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Y

Yuri A.W. Shardt

Technische Universitat Ilmenau

22H-index
162Paper Count
2.2KCitation Count
Published Papers 48
Publication Date
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Sign-perturbed sums method for multivariate ARX systems
errAutomatica
IF5.9
err2026-02-02
err0
PREAI
errMasanori Oshima; Sanghong Kim; Yuri A.W. Shardt; Ken-Ichiro Sotowa
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errSave
Latent Probabilistic Dynamic Embedding Supervised Deep Networks With Graph-Guiding for Soft Sensing in Industrial Process
errIEEE Transactions on Automation Science and Engineering
IF6.4
err2026-01-01
err0
PREAI
errZhang, Zhengxuan; Yang, Xu; Huang, Jian; Shardt, Yuri A. W.; Cui, Jiarui; Li, Qing
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errSave
Soft sensor for nonuniform sampling nonlinear dynamic process using irregular-time-interval latent probabilistic predictability embedding supervised deep network
errISA Transactions
IF6.5
err2025-11-08
err0
PREAI
errZhengxuan Zhang; Xu Yang; Yuri A.W. Shardt; Jingjing Gao; Jiarui Cui
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errSave
Nonasymptotic D-optimal design of experiments for identification using sign-perturbed sums: Validation with simulations and experiments
errControl Engineering Practice
IF4.6
err2025-09-04
err0
errOAAI
errMasanori Oshima; Sanghong Kim; Yuri A.W. Shardt; Ken-Ichiro Sotowa
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errSave
Graph-based predictable deep transfer network for soft sensing of dynamic industrial processes
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2025-06-01
err0
PREAI
errZhang, Zhengxuan; Yang, Xu; Huang, Jian; Shardt, Yuri A. W.
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errSave
Quality-Driven Regularization for Deep Learning Networks and Its Application to Industrial Soft Sensors
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2025-03-01
err72
PREAI
errOu, Chen; Zhu, Hongqiu; Shardt, Yuri A. W.; Ye, Lingjian; Yuan, Xiaofeng; Wang, Yalin; Yang, Chunhua
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errSave
May the ODD Be With You: A Stakeholder Analysis on Operational Design Domains of Automated Driving Systems
errIEEE Open Journal of Intelligent Transportation Systems
IF5.3
err2025-01-01
err0
errOAAI
errMarcel Aguirre Mehlhorn; Hauke Dierend; Andreas Richter; Yuri A. W. Shardt
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errSave
Layer-wise-residual-driven approach for soft sensing in composite dynamic system based on slow and fast time-varying latent variables
errCHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
IF3.8
err2024-11-01
err0
PREAI
errZhang, Zhengxuan; Yang, Xu; Huang, Jian; Shardt, Yuri A. W.
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errSave
Supervised probabilistic dynamic-controlled latent-variable model for quality pattern prediction and optimisation
errISA TRANSACTIONS
IF6.5
err2024-10-01
err0
errOAAI
errZheng, Niannian; Shardt, Yuri A. W.; Luan, Xiaoli; Liu, Fei
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errSave
A remaining useful life prediction algorithm incorporating real-time and integrated model for hidden actuator degradation
errISA TRANSACTIONS
IF6.5
err2024-08-01
err3
PREAI
errWu, Xia; Yang, Xu; Huang, Jian; Shardt, Yuri A. W.
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errSave
Dynamic-Controlled Bayesian Network for Process Pattern Modeling and Optimization
errINDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF3.9
err2024-04-02
err0
errOAAI
errZheng, Niannian; Luan, Xiaoli; Shardt, Yuri A. W.; Liu, Fei
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errSave
Targeted excitation and re-identification methods for multivariate process and model predictive control
errJOURNAL OF PROCESS CONTROL
IF3.9
err2024-04-01
err0
PREAI
errOshima, Masanori; Kim, Sanghong; Shardt, Yuri A. W.; Sotowa, Ken-Ichiro
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errSave
Missing-Data Imputation With Position-Encoding Denoising Autoencoders for Industrial Processes
errIEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
IF5.9
err2024-01-01
err2
PREAI
errOu, Chen; Zhu, Hongqiu; Shardt, Yuri A. W.; Ye, Lingjian; Yuan, Xiaofeng; Wang, Yalin; Yang, Chunhua; Gui, Weihua
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errSave
Dynamic-controlled principal component analysis for fault detection and automatic recovery
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2024-01-01
err5
PREAI
errZheng, Niannian; Luan, Xiaoli; Shardt, Yuri A. W.; Liu, Fei
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errSave
Data-driven nonlinear system identification of blood glucose behaviour in Type I diabetics
errCONTROL ENGINEERING PRACTICE
IF4.6
err2023-03-01
err3
PREAI
errSanthakumaran, Sarmilan; Shardt, Yuri A. W.
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errSave
One-Variable Attack on the Industrial Fault Classification System and Its Defense
errENGINEERING
IF11.6
err2022-12-01
err1
errOAAI
errZhuo, Yue; Shardt, Yuri A. W.; Ge, Zhiqiang
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errSave
EVOLVEmiddotINFOMAX: An Unsupervised Learning Principle of Invariances for Nonlinear Dynamic Systems
errINDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF3.9
err2022-11-30
err11
PREAI
errGao, Xinrui; Shardt, Yuri A. W.
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errSave
Error-Driven Chained Multiple-Subnetwork Echo State Network for Time-Series Prediction
errIEEE SENSORS JOURNAL
IF4.5
err2022-10-15
err9
PREAI
errHuang, Jian; Li, Yiran; Shardt, Yuri A. W.; Qiao, Liang; Shi, Mingrui; Yang, Xu
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errSave
Active nonstationary variables selection based just-in-time co-integration analysis and slow feature analysis monitoring approach for dynamic processes
errJOURNAL OF PROCESS CONTROL
IF3.9
err2022-09-01
err12
PREAI
errHuang, Jian; Sun, Xiaoyang; Yang, Xu; Shardt, Yuri A. W.
errShare
errSave
Dynamic system modelling and process monitoring based on long-term dependency slow feature analysis
errJOURNAL OF PROCESS CONTROL
IF3.9
err2021-09-01
err40
PREAI
errGao, Xinrui; Shardt, Yuri A. W.
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errSave

Research Directions

No research directions
Co-authors
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