Xuefeng Yan

Overview

Best Publications

• Performance-Driven Distributed PCA Process Monitoring Based on Fault-Relevant Variable Selection and Bayesian Inference

  Qingchao Jiang;Xuefeng Yan;Biao Huang

  362
  Citations

• Review and Perspectives of Data-Driven Distributed Monitoring for Industrial Plant-Wide Processes

  Qingchao Jiang;Xuefeng Yan;Biao Huang

  289
  Citations

• Self-Adaptive Differential Evolution Algorithm With Zoning Evolution of Control Parameters and Adaptive Mutation Strategies

  Qinqin Fan;Xuefeng Yan

  229
  Citations

• Parallel PCA–KPCA for nonlinear process monitoring

  Qingchao Jiang;Xuefeng Yan

  210
  Citations

• Imbalanced Classification Based on Minority Clustering Synthetic Minority Oversampling Technique With Wind Turbine Fault Detection Application

  Huaikuan Yi;Qingchao Jiang;Xuefeng Yan;Bei Wang

  157
  Citations

• Dynamic process fault detection and diagnosis based on dynamic principal component analysis, dynamic independent component analysis and Bayesian inference

  Jian Huang;Xuefeng Yan

  149
  Citations

• Plant-wide process monitoring based on mutual information-multiblock principal component analysis.

  Qingchao Jiang;Xuefeng Yan

  140
  Citations

• Optimizing the echo state network with a binary particle swarm optimization algorithm

  Heshan Wang;Xuefeng Yan

  132
  Citations

• Fault Detection and Diagnosis in Chemical Processes Using Sensitive Principal Component Analysis

  Qingchao Jiang;Xuefeng Yan;Weixiang Zhao

  129
  Citations

• Data-Driven Batch-End Quality Modeling and Monitoring Based on Optimized Sparse Partial Least Squares

  Qingchao Jiang;Xuefeng Yan;Hui Yi;Furong Gao

  124
  Citations

• Just‐in‐time reorganized PCA integrated with SVDD for chemical process monitoring

  Qingchao Jiang;Xuefeng Yan

  120
  Citations

• Data-Driven Distributed Local Fault Detection for Large-Scale Processes Based on the GA-Regularized Canonical Correlation Analysis

  Qingchao Jiang;Steven X. Ding;Yang Wang;Xuefeng Yan

  119
  Citations

• Self-adaptive differential evolution algorithm with discrete mutation control parameters

  Unknown

  119
  Citations

• Chaos-genetic algorithms for optimizing the operating conditions based on RBF-PLS model

  Unknown

  119
  Citations

• Nonlinear plant-wide process monitoring using MI-spectral clustering and Bayesian inference-based multiblock KPCA

  Qingchao Jiang;Xuefeng Yan

  118
  Citations

• Cycle-SNSPGAN: Towards Real-World Image Dehazing via Cycle Spectral Normalized Soft Likelihood Estimation Patch GAN

  Unknown

  114
  Citations

• Monitoring multi-mode plant-wide processes by using mutual information-based multi-block PCA, joint probability, and Bayesian inference

  Qingchao Jiang;Xuefeng Yan

  111
  Citations

• GMM and optimal principal components-based Bayesian method for multimode fault diagnosis

  Qingchao Jiang;Biao Huang;Xuefeng Yan

  109
  Citations

• An adaptive multimode process monitoring strategy based on mode clustering and mode unfolding

  Chudong Tong;Chudong Tong;Ahmet Palazoglu;Xuefeng Yan

  108
  Citations

• Local–Global Modeling and Distributed Computing Framework for Nonlinear Plant-Wide Process Monitoring With Industrial Big Data

  Qingchao Jiang;Shifu Yan;Hui Cheng;Xuefeng Yan

  103
  Citations

• Distributed Statistical Process Monitoring Based on Four-Subspace Construction and Bayesian Inference

  Chudong Tong;Yu Song;Xuefeng Yan

  96
  Citations

• Quality Relevant and Independent Two Block Monitoring Based on Mutual Information and KPCA

  Junping Huang;Xuefeng Yan

  93
  Citations

• Related and independent variable fault detection based on KPCA and SVDD

  Jian Huang;Xuefeng Yan

  87
  Citations