, 2021
22021
A fast technique using output only to localize and quantify multiple damages for multi-degree-of-freedom systems
L Cheng, W Fang, Y Zhu
Structural Health Monitoring 20 (1), 321-338, 2021
22021
An efficient parametrized optical infrared thermography 3D finite element framework for computer vision applications
Z Tong, S Hedayatrasa, L Cheng, C Pei, Z Chen, S Xie, M Kersemans
NDT & E International 135, 102787, 2023
12023
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