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Journal Articles
- 2024
[j19]Niannian Zheng, Xiaoli Luan
, Yuri A. W. Shardt, Fei Liu:
Dynamic-controlled principal component analysis for fault detection and automatic recovery. Reliab. Eng. Syst. Saf. 241: 109608 (2024)- [j18]Chen Ou, Hongqiu Zhu, Yuri A. W. Shardt, Lingjian Ye, Xiaofeng Yuan, Yalin Wang, Chunhua Yang, Weihua Gui:
Missing-Data Imputation With Position-Encoding Denoising Autoencoders for Industrial Processes. IEEE Trans. Instrum. Meas. 73: 1-11 (2024) - 2021
- [j17]Xiaofeng Yuan, Lin Li, Yuri A. W. Shardt, Yalin Wang, Chunhua Yang:
Deep Learning With Spatiotemporal Attention-Based LSTM for Industrial Soft Sensor Model Development. IEEE Trans. Ind. Electron. 68(5): 4404-4414 (2021) - [j16]Zhiwen Chen, Chang Liu, Steven X. Ding, Tao Peng, Chunhua Yang, Weihua Gui, Yuri A. W. Shardt:
A Just-In-Time-Learning-Aided Canonical Correlation Analysis Method for Multimode Process Monitoring and Fault Detection. IEEE Trans. Ind. Electron. 68(6): 5259-5270 (2021) - 2020
- [j15]Jian Huang, Xu Yang, Yuri A. W. Shardt, Xuefeng Yan:
Fault Classification in Dynamic Processes Using Multiclass Relevance Vector Machine and Slow Feature Analysis. IEEE Access 8: 9115-9123 (2020) - [j14]Xu Yang, Yue Zhang, Yuri A. W. Shardt, Xiaoli Li, Jiarui Cui, Chaonan Tong:
A KPI-Based Soft Sensor Development Approach Incorporating Infrequent, Variable Time Delayed Measurements. IEEE Trans. Control. Syst. Technol. 28(6): 2523-2531 (2020) - 2019
- [j13]Mingzhu Tang, Steven X. Ding, Chunhua Yang, Fanyong Cheng, Yuri A. W. Shardt, Wen Long, Daifei Liu:
Cost-sensitive large margin distribution machine for fault detection of wind turbines. Clust. Comput. 22(Supplement): 7525-7537 (2019) - 2018
- [j12]Pengwei Li, Xu Yang, Yuri A. W. Shardt:
Simultaneous Robust, Decoupled Output Feedback Control for Multivariate Industrial Systems. IEEE Access 6: 6777-6782 (2018) - [j11]Kai Zhang, Kaixiang Peng, Yuri A. W. Shardt:
A Comparison of Different Statistics for Detecting Multiplicative Faults in Multivariate Statistics-Based Fault Detection Approaches. IEEE Access 6: 43808-43823 (2018) - [j10]Yue Zhang, Xu Yang, Yuri A. W. Shardt, Jiarui Cui, Chaonan Tong:
A KPI-Based Probabilistic Soft Sensor Development Approach that Maximizes the Coefficient of Determination. Sensors 18(9): 3058 (2018) - 2017
- [j9]Kai Zhang, Steven X. Ding, Yuri A. W. Shardt, Zhiwen Chen, Kaixiang Peng:
Assessment of T2- and Q-statistics for detecting additive and multiplicative faults in multivariate statistical process monitoring. J. Frankl. Inst. 354(2): 668-688 (2017) - [j8]Yuri A. W. Shardt, Biao Huang:
Parameter-based conditions for closed-loop system identifiability of ARX models with routine operating data. J. Frankl. Inst. 354(2): 722-751 (2017) - [j7]Xu Yang, Jingjing Gao, Yuri A. W. Shardt, Linlin Li, Chaonan Tong:
Parameter Identification and Control Scheme for Monitoring Automatic Thickness Control System with Measurement Delay. J. Control. Sci. Eng. 2017: 1952594:1-1952594:11 (2017) - [j6]Mingzhu Tang, Wen Long, Huawei Wu, Kang Zhang, Yuri A. W. Shardt:
Self-Adaptive Artificial Bee Colony for Function Optimization. J. Control. Sci. Eng. 2017: 4851493:1-4851493:13 (2017) - 2016
- [j5]Siamak Mehrkanoon, Yuri A. W. Shardt, Johan A. K. Suykens, Steven X. Ding:
Estimating the unknown time delay in chemical processes. Eng. Appl. Artif. Intell. 55: 219-230 (2016) - [j4]Shane Dominic, Yuri A. W. Shardt, Steven X. Ding, Hao Luo:
An Adaptive, Advanced Control Strategy for KPI-Based Optimization of Industrial Processes. IEEE Trans. Ind. Electron. 63(5): 3252-3260 (2016) - 2015
- [j3]Yuri A. W. Shardt, Haiyang Hao, Steven X. Ding:
A New Soft-Sensor-Based Process Monitoring Scheme Incorporating Infrequent KPI Measurements. IEEE Trans. Ind. Electron. 62(6): 3843-3851 (2015) - 2013
- [j2]Yuri A. W. Shardt, Biao Huang:
Data quality assessment of routine operating data for process identification. Comput. Chem. Eng. 55: 19-27 (2013) - 2011
- [j1]Yuri A. W. Shardt, Biao Huang:
Closed-loop identification condition for ARMAX models using routine operating data. Autom. 47(7): 1534-1537 (2011)
Conference and Workshop Papers
- 2024
- [c4]Xinrui Gao, Yuri A. W. Shardt, Jiarui Zhao:
A Compact Design for Soft Sensors Based on Information-Bottleneck Theory. ACC 2024: 4446-4451 - [c3]Marcel Aguirre Mehlhorn, Hauke Dierend, Andreas Richter, Yuri A. W. Shardt:
A Stakeholder Analysis of Operational Design Domains of Automated Driving Systems. DATE 2024: 1-2 - 2019
- [c2]Heiko Weiss, Yuri A. W. Shardt, Christoph Ament:
Optimization of Motion Control for a Variably Excited Linear Hybrid Stepper Motor. ICM 2019: 73-78 - 2016
- [c1]Kai Zhang, Yuri A. W. Shardt, Zhiwen Chen, Steven X. Ding, Kaixiang Peng:
A brief survey of different statistics for detecting multiplicative faults in multivariate statistical process monitoring. CDC 2016: 2152-2157
Informal and Other Publications
- 2021
- [i1]Zhiwen Chen, Jiamin Xu, Cesare Alippi, Steven X. Ding, Yuri A. W. Shardt, Tao Peng, Chunhua Yang:
Graph neural network-based fault diagnosis: a review. CoRR abs/2111.08185 (2021)
Coauthor Index
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