D-Index & Metrics Best Publications

D-Index & Metrics

Discipline name D-index D-index (Discipline H-index) only includes papers and citation values for an examined discipline in contrast to General H-index which accounts for publications across all disciplines. Citations Publications World Ranking National Ranking
Electronics and Electrical Engineering D-index 52 Citations 7,234 226 World Ranking 989 National Ranking 111

Research.com Recognitions

Awards & Achievements

2019 - IEEE Fellow For contributions to reliability and maintenance of dynamic systems

Overview

What is he best known for?

The fields of study he is best known for:

  • Statistics
  • Artificial intelligence
  • Control theory

Control theory, Fault detection and isolation, Algorithm, Filter and Nonlinear system are his primary areas of study. His Control theory research incorporates elements of Stability and Network packet. He has researched Fault detection and isolation in several fields, including Reliability engineering, Principal component analysis, Artificial intelligence and Residual.

His Algorithm study combines topics in areas such as Prognostics and Expectation–maximization algorithm. The Prognostics study combines topics in areas such as Data-driven and Econometrics. The study incorporates disciplines such as Kalman filter, Covariance, Discrete time and continuous time and Probabilistic logic in addition to Filter.

His most cited work include:

  • Remaining useful life estimation - A review on the statistical data driven approaches (1062 citations)
  • Remaining Useful Life Estimation Based on a Nonlinear Diffusion Degradation Process (315 citations)
  • Total projection to latent structures for process monitoring (274 citations)

What are the main themes of his work throughout his whole career to date?

Donghua Zhou mainly focuses on Control theory, Fault detection and isolation, Nonlinear system, Algorithm and Reliability engineering. His Control theory research incorporates themes from Control engineering and Network packet. His Network packet research integrates issues from Model predictive control and Stability.

The Fault detection and isolation study which covers Artificial intelligence that intersects with Machine learning. The Algorithm study combines topics in areas such as Covariance and Filter. His work deals with themes such as Iterative learning control and Actuator, which intersect with Control theory.

He most often published in these fields:

  • Control theory (58.40%)
  • Fault detection and isolation (39.28%)
  • Nonlinear system (16.02%)

What were the highlights of his more recent work (between 2019-2021)?

  • Control theory (58.40%)
  • Fault detection and isolation (39.28%)
  • Algorithm (17.31%)

In recent papers he was focusing on the following fields of study:

His scientific interests lie mostly in Control theory, Fault detection and isolation, Algorithm, Discrete time and continuous time and Data mining. The concepts of his Control theory study are interwoven with issues in Estimator and Intermittent fault. The study incorporates disciplines such as Reliability engineering, Control limits and Air brake in addition to Fault detection and isolation.

His Algorithm research includes elements of Key and Markov chain. His Discrete time and continuous time study also includes fields such as

  • Lyapunov function and related Synchronization, Exponential stability and Stability,
  • Complex network together with Actuator fault, Linear matrix, Node, Filtering problem and Filter,
  • Topology which connect with Distributed filtering and Wireless sensor network. The various areas that Donghua Zhou examines in his Nonlinear system study include State and Explained sum of squares.

Between 2019 and 2021, his most popular works were:

  • Quasi-Synchronization of Discrete-Time Lur’e-Type Switched Systems With Parameter Mismatches and Relaxed PDT Constraints (65 citations)
  • Moving Horizon Estimation With Unknown Inputs Under Dynamic Quantization Effects (48 citations)
  • Moving Horizon Estimation of Networked Nonlinear Systems With Random Access Protocol (31 citations)

In his most recent research, the most cited papers focused on:

  • Statistics
  • Artificial intelligence
  • Control theory

Donghua Zhou mostly deals with Control theory, Fault detection and isolation, Estimator, Algorithm and Linear system. In his works, Donghua Zhou undertakes multidisciplinary study on Control theory and Symmetric matrix. His research in Fault detection and isolation intersects with topics in Reliability engineering and Air brake.

Donghua Zhou combines subjects such as Scheduling, Bounded function and Moving horizon estimation with his study of Estimator. His study in Moving horizon estimation is interdisciplinary in nature, drawing from both Artificial neural network, Nonlinear system, Markov chain and Random access. His work in the fields of Algorithm, such as Singular value decomposition, intersects with other areas such as Sensor node.

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Best Publications

Remaining useful life estimation - A review on the statistical data driven approaches

Xiao-Sheng Si;Wenbin Wang;Wenbin Wang;Wenbin Wang;Chang-Hua Hu;Dong-Hua Zhou.
European Journal of Operational Research (2011)

1539 Citations

Remaining Useful Life Estimation Based on a Nonlinear Diffusion Degradation Process

Xiao-Sheng Si;Wenbin Wang;Chang-Hua Hu;Dong-Hua Zhou.
IEEE Transactions on Reliability (2012)

425 Citations

Total projection to latent structures for process monitoring

Donghua Zhou;Gang Li;S. Joe Qin.
Aiche Journal (2009)

378 Citations

A Wiener-process-based degradation model with a recursive filter algorithm for remaining useful life estimation

Xiao-Sheng Si;Wenbin Wang;Chang-Hua Hu;Mao-Yin Chen.
Mechanical Systems and Signal Processing (2013)

355 Citations

Brief paper: Geometric properties of partial least squares for process monitoring

Gang Li;S. Joe Qin;Donghua Zhou.
Automatica (2010)

314 Citations

Fault diagnostics and fault tolerant control

D.H. Zhou;P.M. Frank.
IEEE Transactions on Aerospace and Electronic Systems (1998)

227 Citations

A Review on Recent Development of Spacecraft Attitude Fault Tolerant Control System

Shen Yin;Bing Xiao;Steven X. Ding;Donghua Zhou.
IEEE Transactions on Industrial Electronics (2016)

215 Citations

Event-Based Recursive Distributed Filtering Over Wireless Sensor Networks

Qinyuan Liu;Zidong Wang;Xiao He;D. H. Zhou.
IEEE Transactions on Automatic Control (2015)

186 Citations

A degradation path-dependent approach for remaining useful life estimation with an exact and closed-form solution

Xiao-Sheng Si;Wenbin Wang;Mao-Yin Chen;Chang-Hua Hu.
European Journal of Operational Research (2013)

181 Citations

A survey of event-based strategies on control and estimation

Qinyuan Liu;Zidong Wang;Xiao He;D.H. Zhou.
Systems Science & Control Engineering (2014)

167 Citations

Best Scientists Citing Donghua Zhou

Zidong Wang

Zidong Wang

Brunel University London

Publications: 151

Steven X. Ding

Steven X. Ding

University of Duisburg-Essen

Publications: 74

Bin Jiang

Bin Jiang

Nanjing University of Aeronautics and Astronautics

Publications: 61

Fuad E. Alsaadi

Fuad E. Alsaadi

King Abdulaziz University

Publications: 47

Furong Gao

Furong Gao

Hong Kong University of Science and Technology

Publications: 45

Enrico Zio

Enrico Zio

Politecnico di Milano

Publications: 45

Shen Yin

Shen Yin

Norwegian University of Science and Technology

Publications: 39

S. Joe Qin

S. Joe Qin

City University of Hong Kong

Publications: 39

Peng Shi

Peng Shi

University of Adelaide

Publications: 38

Yurong Liu

Yurong Liu

Yangzhou University

Publications: 35

Qing-Long Han

Qing-Long Han

Swinburne University of Technology

Publications: 33

Jun Hu

Jun Hu

Harbin University of Science and Technology

Publications: 30

Bo Shen

Bo Shen

University of Duisburg-Essen

Publications: 28

Guo-Ping Liu

Guo-Ping Liu

University of South Wales

Publications: 28

Hongli Dong

Hongli Dong

University of Duisburg-Essen

Publications: 28

Guang-Hong Yang

Guang-Hong Yang

Northeastern University

Publications: 27

Profile was last updated on December 6th, 2021.
Research.com Ranking is based on data retrieved from the Microsoft Academic Graph (MAG).
The ranking d-index is inferred from publications deemed to belong to the considered discipline.

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