Tuning-Free Bayesian Estimation Algorithms for Faulty Sensor Signals in State-Space

Sensor Fault Estimation in a Probabilistic Framework for Industrial Processes and its Applications

(2021) Chen Xu et al.   IEEE Transactions on Industrial Informatics

A Review on Soft Sensors for Monitoring, Control, and Optimization of Industrial Processes

(2020) Yuchen Jiang et al.   IEEE SENSORS JOURNAL

Online Probabilistic Estimation of Sensor Faulty Signal in Industrial Processes and Its Applications

(2020) Shunyi Zhao et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

A review of data-driven fault detection and diagnosis methods: applications in chemical process systems

(2019) Norazwan Md Nor et al.   REVIEWS IN CHEMICAL ENGINEERING

Probabilistic Monitoring of Correlated Sensors for Nonlinear Processes in State Space

(2019) Shunyi Zhao et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

An Improved Iterative FIR State Estimator and Its Applications

(2019) Shunyi Zhao et al.   IEEE Transactions on Industrial Informatics

A Novel Adaptive Kalman Filter With Inaccurate Process and Measurement Noise Covariance Matrices

(2018) Yulong Huang et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

Probabilistic Monitoring of Sensors in State-Space with Variational Bayesian Inference

(2018) Shunyi Zhao et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Estimation of KL Divergence: Optimal Minimax Rate

(2018) Yuheng Bu et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Iterative Maximum Likelihood FIR Estimation of Dynamic Systems With Improved Robustness

(2018) Shunyi Zhao et al.   IEEE-ASME TRANSACTIONS ON MECHATRONICS

Variational Bayesian Adaptive Cubature Information Filter Based on Wishart Distribution

(2017) Peng Dong et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

Critical-to-Fault-Degradation Variable Analysis and Direction Extraction for Online Fault Prognostic

(2017) Chunhui Zhao et al.   IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

A Nonlinear Process Monitoring Approach With Locally Weighted Learning of Available Data

(2017) Shen Yin et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Clamping force estimation based on hysteresis modeling for electro-mechanical brakes

(2017) Giseo Park et al.   INTERNATIONAL JOURNAL OF AUTOMOTIVE TECHNOLOGY

An Advanced PLS Approach for Key Performance Indicator Related Prediction and Diagnosis in Case of Outliers

(2015) Xiaochen Xie et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Fault Detection and Estimation for Electromechanical Brake Systems Using Parity Space Approach

(2014) Woohyun Hwang et al.   JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME

Sensor fault estimation and tolerant control for Itô stochastic systems with a descriptor sliding mode approach

(2013) Ming Liu et al.   AUTOMATICA

From Model, Signal to Knowledge: A Data-Driven Perspective of Fault Detection and Diagnosis

(2013) Xuewu Dai et al.   IEEE Transactions on Industrial Informatics

Optimal fault detection for linear discrete time-varying systems

(2010) Maiying Zhong et al.   AUTOMATICA

Recursive Noise Adaptive Kalman Filtering by Variational Bayesian Approximations

(2009) S. Sarkka et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

Variable-Structure Multiple-Model Approach to Fault Detection, Identification, and Estimation

(2008) J. Ru et al.   IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

Variational Bayesian Filtering

(2008) V. Smidl et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Risk-sensitive filtering for jump Markov linear systems

(2007) Umut Orguner et al.   AUTOMATICA