Wenli Du

发表

Integrated Dual-Production Mode Modeling and Multiobjective Optimization of an Industrial Continuous Catalytic Naphtha Reforming Process

Min Wei, Yang Minglei, Qian Feng, 2016 .

Modeling and Optimization of the Steam Turbine Network of an Ethylene Plant

Feng Qian, Wenli Du, Zeqiu Li, 2013 .

Multi-objective differential evolution with dynamic hybrid constraint handling mechanism

Wenli Du, Yuefeng Lin, Wei Du, 2018, Soft Computing.

4-CBA online soft-measurement via fuzzy GMDH networks

Feng Qian, Wenli Du, Kai Zhang, 2003 .

The application of real-time expert control system to large scale PTA plant

Feng Qian, Wenli Du, Mandan Liu, 2002, Proceedings of the 4th World Congress on Intelligent Control and Automation (Cat. No.02EX527).

Dual RBFNNs-Based Model-Free Adaptive Control With Aspen HYSYS Simulation

Feng Qian, Wenli Du, Zhongsheng Hou, 2017, IEEE Transactions on Neural Networks and Learning Systems.

Multi-matrices entropy discriminant ensemble learning for imbalanced problem

Yiwen Zhu, Jing Zhang, Wenli Du, 2019, Neural Computing and Applications.

A Hybrid Algorithm Based on Artificial Immune System and Hidden Markov Model for Multiple Sequence Alignment

Feng Qian, Lu Wang, Wenli Du, 2007 .

Multimode Process Monitoring and Fault Detection: A Sparse Modeling and Dictionary Learning Method

Yang Tang, Wenli Du, Feng Qian, 2017, IEEE Transactions on Industrial Electronics.

Multi‐Objective Optimization of Pseudo‐Dynamic Operation of Naphtha Pyrolysis by a Surrogate Model

Feng Qian, Jinlong Li, Wenli Du, 2015 .

Integrated Cyclic Scheduling and Operation Optimization for Cracking Furnaces System Considering Feed Changeover

Jinlong Li, Wenli Du, Feng Qian, 2015 .

Geometric Structural Ensemble Learning for Imbalanced Problems

Zhe Wang, Wenli Du, Dongdong Li, 2020, IEEE Transactions on Cybernetics.

Multiple Empirical Kernel Learning with Majority Projection for imbalanced problems

Wenli Du, Dongdong Li, Zhe Wang, 2019, Appl. Soft Comput..

Energy consumption monitoring of the steam pipe network based on affinity propagation clustering

Feng Qian, Wenli Du, Liang Zhao, 2012, WCICA 2012.

Minimum time dynamic optimization using double-layer optimization algorithm

Feng Qian, Wenli Du, Rongbin Qi, 2012, WCICA 2012.

Multi-objective optimization of steam system based on GPU acceleration

Liang Zhao, Wenli Du, Zhencheng Ye, 2018 .

Integration of Regional Demand Management and Signals Control for Urban Traffic Networks

Wenli Du, Shu Lin, Haili Liang, 2019, IEEE Access.

Data-Driven Dynamic Modeling of the Acetylene Hydrogenation Process based on Nonlinear Slow Feature Analysis

Wenli Du, Jingjing Guo, Zhencheng Ye, 2019, 2019 12th Asian Control Conference (ASCC).

Online updating of NIR model and its industrial application via adaptive wavelength selection and local regression strategy

Feng Qian, Hui Cheng, Wenli Du, 2014 .

Detecting the correlation between mobile learning behavior and personal characteristics among elementary school students

Wenli Du, Jiaxin You, Liming Luo, 2018, Interact. Learn. Environ..

Adaptive Sampling for Surrogate Modelling with Artificial Neural Network and its Application in an Industrial Cracking Furnace

Feng Qian, Jinlong Li, Wenli Du, 2016 .

Process monitoring with global probability boundary-based on Gaussian mixture model

Feng Qian, Wenli Du, Qun Wu, 2013, 2013 10th IEEE International Conference on Control and Automation (ICCA).

Performance monitoring of non-gaussian chemical processes with modes-switching using globality-locality preserving projection

Feng Qian, Wenli Du, Yang Tang, 2017, Frontiers of Chemical Science and Engineering.

Synchronization analysis of heterogeneous dynamical networks

Jinde Cao, Feng Qian, Wenli Du, 2013, Neurocomputing.

Synthesis and optimization of utility system using parameter adaptive differential evolution algorithm

Feng Qian, Wenli Du, Zeqiu Li, 2015 .

Guest Editorial: Special Issue on Computational Intelligence in Data-Driven Optimization

Handing Wang, Yaochu Jin, Wenli Du, 2019, IEEE Trans. Emerg. Top. Comput. Intell..

Outlet Temperature Correlation and Prediction of Transfer Line Exchanger in an Industrial Steam Ethylene Cracking Process

Jinlong Li, Wenli Du, Feng Qian, 2013 .

Biogeography-based learning particle swarm optimization

Huaglory Tianfield, Guohai Liu, Wenli Du, 2016, Soft Computing.

Just-in-time learning for cement free lime prediction with empirical mode decomposition and database monitoring index*

Feng Qian, Wenli Du, Weimin Zhong, 2019, 2019 12th Asian Control Conference (ASCC).

The applications of prior-knowledge-based differential evolution algorithm in PTA crystallization process

Feng Qian, Wenli Du, Hanqing Wang, 2004, Fifth World Congress on Intelligent Control and Automation (IEEE Cat. No.04EX788).

Multiagent Systems on Multilayer Networks: Synchronization Analysis and Network Design

Jinde Cao, Feng Qian, Qing-Long Han, 2017, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

Dynamic Optimization of Industrial Processes With Nonuniform Discretization-Based Control Vector Parameterization

Xu Chen, Feng Qian, Rongbin Qi, 2014, IEEE Transactions on Automation Science and Engineering.

A Hybrid Improved Genetic Algorithm and Its Application in Dynamic Optimization Problems of Chemical Processes

Feng Qian, Rongbin Qi, Wenli Du, 2013 .

An Improved Particle Swarm Optimization with Biogeography-Based Learning Strategy for Economic Dispatch Problems

Bin Xu, Wenli Du, Xu Chen, 2018, Complex..

Identification and control of nonlinear systems by a time-delay recurrent neural network

Feng Qian, Yanchun Liang, Wenli Du, 2009, Neurocomputing.

Genetic mechanism-enhanced standard particle swarm optimization 2011

Fei Zhang, Wenli Du, 2018, Soft Comput..

A hybrid genetic algorithm with the Baldwin effect

Feng Qian, Wenli Du, Quan Yuan, 2010, Inf. Sci..

A Dissimilation Particle Swarm Optimization-Based Elman Network and Applications for Identifying and Controlling Ultrasonic Motors

Wang Lu, Feng Qian, Wenli Du, 2007, Analysis and Design of Intelligent Systems using Soft Computing Techniques.

Novel Hybrid Evolutionary Algorithm for Dynamic Optimization Problems and Its Application in an Ethylene Oxide Hydration Reactor

Qian Feng, Wenli Du, Fan Sun, 2012 .

A Novel Time-Delay Recurrent Neural Network and Application for Identifying and Controlling Nonlinear Systems

Feng Qian, Yanchun Liang, Wenli Du, 2007, Third International Conference on Natural Computation (ICNC 2007).

Multi-objective modeling and optimization for scheduling of cracking furnace systems

Peng Jiang, Wenli Du, 2017 .

Hybrid gradient particle swarm optimization for dynamic optimization problems of chemical processes

Xu Chen, Feng Qian, Rongbin Qi, 2013 .

A Two-Level Optimization Framework for Cyclic Scheduling of Ethylene Cracking Furnace System

Wenli Du, Yuefeng Lin, 2018, 2018 IEEE Congress on Evolutionary Computation (CEC).

Optimization of Catalytic Naphtha Reforming Process Based on Modified Differential Evolution Algorithm

Feng Qian, Min Wei, Wenli Du, 2015 .

Teaching-Learning-Based Optimization with Learning Enthusiasm Mechanism and Its Application in Chemical Engineering

Bin Xu, Wenli Du, Xu Chen, 2018, J. Appl. Math..

Biogeography-based optimization with covariance matrix based migration

Huaglory Tianfield, Guohai Liu, Wenli Du, 2016, Appl. Soft Comput..

Modeling of oil near-infrared spectroscopy based on similarity and transfer learning algorithm

Kai Wang, Wenli Du, Yifei Wang, 2019, Frontiers of Chemical Science and Engineering.

Identification and control of nonlinear systems by a dissimilation particle swarm optimization-based Elman neural network

Yanchun Liang, Feng Qian, Lu Wang, 2008 .

Distributed State-of-Charge Balance Control With Event-Triggered Signal Transmissions for Multiple Energy Storage Systems in Smart Grid

Chunjie Zhou, Gerard Ledwich, Wenli Du, 2019, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

Improved cost-optimal Bayesian control chart based auto-correlated chemical process monitoring

Viliam Makis, Ying Tian, Wenli Du, 2017 .

Compartment modeling of coal gasification in an entrained flow gasifier: A study on the influence of operating conditions

Wenli Du, Xiangdong Kong, Feng Qian, 2014 .

An online performance monitoring using statistics pattern based kernel independent component analysis for non-Gaussian process

Feng Qian, Yang Tang, Ying Tian, 2017, IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society.

An adaptive decomposition-based evolutionary algorithm for many-objective optimization

Dong Han, Yaochu Jin, Wenli Du, 2019, Inf. Sci..

DE based economic control chart design and application for a typical petrochemical process

Wenli Du, Feng Qian, Weimin Zhong, 2017 .

Three L-SHADE based algorithms on mixed-variables optimization problems

Thomas Stützle, Wenli Du, Yuefeng Lin, 2017, 2017 IEEE Congress on Evolutionary Computation (CEC).

Multi-view learning with fisher kernel and bi-bagging for imbalanced problem

Jing Zhang, Yiwen Zhu, Zhe Wang, 2019, Applied Intelligence.

An Intelligent Hybrid Algorithm for Job-Shop Scheduling Based on Particle Swarm Optimization and Artificial Immune System

Wang Lu, Feng Qian, Wenli Du, 2007, Analysis and Design of Intelligent Systems using Soft Computing Techniques.

A Just-in-Time Learning Based Monitoring and Classification Method for Hyper/Hypocalcemia Diagnosis

Feng Qian, Yang Tang, Wenli Du, 2018, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Improved Integrated Optimization Method of Gasoline Blend Planning and Real-Time Blend Recipes

Hui Cheng, Qian Feng, Wenli Du, 2016 .

Fundamental Theories and Key Technologies for Smart and Optimal Manufacturing in the Process Industry

Wenli Du, Feng Qian, Weimin Zhong, 2017 .

A Hybrid Algorithm Based on Particle Swarm Optimization and Simulated Annealing for Job Shop Scheduling

Feng Qian, Wenli Du, Hong-Wei Ge, 2007, Third International Conference on Natural Computation (ICNC 2007).

Monitoring for Nonlinear Multiple Modes Process Based on LL-SVDD-MRDA

Feng Qian, Ying Tian, Wenli Du, 2014, IEEE Transactions on Automation Science and Engineering.

Tree-based space partition and merging ensemble learning framework for imbalanced problems

Dongdong Li, Wenli Du, Zhe Wang, 2019, Inf. Sci..

A novel adaptive algorithm with near-infrared spectroscopy and its application in online gasoline blending processes

Feng Qian, Hui Cheng, Wenli Du, 2015 .

Efficient matrixized classification learning with separated solution process

Jing Zhang, Wenli Du, Zhe Wang, 2019, Neural Computing and Applications.

Decentralized monitoring for large‐scale process using copula‐correlation analysis and Bayesian inference–based multiblock principal component analysis

Wenli Du, Xin Peng, Ying Tian, 2019, Journal of Chemometrics.

A hybrid method for identifying T-S fuzzy models

Feng Qian, Honggang Wang, Liang Zhao, 2011, 2011 Eighth International Conference on Fuzzy Systems and Knowledge Discovery (FSKD).

Synchronization control in multiplex networks of nonlinear multi-agent systems.

Feng Qian, Zhiwei Xu, Naoyuki Kubota, 2017, Chaos.

High-Dimensional Robust Multi-Objective Optimization for Order Scheduling: A Decision Variable Classification Approach

Yang Tang, Yaochu Jin, Wenli Du, 2019, IEEE Transactions on Industrial Informatics.

Optimization of PTA Crystallization Process Based on Fuzzy GMDH Networks and Differential Evolutionary Algorithm

Feng Qian, Wenli Du, W. Du, 2005, ICNC.

Total plant performance evaluation based on big data: Visualization analysis of TE process

Feng Qian, Wenli Du, Mengyao Li, 2018 .

A chaotic immune algorithm with fuzzy adaptive parameters

Feng Qian, Wenli Du, Hong He, 2008 .

Speed Identification of Ultrasonic Motors Based on Evolutionary Elman Network

Feng Qian, Wenli Du, Hong-Wei Ge, 2007, Third International Conference on Natural Computation (ICNC 2007).

Surrogate-assisted multi-objective particle swarm optimization for the operation of CO2 capture using VPSA

Wenli Du, Khalil Alkebsi, W. Du, 2021 .

Neural network-based source tracking of chemical leaks with obstacles

Wenli Du, Qiaoyi Xu, Jinjin Xu, 2021 .

FLDNet: Frame-Level Distilling Neural Network for EEG Emotion Recognition

Dongdong Li, Wenli Du, Zhe Wang, 2021, IEEE Journal of Biomedical and Health Informatics.

Fast and Effective Dynamic Optimization for Chemical Processes with Catalyst Deactivation Based on Incremental Encoding and Random Search

Wenli Du, Zhencheng Ye, Jingjing Guo, 2021 .

Distributed Voltage Regulation for Low-Voltage and High-PV-Penetration Networks With Battery Energy Storage Systems Subject to Communication Delay

Feng Qian, Gerard Ledwich, Changyun Wen, 2022, IEEE Transactions on Control Systems Technology.

A Federated Data-Driven Evolutionary Algorithm

Yaochu Jin, Wenli Du, Jinjin Xu, 2021, Knowl. Based Syst..

Fault Detection of Diesel Engine Air and after-Treatment Systems with High-Dimensional Data: A Novel Fault-Relevant Feature Selection Method

Wenli Du, Xin Peng, Yedong Song, 2021, Processes.

Bee-foraging learning particle swarm optimization

Wenli Du, Hugo Tianfield, Xu Chen, 2021, Appl. Soft Comput..

A federated data-driven evolutionary algorithm for expensive multi-/many-objective optimization pdf

Yaochu Jin, Wenli Du, Jinjin Xu, 2021, Complex & Intelligent Systems.

Data-Driven Modeling and Cyclic Scheduling for Ethylene Cracking Furnace System with Inventory Constraints

Feng Qian, Wenli Du, Wangli He, 2021 .

A Novel Integrated Approach to Characterization of Petroleum Naphtha Properties From Near-Infrared Spectroscopy

Wenli Du, Zi-Qiang Lang, Jian Long, 2021, IEEE Transactions on Instrumentation and Measurement.

Intelligent Time-Scale Operator-Splitting Integration for Chemical Reaction Systems

Wenli Du, Yu Zhang, 2021, IEEE Transactions on Neural Networks and Learning Systems.

Refinery production planning optimization under crude oil quality uncertainty

Feng Qian, Wenli Du, Vladimir Mahalec, 2021, Comput. Chem. Eng..

Development of a kinetic model for industrial oxidation of p‐xylene by RBF‐PLS and CCA

Feng Qian, Wenli Du, Xuefeng Yan, 2004 .

Fault Detection and Diagnosis for Non-Gaussian Processes with Periodic Disturbance Based on AMRA-ICA

Feng Qian, Wenli Du, W. Du, 2013 .

Multiobjective evolutionary algorithm based on the Pareto Archive and individual migration

Rongbin Qi, Wenli Du, Feng Qian, 2008, 2008 7th World Congress on Intelligent Control and Automation.

Thermodynamic Analysis and Process Simulation of an Industrial Acetic Acid Dehydration System via Heterogeneous Azeotropic Distillation

Feng Qian, Wenli Du, Weimin Zhong, 2013 .

Development of a Hybrid Model for Industrial Ethylene Oxide Reactor

Feng Qian, Wenli Du, Zhencheng Ye, 2012 .

Dynamic Modeling and Economic Model Predictive Control with Production Mode Switching for an Industrial Catalytic Naphtha Reforming Process

Feng Qian, Wenli Du, Wangli He, 2017 .

High dimension feature extraction based visualized SOM fault diagnosis method and its application in p-xylene oxidation process

Feng Qian, Wenli Du, W. Du, 2015 .

A distributed PCA-TSS based soft sensor for raw meal fineness in VRM system

Feng Qian, Wenli Du, Yuanming Zhu, 2019, Control Engineering Practice.

Development of a Kinetic Model for Industrial Entrained Flow Coal Gasifiers

Feng Qian, Wenli Du, Weimin Zhong, 2013 .

Optimization of p-xylene oxidation reaction process based on self-adaptive multi-objective differential evolution

Feng Qian, Rongbin Qi, Wenli Du, 2013 .

Online Performance Monitoring and Modeling Paradigm Based on Just-in-Time Learning and Extreme Learning Machine for a Non-Gaussian Chemical Process

Feng Qian, Yang Tang, Wenli Du, 2017 .