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Researcher
Liangliang Cheng
Profile
Projects
Publications
Activities
17
Results
2022
An ensemble classifier for vibration-based quality monitoring
Vahid Yaghoubi Nasrabadi
Liangliang Cheng
Wim Van Paepegem
Mathias Kersemans
A1
Journal Article
in
MECHANICAL SYSTEMS AND SIGNAL PROCESSING
2022
CNN-DST: Ensemble deep learning based on Dempster–Shafer theory for vibration-based fault recognition
Vahid Yaghoubi Nasrabadi
Liangliang Cheng
Wim Van Paepegem
Mathias Kersemans
U
Journal Article
in
Structural Health Monitoring
2022
IRT-GAN: A generative adversarial network with a multi-headed fusion strategy for automated defect detection in composites using infrared thermography
Liangliang Cheng
Zongfei Tong
Shejuan Xie
Mathias Kersemans
U
Journal Article
in
Composite Structures
2022
2021
A fast technique using output only to localize and quantify multiple damages for multi-degree-of-freedom systems
Liangliang Cheng
Wenshan Fang
Yunpeng Zhu
A1
Journal Article
in
STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL
2021
An output-only ARX model-based sensor fusion framework on structural dynamic measurements using distributed optical fiber sensors and fiber Bragg grating sensors
Liangliang Cheng
Alfredo Cigada
Ziqiang Lang
Emanuele Zappa
Yunpeng Zhu
A1
Journal Article
in
MECHANICAL SYSTEMS AND SIGNAL PROCESSING
2021
Automated delamination detection in CFRP using flash infrared thermography and deep learning method
Zongfei Tong
Saeid Hedayatrasa
Liangliang Cheng
Shejuan Xie
Mathias Kersemans
C1
Conference
2021
Data preparation for training CNNs : application to vibration-based condition monitoring
Vahid Yaghoubi Nasrabadi
Liangliang Cheng
Wim Van Paepegem
Mathias Kersemans
C1
Conference
2021
Data-driven predicting the ignition of polymer-bonded explosives with heterogeneous microcracks
Rui Liu
Liangliang Cheng
Peng-Wan Chen
Shun-Peng Zhu
A1
Journal Article
in
JOURNAL OF ENERGETIC MATERIALS
2021
Quality inspection of complex-shaped metal parts by vibrations and an integrated Mahalanobis classification system
Liangliang Cheng
Vahid Yaghoubi Nasrabadi
Wim Van Paepegem
Mathias Kersemans
A1
Journal Article
in
STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL
2021
Vibration-based condition monitoring by ensemble deep learning
Vahid Yaghoubi Nasrabadi
Liangliang Cheng
Wim Van Paepegem
Mathias Kersemans
C1
Conference
2021
Vibrational quality classification of metallic turbine blades under measurement uncertainty
Liangliang Cheng
Vahid Yaghoubi Nasrabadi
Wim Van Paepegem
Mathias Kersemans
C1
Conference
2021
2020
An analytical perspective about structural damage identification based on transmissibility function
Liangliang Cheng
Alfredo Cigada
A1
Journal Article
in
STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL
2020
Classifier fusion for vibrational NDT of complex metallic turbine blades
Vahid Yaghoubi Nasrabadi
Liangliang Cheng
Wim Van Paepegem
Mathias Kersemans
P1
Conference
2020
Mahalanobis classification system (MCS) integrated with binary particle swarm optimization for robust quality classification of complex metallic turbine blades
Liangliang Cheng
Vahid Yaghoubi Nasrabadi
Wim Van Paepegem
Mathias Kersemans
A1
Journal Article
in
MECHANICAL SYSTEMS AND SIGNAL PROCESSING
2020
Mahalanobis classification system for quality classification of complex metallic turbine blades
Liangliang Cheng
Vahid Yaghoubi Nasrabadi
Wim Van Paepegem
Mathias Kersemans
P1
Conference
2020
On the influence of reference Mahalanobis distance space for quality classification of complex metal parts using vibrations
Liangliang Cheng
Vahid Yaghoubi Nasrabadi
Wim Van Paepegem
Mathias Kersemans
A1
Journal Article
in
APPLIED SCIENCES-BASEL
2020
2019
Calibrating static measurement data from distributed fiber optics by the integration of limited FBG sensors based on the extended kernel regression method
Liangliang Cheng
Alfredo Cigada
Zi-Qiang Lang
Emanuele Zappa
A1
Journal Article
in
MEASUREMENT SCIENCE AND TECHNOLOGY
2019