1
TITLE: On the Effect of Loss Function in GAN Based Data Augmentation for Fault Diagnosis of an Industrial Robot
AUTHORS: Ziqiang Pu; Chuan Li; José Valente de Oliveira ;
PUBLISHED: 2024, SOURCE: Applications of Generative AI
INDEXED IN: Scopus CrossRef
2
TITLE: Generative adversarial one-shot diagnosis of transmission faults for industrial robots
AUTHORS: Pu, Ziqiang; Cabrera, Diego; Bai, Yun; Li, Chuan;
PUBLISHED: 2023, SOURCE: ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, VOLUME: 83
INDEXED IN: Scopus WOS
3
TITLE: A One-Class Generative Adversarial Detection Framework for Multifunctional Fault Diagnoses
AUTHORS: Pu, ZQ; Cabrera, D; Bai, Y; Li, CA;
PUBLISHED: 2022, SOURCE: IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, VOLUME: 69, ISSUE: 8
INDEXED IN: WOS
4
TITLE: Fusing convolutional generative adversarial encoders for 3D printer fault detection with only normal condition signals  Full Text
AUTHORS: Li, C; Cabrera, D; Sancho, F; Sanchez, RV; Cerrada, M; Long, JY; de Oliveira, JV ;
PUBLISHED: 2021, SOURCE: MECHANICAL SYSTEMS AND SIGNAL PROCESSING, VOLUME: 147
INDEXED IN: Scopus WOS CrossRef: 22
5
TITLE: Regression modeling for enterprise electricity consumption: A comparison of recurrent neural network and its variants
AUTHORS: Yun Bai; Jingjing J Xie; Chao Liu; Ying Tao; Bo Zeng; Chuan Li;
PUBLISHED: 2021, SOURCE: INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, VOLUME: 126
INDEXED IN: Scopus WOS
6
TITLE: Fault Diagnosis for Wind Turbine Gearboxes by Using Deep Enhanced Fusion Network
AUTHORS: Ziqiang Q Pu; Chuan Li; Shaohui H Zhang; Yun Bai;
PUBLISHED: 2021, SOURCE: IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, VOLUME: 70
INDEXED IN: Scopus WOS
7
TITLE: A manufacturing quality prediction model based on AdaBoost-LSTM with rough knowledge  Full Text
AUTHORS: Bai, Y; Xie, JJ; Wang, DQ; Zhang, WJ; Li, C;
PUBLISHED: 2021, SOURCE: COMPUTERS & INDUSTRIAL ENGINEERING, VOLUME: 155
INDEXED IN: Scopus WOS
8
TITLE: Forecasting Bus Passenger Flows by Using a Clustering-Based Support Vector Regression Approach
AUTHORS: Chuan Li; Xiaodan D Wang; Zhiwei W Cheng; Yun Bai;
PUBLISHED: 2020, SOURCE: IEEE ACCESS, VOLUME: 8
INDEXED IN: Scopus WOS
9
TITLE: A Deep Regression Model with Low-Dimensional Feature Extraction for Multi-Parameter Manufacturing Quality Prediction
AUTHORS: Jun Deng; Yun Bai; Chuan Li;
PUBLISHED: 2020, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 10, ISSUE: 7
INDEXED IN: WOS
10
TITLE: Exploiting Generative Adversarial Networks as an Oversampling Method for Fault Diagnosis of an Industrial Robotic Manipulator
AUTHORS: Pu, ZQ; Cabrera, D; Sanchez, RV; Cerrada, M; Li, C; de Oliveira, JV ;
PUBLISHED: 2020, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 10, ISSUE: 21
INDEXED IN: Scopus WOS CrossRef: 10
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