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Ziqiang Pu
Observed name:
Pu, Ziqiang
Institution:
Chongqing Technology and Business University
Observed institutions:
Chongqing Technology and Business University,
Zhengzhou University of Light Industry,
University of Algarve
ORCID:
0000-0001-8186-8239
Observed ORCIDs:
0000-0001-8186-8239,
0000-0003-4410-3493
OpenAlex ID:
A5083455297
Improved adversarial learning for fault feature generation of wind turbine gearbox
2021
·
Zhen Guo
, Ziqiang Pu
, et al.
·
Renewable Energy
·
69
A One-Class Generative Adversarial Detection Framework for Multifunctional Fault Diagnoses
2021
·
Ziqiang Pu
, Diego Cabrera
, et al.
·
IEEE Transactions on Industrial Electronics
·
61
Fault Diagnosis for Wind Turbine Gearboxes by Using Deep Enhanced Fusion Network
2020
·
Ziqiang Pu
, Chuan Li
, et al.
·
IEEE Transactions on Instrumentation and Measurement
·
43
From Anomaly Detection to Novel Fault Discrimination for Wind Turbine Gearboxes With a Sparse Isolation Encoding Forest
2022
·
Wenliao Du
, Zhen Guo
, et al.
·
IEEE Transactions on Instrumentation and Measurement
·
37
Channel attention residual transfer learning with LLM fine-tuning for few-shot fault diagnosis in autonomous underwater vehicle propellers
2025
·
Wenliao Du
, Xinlong Yu
, et al.
·
Ocean Engineering
·
33
Carbon price forecasting using leaky integrator echo state networks with the framework of decomposition-reconstruction-integration
2024
·
Yun Bai
, Shuyun Deng
, et al.
·
Energy
·
32
Data augmentation on fault diagnosis of wind turbine gearboxes with an enhanced flow-based generative model
2023
·
Wenliao Du
, Pengxiang Zhu
, et al.
·
Measurement
·
30
Incrementally Generative Adversarial Diagnostics Using Few-Shot Enabled One-Class Learning
2024
·
Ziqiang Pu
, Lijuan Yan
, et al.
·
IEEE Transactions on Industrial Informatics
·
27
Generative adversarial one-shot diagnosis of transmission faults for industrial robots
2023
·
Ziqiang Pu
, Diego Cabrera
, et al.
·
Robotics and Computer-Integrated Manufacturing
·
26
VGAN: Generalizing MSE GAN and WGAN-GP for Robot Fault Diagnosis
2022
·
Ziqiang Pu
, Diego Cabrera
, et al.
·
IEEE Intelligent Systems
·
26
Zero-shot fault diagnosis using soft semantic embedding of diffusion-encoded probability
2025
·
Chuan Li
, Lijuan Yan
, et al.
·
Advanced Engineering Informatics
·
25
Sliced Wasserstein cycle consistency generative adversarial networks for fault data augmentation of an industrial robot
2023
·
Ziqiang Pu
, Diego Cabrera
, et al.
·
Expert Systems with Applications
·
24
Exploiting Generative Adversarial Networks as an Oversampling Method for Fault Diagnosis of an Industrial Robotic Manipulator
2020
·
Ziqiang Pu
, Diego Cabrera
, et al.
·
Applied Sciences
·
23
PDF
Squeeze‐and‐excitation attention residual learning of propulsion fault features for diagnosing autonomous underwater vehicles
2024
·
Wenliao Du
, Xinlong Yu
, et al.
·
Journal of Field Robotics
·
22
Efficient channel attention residual learning for the time-series fault diagnosis of wind turbine gearboxes
2023
·
Wenliao Du
, Zhen Guo
, et al.
·
Measurement Science and Technology
·
22
PDF
A super resolution method based on generative adversarial networks with quantum feature enhancement: Application to aerial agricultural images
2024
·
Khalid El amraoui
, Ziqiang Pu
, et al.
·
Neurocomputing
·
15
Enhancing underwater thruster anomaly detection with support vector glow encoding description
2024
·
Wenliao Du
, Zihan Xiong
, et al.
·
Ocean Engineering
·
12
Bearing Fault Diagnosis Based on Diffusion Model and One-Class Support Vector Machine
2023
·
Lijuan Yan
, Ziqiang Pu
, et al.
·
Prognostics and Health Management Conference (PHM)
·
12
Exploiting graph neural network with one-shot learning for fault diagnosis of rotating machinery
2024
·
Shuai Yang
, Xu Chen
, et al.
·
International Journal of Machine Learning and Cybernetics
·
11
PDF
Dual-loss nonlinear independent component estimation for augmenting explainable vibration samples of rotating machinery faults
2024
·
Xiaoyun Gong
, Mengxuan Hao
, et al.
·
Neurocomputing
·
10
From closed-set to open-set world: A review of rotating machinery fault diagnosis
2026
·
Ziqiang Pu
, Wenliao Du
, et al.
·
Advanced Engineering Informatics
·
9
Diffusion-based digital twin-driven adversarial domain adaptation for fault diagnosis in high-energy beam choppers
2025
·
Chuan Li
, Hongmeng Shen
, et al.
·
Energy
·
7
On the Effect of Loss Function in GAN Based Data Augmentation for Fault Diagnosis of an Industrial Robot
2024
·
Ziqiang Pu
, Chuan Li
, et al.
·
Springer eBooks
·
6
Few-Shot Diffusion Domain Generalization for Diagnosing Joint Reducer Faults in Industrial Robots
2025
·
Chuan Li
, Qiyi Liu
, et al.
·
IEEE Transactions on Instrumentation and Measurement
·
5
Multiscale Convolutional Reservoir Computing for Remaining Useful Life Prediction of Li-ion Batteries
2025
·
Chuan Li
, Gaifang Guo
, et al.
·
IEEE Transactions on Consumer Electronics
·
4
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Works count:
38
Citation count:
595
H-index:
15
I10-index:
20
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