Advanced Methods for Fault Diagnosis and Fault-Tolerant Control von Ding, Steven X

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A Review on Basic Data-Driven Approaches for Industrial Process Monitoring von Shen Yin, Ding, Steven X., Xiaochen Xie, Hao Luo

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Data Mining and Analytics in the Process Industry: The Role of Machine Learning von Ge, Zhiqiang, Song, Zhihuan, Ding, Steven X., Huang, Biao

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Domain Knowledge Distillation and Supervised Contrastive Learning for Industrial Process Monitoring von Ai, Mingxi, Xie, Yongfang, Ding, Steven X., Tang, Zhaohui, Gui, Weihua

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Data-Driven Distributed Local Fault Detection for Large-Scale Processes Based on the GA-Regularized Canonical Correlation Analysis von Qingchao Jiang, Ding, Steven X., Yang Wang, Xuefeng Yan

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A comparison and evaluation of key performance indicator-based multivariate statistics process monitoring approaches von Zhang, Kai, Hao, Haiyang, Chen, Zhiwen, Ding, Steven X., Peng, Kaixiang

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Deep Convolutional Clustering-Based Time Series Anomaly Detection von Chadha, Gavneet Singh, Islam, Intekhab, Schwung, Andreas, Ding, Steven X

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A data‐driven distributed fault diagnosis scheme for large‐scale systems based on correlation analysis von Li, Zhennan, Li, Linlin, Ding, Steven X.

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Improved canonical correlation analysis-based fault detection methods for industrial processes von Chen, Zhiwen, Zhang, Kai, Ding, Steven X., Shardt, Yuri A.W., Hu, Zhikun

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Optimization of DEM parameters using multi-objective reinforcement learning von Westbrink, Fabian, Elbel, Alexander, Schwung, Andreas, Ding, Steven X.

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A Survey of Fault Diagnosis and Fault-Tolerant Techniques-Part II: Fault Diagnosis With Knowledge-Based and Hybrid/Active Approaches von Zhiwei Gao, Cecati, Carlo, Ding, Steven X.

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Data-Driven Fault Diagnosis for Traction Systems in High-Speed Trains: A Survey, Challenges, and Perspectives von Chen, Hongtian, Jiang, Bin, Ding, Steven X., Huang, Biao

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Adaptive Backstepping Based Fault-tolerant Control for High-speed Trains with Actuator Faults von Liu, Shangkun, Jiang, Bin, Mao, Zehui, Ding, Steven X.

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Fault Diagnosis for Linear Discrete Time-Varying Systems and Its Applications von Zhong, Maiying, Xue, Ting, Ding, Steven X, Zhou, Donghua

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A Survey of Fault Diagnosis and Fault-Tolerant Techniques-Part I: Fault Diagnosis With Model-Based and Signal-Based Approaches von Zhiwei Gao, Cecati, Carlo, Ding, Steven X.

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An Intelligent Fault Diagnosis Method Using Unsupervised Feature Learning Towards Mechanical Big Data von Lei, Yaguo, Jia, Feng, Lin, Jing, Xing, Saibo, Ding, Steven X.

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H−/H∞ fault detection filter design for discrete-time Takagi–Sugeno fuzzy system von Chadli, Mohammed, Abdo, Ali, Ding, Steven X.

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Interaction-Aware Graph Neural Networks for Fault Diagnosis of Complex Industrial Processes von Chen, Dongyue, Liu, Ruonan, Hu, Qinghua, Ding, Steven X.

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Recent Advances on Fuzzy-Model-Based Nonlinear Networked Control Systems: A Survey von Jianbin Qiu, Huijun Gao, Ding, Steven X.

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Real-time fault diagnosis and fault-tolerant control von Gao, Zhiwei, Ding, Steven X., Cecati, Carlo

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