Yuan Yao

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 21

Top Topics

Sparsity Constraints

Defect Detection

Locality Preserving

Top Venues

IEEE Trans. Ind. Informatics

IEEE Trans. Instrum. Meas.

Comput. Chem. Eng.

Publications

Jianguo Wang, Rui Chen, Xiang-Yun Ye, Zhong-Tao Xie, Yuan Yao, Li-Lan Liu
A hierarchical granger causality analysis framework based on information of redundancy for root cause diagnosis of process disturbances. Comput. Chem. Eng. 182 (2024)
Zhen-Feng Jiang, Xi-Zhan Wei, Jia-Lin Kang, David Shan-Hill Wong, Yuan Yao, Yao-Chen Chuang, Shi-Shang Jang, John Di-Yi Ou
Deep learning model predictive control of a high-density polyethylene reactor with a physics-guided sequence-to-sequence model with memory. Comput. Chem. Eng. 189 (2024)
Junhua Zheng, Yangxuan Liu, Yi Liu, Beiping Hou, Yuan Yao, Le Zhou
Semi-Supervised Process Data Regression and Application Based on Latent Factor Analysis Model. IEEE Trans. Instrum. Meas. 72 (2023)
Kaixin Liu, Mingkai Zheng, Yi Liu, Jianguo Yang, Yuan Yao
Deep Autoencoder Thermography for Defect Detection of Carbon Fiber Composites. IEEE Trans. Ind. Informatics 19 (5) (2023)
Yi Liu, Fumin Wang, Zhili Jiang, Stefano Sfarra, Kaixin Liu, Yuan Yao
Generative Deep Learning-Based Thermographic Inspection of Artwork. Sensors 23 (14) (2023)
Yi Liu, Yuxin Jiang, Zengliang Gao, Kaixin Liu, Yuan Yao
Convolutional Neural Network-Based Machine Vision for Non-Destructive Detection of Flooding in Packed Columns. Sensors 23 (5) (2023)
Vasiliki Dritsa, Noemi Orazi, Yuan Yao, Stefano Paoloni, Maria Koui, Stefano Sfarra
Thermographic Imaging in Cultural Heritage: A Short Review. Sensors 22 (23) (2022)
Wei Liu, Beiping Hou, Yuan Yao, Le Zhou
Signal Enhancement in Defect Detection of CFRP Material Using a Combination of Difference of Gaussian Convolutions and Sparse Principal Component Thermography. IEEE Access 10 (2022)
Yiling Huang, Banghua Yang, Zhaokun Wang, Yuan Yao, Mengdie Xu, Xinxing Xia
Brain Controlled Manipulator System Based on Improved Target Detection and Augmented Reality Technology. HBAI@IJCAI (2022)
Kaixin Liu, Qing Yu, Yi Liu, Jianguo Yang, Yuan Yao
Convolutional Graph Thermography for Subsurface Defect Detection in Polymer Composites. IEEE Trans. Instrum. Meas. 71 (2022)
Katherine Tu, Clemente Ibarra-Castanedo, Stefano Sfarra, Yuan Yao, Xavier P. V. Maldague
Multiscale Analysis of Solar Loading Thermographic Signals for Wall Structure Inspection. Sensors 21 (8) (2021)
Hongying Deng, Keyun Yang, Yi Liu, Shengchang Zhang, Yuan Yao
Actively Exploring Informative Data for Smart Modeling of Industrial Multiphase Flow Processes. IEEE Trans. Ind. Informatics 17 (12) (2021)
Ching-Mei Wen, Stefano Sfarra, Gianfranco Gargiulo, Yuan Yao
Thermographic Data Analysis for Defect Detection by Imposing Spatial Connectivity and Sparsity Constraints in Principal Component Thermography. IEEE Trans. Ind. Informatics 17 (6) (2021)
Cheng-Hung Chou, Haibin Wu, Jia-Lin Kang, David Shan-Hill Wong, Yuan Yao, Yao-Chen Chuang, Shi-Shang Jang, John Di-Yi Ou
Physically Consistent Soft-Sensor Development Using Sequence-to-Sequence Neural Networks. IEEE Trans. Ind. Informatics 16 (4) (2020)
Kaixin Liu, Yingjie Li, Jianguo Yang, Yi Liu, Yuan Yao
Generative Principal Component Thermography for Enhanced Defect Detection and Analysis. IEEE Trans. Instrum. Meas. 69 (10) (2020)
Haibin Wu, Kaiyi Zheng, Stefano Sfarra, Yi Liu, Yuan Yao
Multiview Learning for Subsurface Defect Detection in Composite Products: A Challenge on Thermographic Data Analysis. IEEE Trans. Ind. Informatics 16 (9) (2020)
Yi Liu, Kaixin Liu, Jianguo Yang, Yuan Yao
Spatial-Neighborhood Manifold Learning for Nondestructive Testing of Defects in Polymer Composites. IEEE Trans. Ind. Informatics 16 (7) (2020)
Kaixin Liu, Yuwei Tang, Yuan Yao, Yi Liu, Jianguo Yang
Orthogonal Locality Preserving Projections Thermography for Subsurface Defect Detection. CAA SAFEPROCESS (2019)
Jinlin Zhu, Yuan Yao, Furong Gao
Transfer of Qualitative and Quantitative Knowledge for Similar Batch Process Monitoring. IEEE Access 6 (2018)
Jin-Yi Wu, Stefano Sfarra, Yuan Yao
Sparse Principal Component Thermography for Subsurface Defect Detection in Composite Products. IEEE Trans. Ind. Informatics 14 (12) (2018)
Chunhui Zhao, Furong Gao, Yuan Yao, Zhixing Cao, Yongji Fu
Fault Detection, Isolation, and Prognosis for Complex System. J. Control. Sci. Eng. 2018 (2018)
Linkai Luo, Yuan Yao, Furong Gao
Iterative improvement of parameter estimation for model migration by means of sequential experiments. Comput. Chem. Eng. 73 (2015)
Bai Li, Yuan Yao
An edge-based optimization method for shape recognition using atomic potential function. Eng. Appl. Artif. Intell. 35 (2014)
Yuan Yao, Furong Gao
A survey on multistage/multiphase statistical modeling methods for batch processes. Annu. Rev. Control. 33 (2) (2009)