Qunxiong Zhu

Overview

Best Publications

• Review: Multi-objective optimization methods and application in energy saving

  Yunfei Cui;Yunfei Cui;Zhiqiang Geng;Zhiqiang Geng;Qunxiong Zhu;Qunxiong Zhu;Yongming Han;Yongming Han

  719
  Citations

• Energy efficiency analysis method based on fuzzy DEA cross-model for ethylene production systems in chemical industry

  Yongming Han;Yongming Han;Zhiqiang Geng;Zhiqiang Geng;Qunxiong Zhu;Qunxiong Zhu;Yixin Qu

  133
  Citations

• A Monte Carlo and PSO based virtual sample generation method for enhancing the energy prediction and energy optimization on small data problem: An empirical study of petrochemical industries

  Hong-Fei Gong;Hong-Fei Gong;Zhong-Sheng Chen;Zhong-Sheng Chen;Qun-Xiong Zhu;Qun-Xiong Zhu;Yan-Lin He;Yan-Lin He

  131
  Citations

• Adding rectifying/stripping section type heat integration to a pressure-swing distillation (PSD) process

  Kejin Huang;Lan Shan;Qunxiong Zhu;Jixin Qian

  110
  Citations

• Fuzzy multi-attribute decision-making method based on eigenvector of fuzzy attribute evaluation space

  Unknown

  96
  Citations

• A Novel Hybrid Method Integrating ICA-PCA With Relevant Vector Machine for Multivariate Process Monitoring

  Yuan Xu;Sheng-Qi Shen;Yan-Lin He;Qun-Xiong Zhu

  85
  Citations

• Data driven soft sensor development for complex chemical processes using extreme learning machine

  Yan-Lin He;Yan-Lin He;Zhi-Qiang Geng;Zhi-Qiang Geng;Qun-Xiong Zhu;Qun-Xiong Zhu

  82
  Citations

• Novel manifold learning based virtual sample generation for optimizing soft sensor with small data

  Xiao-Han Zhang;Yuan Xu;Yan-Lin He;Yan-Lin He;Qun-Xiong Zhu;Qun-Xiong Zhu

  75
  Citations

• Novel virtual sample generation using conditional GAN for developing soft sensor with small data

  Qun-Xiong Zhu;Kun-Rui Hou;Zhong-Sheng Chen;Zi-Shu Gao

  74
  Citations

• Energy saving and prediction modeling of petrochemical industries: A novel ELM based on FAHP

  ZhiQiang Geng;ZhiQiang Geng;Lin Qin;Lin Qin;YongMing Han;YongMing Han;QunXiong Zhu;QunXiong Zhu

  73
  Citations

• Energy and environment efficiency analysis based on an improved environment DEA cross-model: Case study of complex chemical processes

  ZhiQiang Geng;ZhiQiang Geng;JunGen Dong;JunGen Dong;YongMing Han;YongMing Han;QunXiong Zhu;QunXiong Zhu

  73
  Citations

• Multiscale Nonlinear Principal Component Analysis (NLPCA) and Its Application for Chemical Process Monitoring

  Zhiqiang Geng;Qunxiong Zhu

  71
  Citations

• Novel double-layer bidirectional LSTM network with improved attention mechanism for predicting energy consumption.

  Yan-Lin He;Lei Chen;Yanlu Gao;Jia-Hui Ma

  70
  Citations

• A novel virtual sample generation method based on a modified conditional Wasserstein GAN to address the small sample size problem in soft sensing

  Unknown

  69
  Citations

• Multi-objective Particle Swarm Optimization Hybrid Algorithm: An Application on Industrial Cracking Furnace

  Chengfei Li;Qunxiong Zhu;Zhiqiang Geng

  67
  Citations

• Design and control of an ideal heat-integrated distillation column (ideal HIDIC) system separating a close-boiling ternary mixture

  Kejin Huang;Lan Shan;Qunxiong Zhu;Jixin Qian

  67
  Citations

• Fault diagnosis using novel AdaBoost based discriminant locality preserving projection with resamples

  Yan-Lin He;Yan-Lin He;Yang Zhao;Yang Zhao;Xiao Hu;Xiao Hu;Xiao-Na Yan;Xiao-Na Yan

  67
  Citations

• A novel and effective nonlinear interpolation virtual sample generation method for enhancing energy prediction and analysis on small data problem: A case study of Ethylene industry

  Yan-Lin He;Yan-Lin He;Ping-Jiang Wang;Ping-Jiang Wang;Ming-Qing Zhang;Ming-Qing Zhang;Qun-Xiong Zhu;Qun-Xiong Zhu

  65
  Citations

• Novel soft sensor development using echo state network integrated with singular value decomposition: Application to complex chemical processes

  Yan-Lin He;Yan-Lin He;Ye Tian;Ye Tian;Yuan Xu;Yuan Xu;Qun-Xiong Zhu;Qun-Xiong Zhu

  63
  Citations

• Improved Locality Preserving Projections Based on Heat-Kernel and Cosine Weights for Fault Classification in Complex Industrial Processes

  Unknown

  62
  Citations

• Rough set-based heuristic hybrid recognizer and its application in fault diagnosis

  Zhiqiang Geng;Qunxiong Zhu

  60
  Citations

• Text Classification Using Novel Term Weighting Scheme-Based Improved TF-IDF for Internet Media Reports

  Zhiying Jiang;Zhiying Jiang;Bo Gao;Bo Gao;Yanlin He;Yanlin He;Yongming Han;Yongming Han

  60
  Citations

• Review: Energy efficiency evaluation of complex petrochemical industries

  Yongming Han;Yongming Han;Hao Wu;Hao Wu;Zhiqiang Geng;Zhiqiang Geng;Qunxiong Zhu;Qunxiong Zhu

  59
  Citations

• Energy optimization and prediction of complex petrochemical industries using an improved artificial neural network approach integrating data envelopment analysis

  Yong-Ming Han;Yong-Ming Han;Zhi-Qiang Geng;Zhi-Qiang Geng;Qun-Xiong Zhu;Qun-Xiong Zhu

  55
  Citations

• Energy management and optimization modeling based on a novel fuzzy extreme learning machine: Case study of complex petrochemical industries

  Yongming Han;Yongming Han;Qing Zeng;Qing Zeng;Zhiqiang Geng;Zhiqiang Geng;Qunxiong Zhu;Qunxiong Zhu

  48
  Citations