成果/Result
- Vine Copula-Based Dependence Description for Multivariate Multimode Process Monitoring被引量：42收藏
- 作者：Ren, Xiang Tian, Ying Li, Shaojun
- 机构：E China Univ Sci & Technol;Shanghai Univ Sci & Technol
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2015
- 关键词：Bayesian networks - Process control - Inference engines
- On the use of risk-based Shapley values for cost sharing in interplant heat integration programs被引量：31收藏
- 作者：Jin, Yuhui Chang, Chuei-Tin Li, Shaojun Jiang, Da
- 机构：East China Univ Sci & Technol;Natl Cheng Kung Univ
- 来源：APPLIED ENERGY 2018
- 关键词：Total-site heat integration Heat exchanger network Cooperative game Shapley value Shutdown risk
- BP neural network modeling with sensitivity analysis on monotonicity based Spearman coefficient被引量：27收藏
- 作者：Zhou, Yang Li, Shaojun
- 机构：East China Univ Sci & Technol
- 来源：CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS 2020
- 关键词：Spearman coefficient Monotonicity Soft sensing BP neural network
- θ-PSO:: a new strategy of particle swarm optimization被引量：25收藏
- 作者：Zhong, Wei-min Li, Shao-jun Qian, Feng
- 机构：E China Univ Sci & Technol;E China Univ Sci & Technol
- 来源：JOURNAL OF ZHEJIANG UNIVERSITY-SCIENCE A 2008
- 关键词：particle swarm optimization (PSO) phase angle benchmark function
- Fault Detection and Diagnosis for Nonlinear and Non-Gaussian Processes Based on Copula Subspace Division被引量：24收藏
- 作者：Ren, Xiang Zhu, Kunping Cai, Ting Li, Shaojun
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Rutgers State Univ;Rutgers State Univ
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2017
- 关键词：Distribution functions - Chemical analysis - Fault detection - Gaussian noise (electronic) - Independent component analysis
- Nonlinear and Non-Gaussian Process Monitoring Based on Simplified R-Vine Copula被引量：23收藏
- 作者：Zhou, Nan Li, Shaojun
- 机构：East China Univ Sci & Technol
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2018
- 关键词：Gaussian noise (electronic) - Gaussian distribution - Distillation columns - Process control - Distillation
- Sequential Dependence Modeling Using Bayesian Theory and D-Vine Copula and Its Application on Chemical Process Risk Prediction被引量：22收藏
- 作者：Ren, Xiang Li, Shaojun Lv, Cheng Zhang, Ziyang
- 机构：E China Univ Sci & Technol
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2014
- 关键词：Higher order statistics - Intelligent systems - Markov processes - Monte Carlo methods - Backpropagation - Neural networks
- Improved Vine Copula-Based Dependence Description for Multivariate Process Monitoring Based on Ensemble Learning被引量：21收藏
- 作者：Zhou, Yang Li, Shaojun Xiong, Ning
- 机构：East China Univ Sci & Technol;Malardalen Univ
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2019
- 关键词：Dehydration - Learning systems - Numerical methods - Process monitoring - Process control - Inference engines
- Modeling and application of industrial process fault detection based on pruning vine copula被引量：20收藏
- 作者：Wan, Junxia Li, Shaojun
- 机构：East China Univ Sci & Technol
- 来源：CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS 2019
- 关键词：Dependence modeling Vine copula Tree pruning Fault detection
- Alopex-based evolutionary algorithm and its application to reaction kinetic parameter estimation被引量：19收藏
- 作者：Li, Shaojun Li, Fei
- 机构：E China Univ Sci & Technol
- 来源：COMPUTERS & INDUSTRIAL ENGINEERING 2011
- 关键词：Evolutionary algorithm Alopex Probability Simulated annealing Parameter estimation
- Improved Alopex-based evolutionary algorithm (AEA) by quadratic interpolation and its application to kinetic parameter estimations被引量：19收藏
- 作者：Yang, Yihang Zong, Xuepeng Yao, Dacheng Li, Shaojun
- 机构：East China Univ Sci & Technol
- 来源：APPLIED SOFT COMPUTING 2017
- 关键词：Alopex Evolutionary algorithm Quadratic interpolation Kinetic parameter estimation
- A simultaneous optimization of a flexible heat exchanger network under uncertain conditions被引量：18收藏
- 作者：Wang, Shihao Tian, Yitong Li, Shaojun
- 机构：East China Univ Sci & Technol
- 来源：APPLIED THERMAL ENGINEERING 2021
- 关键词：Flexible heat exchanger network Simultaneous synthesis Uncertain fluctuations Intelligent optimization algorithm
- Probabilistic Weighted Copula Regression Model With Adaptive Sample Selection Strategy for Complex Industrial Processes被引量：18收藏
- 作者：Zhou, Yang Ren, Xiang Li, Shaojun
- 机构：East China Univ Sci & Technol;Rutgers State Univ
- 来源：IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS 2020
- 关键词：Probabilistic logic Estimation Training Adaptation models Data models Probability density function Distribution functions Active learning industrial process Monte Carlo estimation probabilistic generative model probabilistic graphical tool soft sensor vine copula
- Mixture of D-Vine copulas for chemical process monitoring被引量：15收藏
- 作者：Zheng, Wenjing Ren, Xiang Zhou, Nan Jiang, Da Li, Shaojun
- 机构：East China Univ Sci & Technol
- 来源：CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS 2017
- 关键词：Multivariate data Dependence structures D-vine copula Fault detection
- Process monitoring method based on correlation variable classification and vine copula被引量：14收藏
- 作者：Cui, Qun Li, Shaojun
- 机构：East China Univ Sci & Technol
- 来源：CANADIAN JOURNAL OF CHEMICAL ENGINEERING 2020
- 关键词：correlation fault detection variable classification vine copula
- Enhancing Quality of Multivariate Process Monitoring Based on Vine Copula and Active Learning Strategy被引量：14收藏
- 作者：Zhou, Yang Ren, Xiang Li, Shaojun
- 机构：East China Univ Sci & Technol;Rutgers State Univ
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2018
- 关键词：Bayesian networks - Learning systems - Fault detection - Inference engines - Chemical detection - Process control
- Simulation and Analysis on Multiple Steady States of an Industrial Acetic Acid Dehydration System被引量：13收藏
- 作者：Li Shaojun Huang Dingwei
- 机构：E China Univ Sci & Technol
- 来源：CHINESE JOURNAL OF CHEMICAL ENGINEERING 2011
- 关键词：acetic acid dehydration heterogeneous azeotropic distillation residue curve multiple steady states
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- A soft sensor regression model for complex chemical process based on generative adversarial nets and vine copula被引量：13收藏
- 作者：Chen, Hongmin Jiao, Ling Li, Shaojun
- 机构：East China Univ Sci & Technol;SupeZET Jingjiang Equipment Mfg Co Ltd
- 来源：JOURNAL OF THE TAIWAN INSTITUTE OF CHEMICAL ENGINEERS 2022
- 关键词：Soft sensor Generative adversarial nets Samples augment Vine copula Generalized local probability
- A new constraint handling method based on the modified Alopex-based evolutionary algorithm被引量：13收藏
- 作者：Wang, Zhen Li, Shaojun Sang, Zhixiang
- 机构：E China Univ Sci & Technol
- 来源：COMPUTERS & INDUSTRIAL ENGINEERING 2014
- 关键词：AEA EDA Constrained optimization problems Adaptive penalty function
- Multi-plant indirect heat integration based on the Alopex-based evolutionary algorithm被引量：12收藏
- 作者：Pan, Huangji Jin, Yuhui Li, Shaojun
- 机构：East China Univ Sci & Technol
- 来源：ENERGY 2018
- 关键词：Multi-plant Indirect heat integration Simultaneous optimization Alopex-based evolutionary algorithm
- A semi-supervised soft sensor method based on vine copula regression and tri-training algorithm for complex chemical processes被引量：12收藏
- 作者：Liu, Shisong Li, Shaojun
- 机构：East China Univ Sci & Technol
- 来源：JOURNAL OF PROCESS CONTROL 2022
- 关键词：Soft sensor Tri-training algorithm Vine copula Probability model
- Process Monitoring and Fault Diagnosis Based on a Regular Vine and Bayesian Network被引量：11收藏
- 作者：Jia, Qiong Li, Shaojun
- 机构：East China Univ Sci & Technol
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2020
- 关键词：Statistical tests - Fault detection - Failure analysis - Process control - Numerical methods - Process monitoring
- An improved AEA algorithm with Harmony Search(HSAEA) and its application in reaction kinetic parameter estimation被引量：10收藏
- 作者：Ma, Shunlong Dong, Yuehua Sang, Zhixiang Li, Shaojun
- 机构：E China Univ Sci & Technol
- 来源：APPLIED SOFT COMPUTING 2013
- 关键词：Alopex EDA Step length Harmony search Parameter estimation
- Predicting the frequency of abnormal events in chemical process with Bayesian theory and vine copula被引量：10收藏
- 作者：Lv, Cheng Zhang, Ziyang Ren, Xiang Li, Shaojun
- 机构：E China Univ Sci & Technol
- 来源：JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES 2014
- 关键词：Chemical risk AEF Predicting model Bayesian theory Vine copula
- A Probabilistic Copula-Based Fault Detection Method With TrAdaBoost Strategy for Industrial IoT被引量：10收藏
- 作者：Zhou, Yang Li, Shaojun
- 机构：Shanghai Univ;East China Univ Sci & Technol
- 来源：IEEE INTERNET OF THINGS JOURNAL 2023
- 关键词：Data models Training Industrial Internet of Things Fault detection Process monitoring Principal component analysis Numerical models Active learning fault detection TrAdaBoost transfer learning (TL) vine copula
- Development of AI-based process controller of sour water treatment unit using deep reinforcement learning被引量：9收藏
- 作者：Wang, Hai Guo, Yeshuang Li, Long Li, Shaojun
- 机构：East China Univ Sci & Technol
- 来源：JOURNAL OF THE TAIWAN INSTITUTE OF CHEMICAL ENGINEERS 2024
- 关键词：Deep reinforcement learning Real-time optimization Sour water stripping Digital Twin DDPG Deep learning
- An adaptive soft sensor method of D-vine copula quantile regression for complex chemical processes被引量：9收藏
- 作者：Ni, Jianeng Li, Shaojun
- 机构：East China Univ Sci & Technol
- 来源：CHEMICAL ENGINEERING SCIENCE 2021
- 关键词：Soft sensor Vine copula Quantile regression Process control
- An adaptive surrogate-assisted particle swarm optimization for expensive problems被引量：9收藏
- 作者：Li, Xuemei Li, Shaojun
- 机构：East China Univ Sci & Technol
- 来源：SOFT COMPUTING 2021
- 关键词：Surrogate-assisted evolutionary algorithm Ensemble model Radial basis functions Particle swarm optimization
- Influence of p-Xylene (PX) Accumulation on the Operation of Pure Terephthalic Acid (PTA) Solvent Dehydratic Distillation Column被引量：9收藏
- 作者：Li, Shaojun
- 机构：E China Univ Sci & Technol
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2009
- Cost allocation evaluation of a multi-plant flexible heat exchanger network design based on fuzzy game被引量：9收藏
- 作者：Tian, Yitong Li, Shaojun
- 机构：East China Univ Sci & Technol
- 来源：COMPUTERS & CHEMICAL ENGINEERING 2023
- 关键词：Flexible heat exchanger network Fuzzy game Interval Shapley value Cost allocation evaluation
