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Computer Science

D-Index
64
Citations
14773
World Ranking
2626
National Ranking
359

Overview

Chunhua Yang is currently affiliated with Central South University in China and has a substantial body of research primarily within the field of Engineering. Their work spans multiple subfields including Control and Systems Engineering, Mechanical Engineering, Artificial Intelligence, Industrial and Manufacturing Engineering, and Computer Vision and Pattern Recognition.

The scientist's research topics emphasize areas such as Fault Detection and Control Systems, Advanced Control Systems Optimization, Mineral Processing and Grinding, Water Quality Monitoring and Analysis, Spectroscopy and Chemometric Analyses, Neural Networks and Applications, and Process Optimization and Integration.

Frequently publishing in established venues, Chunhua Yang has contributed notably to the following journals and platforms:

  • SSRN Electronic Journal
  • IEEE Transactions on Instrumentation and Measurement
  • Control Engineering Practice
  • IFAC-PapersOnLine
  • arXiv (Cornell University)

Some of their recent papers include:

  • Deep Learning With Spatiotemporal Attention-Based LSTM for Industrial Soft Sensor Model Development, 2020, IEEE Transactions on Industrial Electronics
  • Graph Convolutional Network-Based Method for Fault Diagnosis Using a Hybrid of Measurement and Prior Knowledge, 2021, IEEE Transactions on Cybernetics
  • A Just-In-Time-Learning-Aided Canonical Correlation Analysis Method for Multimode Process Monitoring and Fault Detection, 2020, IEEE Transactions on Industrial Electronics
  • Automated Visual Defect Classification for Flat Steel Surface: A Survey, 2020, IEEE Transactions on Instrumentation and Measurement
  • Soft sensor model for dynamic processes based on multichannel convolutional neural network, 2020, Chemometrics and Intelligent Laboratory Systems

The scientist has collaborated frequently with several coauthors, including:

  • Weihua Gui
  • Yonggang Li
  • Bei Sun
  • Keke Huang
  • Xiaojun Zhou

Best Publications

  • Deep Learning-Based Feature Representation and Its Application for Soft Sensor Modeling With Variable-Wise Weighted SAE

    Xiaofeng Yuan;Biao Huang;Yalin Wang;Chunhua Yang

  • Automated Visual Defect Detection for Flat Steel Surface: A Survey

    Qiwu Luo;Xiaoxin Fang;Li Liu;Chunhua Yang

  • Deep Learning With Spatiotemporal Attention-Based LSTM for Industrial Soft Sensor Model Development

    Xiaofeng Yuan;Lin Li;Yuri A. W. Shardt;Yalin Wang

  • A novel deep learning based fault diagnosis approach for chemical process with extended deep belief network.

    Yalin Wang;Zhuofu Pan;Xiaofeng Yuan;Chunhua Yang

  • A Distributed Dynamic Event-Triggered Control Approach to Consensus of Linear Multiagent Systems With Directed Networks

    Wenfeng Hu;Chunhua Yang;Tingwen Huang;Weihua Gui

  • Fault Detection for Non-Gaussian Processes Using Generalized Canonical Correlation Analysis and Randomized Algorithms

    Zhiwen Chen;Steven X. Ding;Tao Peng;Chunhua Yang

  • Set stability and set stabilization of Boolean control networks based on invariant subsets

    Yuqian Guo;Pan Wang;Weihua Gui;Chunhua Yang

  • STATE TRANSITION ALGORITHM

    Xiaojun Zhou;Chunhua Yang;Weihua Gui

  • Non-ferrous metals price forecasting based on variational mode decomposition and LSTM network

    Yishun Liu;Chunhua Yang;Keke Huang;Weihua Gui

  • Hierarchical Quality-Relevant Feature Representation for Soft Sensor Modeling: A Novel Deep Learning Strategy

    Xiaofeng Yuan;Jiao Zhou;Biao Huang;Yalin Wang

  • Graph Convolutional Network-Based Method for Fault Diagnosis Using a Hybrid of Measurement and Prior Knowledge.

    Zhiwen Chen;Jiamin Xu;Tao Peng;Chunhua Yang

  • Passivity-Based Asynchronous Sliding Mode Control for Delayed Singular Markovian Jump Systems

    Fanbiao Li;Chenglong Du;Chunhua Yang;Weihua Gui

  • Stability and Set Stability in Distribution of Probabilistic Boolean Networks

    Yuqian Guo;Rongpei Zhou;Yuhu Wu;Weihua Gui

  • Weighted Linear Dynamic System for Feature Representation and Soft Sensor Application in Nonlinear Dynamic Industrial Processes

    Xiaofeng Yuan;Yalin Wang;Chunhua Yang;Zhiqiang Ge

  • Fault Diagnosis of Hydraulic Systems Based on Deep Learning Model With Multirate Data Samples.

    Keke Huang;Shujie Wu;Fanbiao Li;Chunhua Yang

  • A Layer-Wise Data Augmentation Strategy for Deep Learning Networks and Its Soft Sensor Application in an Industrial Hydrocracking Process

    Xiaofeng Yuan;Chen Ou;Yalin Wang;Chunhua Yang

  • A Distributed Canonical Correlation Analysis-Based Fault Detection Method for Plant-Wide Process Monitoring

    Zhiwen Chen;Yue Cao;Steven X. Ding;Kai Zhang

  • A Just-In-Time-Learning-Aided Canonical Correlation Analysis Method for Multimode Process Monitoring and Fault Detection

    Zhiwen Chen;Chang Liu;Steven X. Ding;Tao Peng

  • A Deep Supervised Learning Framework for Data-Driven Soft Sensor Modeling of Industrial Processes

    Xiaofeng Yuan;Yongjie Gu;Yalin Wang;Chunhua Yang

  • A Fault-Injection Strategy for Traction Drive Control Systems

    Chunhua Yang;Chao Yang;Tao Peng;Xiaoyue Yang

  • Distributed Consensus of Second-Order Multiagent Systems With Nonconvex Velocity and Control Input Constraints

    Peng Lin;Wei Ren;Chunhua Yang;Weihua Gui

  • Automated Visual Defect Classification for Flat Steel Surface: A Survey

    Qiwu Luo;Xiaoxin Fang;Jiaojiao Su;Jian Zhou

  • Soft sensor model for dynamic processes based on multichannel convolutional neural network

    Xiaofeng Yuan;Shuaibin Qi;Yuri A.W. Shardt;Yalin Wang

  • Color co-occurrence matrix based froth image texture extraction for mineral flotation

    Weihua Gui;Jinping Liu;Chunhua Yang;Ning Chen

Frequent Co-Authors

Weihua Gui
Weihua Gui Central South University
Xiaofeng Yuan
Xiaofeng Yuan Central South University
Tingwen Huang
Tingwen Huang Shenzhen Institutes of Advanced Technology
Kok Lay Teo
Kok Lay Teo Sunway University
Steven X. Ding
Steven X. Ding University of Duisburg-Essen
Wei Ren
Wei Ren University of California, Riverside
Peng Shi
Peng Shi University of Adelaide
Cheng-Chew Lim
Cheng-Chew Lim University of Adelaide
Youxian Sun
Youxian Sun Zhejiang University

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