成果/Result
- Local-Global Modeling and Distributed Computing Framework for Nonlinear Plant-Wide Process Monitoring With Industrial Big Data被引量：103收藏
- 作者：Jiang, Qingchao Yan, Shifu Cheng, Hui Yan, Xuefeng
- 机构：East China Univ Sci & Technol;Tongji Univ
- 来源：IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2021
- 关键词：Monitoring Kernel Computational modeling Fault detection Correlation Principal component analysis Big Data Deep neural network (DNN) distributed computing industrial big data local-global modeling nonlinear plant-wide processes
- Online updating of NIR model and its industrial application via adaptive wavelength selection and local regression strategy被引量：28收藏
- 作者：He, Kaixun Cheng, Hui Du, Wenli Qian, Feng
- 机构：E China Univ Sci & Technol;E China Univ Sci & Technol
- 来源：CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS 2014
- 关键词：NIR model Wavelength selection Local regression Gasoline blending
- A novel adaptive algorithm with near-infrared spectroscopy and its application in online gasoline blending processes被引量：27收藏
- 作者：He, Kaixun Qian, Feng Cheng, Hui Du, Wenli
- 机构：E China Univ Sci & Technol;E China Univ Sci & Technol
- 来源：CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS 2015
- 关键词：Near-infrared spectroscopy Gasoline blending Adaptive model
- Octane model based on principal component analysis and neural network by near-infrared spectroscopy and its application in online gasoline blending process被引量：26收藏
- 作者：He, Kaixun Cheng, Hui Qian, Feng
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Processes
- 来源：IWACIII 2013 - 3rd International Workshop on Advanced Computational Intelligence and Intelligent Informatics 2014
- 关键词：Infrared devices - Neural networks - Spectrum analysis - Gasoline - Pipelines - Near infrared spectroscopy - Blending - Least squares approximations
- A new sample-selection and modeling method based on near-infrared spectroscopy and its industrial application被引量：22收藏
- 作者：He, Kai-Xun Cheng, Hui Qian, Feng
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Processes
- 来源：Journal of Donghua University (English Edition) 2014
- 关键词：Neural networks - Principal component analysis - Gasoline - Blending - Infrared devices - Least squares approximations
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- Molecular characterization of petroleum fractions using state space representation and its application for predicting naphtha pyrolysis product distributions被引量：22收藏
- 作者：Mei, Hua Cheng, Hui Wang, Zhenlei Li, Jinlong
- 机构：East China Univ Sci & Technol;Univ Alberta
- 来源：CHEMICAL ENGINEERING SCIENCE 2017
- 关键词：Molecular characterization State space representation Basis fractions Non-negative matrix factorization (NMF) Naphtha pyrolysis prediction
- Estimation of Mass-Transfer Efficiency for Industrial Distillation Columns被引量：16收藏
- 作者：Luo, Na Qian, Feng Ye, Zhen-Cheng Cheng, Hui Zhong, Wei-Min
- 机构：E China Univ Sci & Technol
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2012
- 关键词：Mass transfer - Multiobjective optimization - Estimation - Distillation columns
- An application of the improved hybrid particle swarm optimization method in the gasoline blending process被引量：16收藏
- 作者：Shu, Yue Cheng, Hui Liu, Yi Qi, Rongbin Liu, Zhao Qian, Feng
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Processes; SinoPec Jinling Petrochemical Ltd.
- 来源：IWACIII 2011 - International Workshop on Advanced Computational Intelligence and Intelligent Informatics, Proceedings 2011
- 关键词：Gasoline - Blending - Particle swarm optimization (PSO)
- Steady-state target real-time optimization for adaptive constrained generalized predictive control被引量：16收藏
- 作者：Li, Chaochun Cheng, Hui Qi, Rongbin Qian, Feng
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Processes
- 来源：2012 12th International Conference on Control, Automation, Robotics and Vision, ICARCV 2012 2012
- 关键词：Constrained optimization - Predictive control systems - Dynamics - Linear programming
- Key performance index estimation based on ensemble locally wEIghted partial least squares and its application on industrial nonlinear processes被引量：16收藏
- 作者：Chen, Xin Zhong, Weimin Jiang, Chao Li, Zhi Peng, Xin Cheng, Hui
- 机构：East China Univ Sci & Technol;Tongji Univ;Univ Alberta
- 来源：CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS 2020
- 关键词：Locally wEIghted partial least squares Soft sensors Ensemble learning Quality prediction Catalytic reforming process
- Development of a Kinetic Model for Industrial Entrained Flow Coal Gasifiers被引量：14收藏
- 作者：Qian, Feng Kong, Xiangdong Cheng, Hui Du, Wenli Zhong, Weimin
- 机构：E China Univ Sci & Technol;E China Univ Sci & Technol
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2013
- 关键词：Kinetic parameters - Sensitivity analysis - Coal slurries - Coal combustion - Kinetic theory - Particle swarm optimization (PSO) - Reaction rates - Pyrolysis - Coal gasification
- 基于FCM聚类的气化炉温度多模型软测量建模被引量：14收藏
- 作者：钟伟民 李杰 程辉 孔祥东 钱锋
- 机构：华东理工大学化工过程先进控制和优化技术教育部重点实验室
- 来源：《化工学报》 2012
- 关键词：水煤浆气化 模糊C均值聚类 最小二乘支持向量机 多模型 软测量建模
- 摘要：水煤浆气化是煤炭资源高效清洁利用的重要技术。气化炉反应温度是关系装置能否长周期安全稳定运行的关键参数,但是热电偶在高温、高压和气固物流冲刷环境下,使用寿命有限。本文以一多喷嘴对置式水煤浆气化炉为研究对象,在多模型建模方法...
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- Study on an improved bee colony algorithm and its application in optimization of PX oxidation process被引量：13收藏
- 作者：Li, Xinmao Xing, Jianliang Luo, Na Zhong, Weimin Cheng, Hui Qian, Feng
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Processes; College of Chemical Engineering
- 来源：IWACIII 2011 - International Workshop on Advanced Computational Intelligence and Intelligent Informatics, Proceedings 2011
- 关键词：Oxidation - Evolutionary algorithms - Xylene
- A data-driven soft sensor modeling for furnace temperature of opposed multi-burner gasifier被引量：11收藏
- 作者：Li, Jie Zhong, Weimin Cheng, Hui Kong, Xiangdong Qian, Feng
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Processes
- 来源：Proceedings - 2011 7th International Conference on Natural Computation, ICNC 2011 2011
- 关键词：Coal combustion - Neural networks - Principal component analysis - Furnaces - High temperature corrosion - Temperature measurement - Temperature
- An application of the particle swarm optimization on the gasoline blending process被引量：11收藏
- 作者：Cheng, Hui Zhong, Weimin Qian, Feng
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Processes
- 来源：Communications in Computer and Information Science 2011
- 关键词：Gasoline - Particle swarm optimization (PSO)
- Comprehensive Simulation and Optimization of an Ethylene Dichloride Cracker Based on the One-Dimensional Lobo-Evans Method and Computational Fluid Dynamics被引量：10收藏
- 作者：Li, Chaochun Hu, Guihua Zhong, Weimin Cheng, Hui Du, Wenli Qian, Feng
- 机构：E China Univ Sci & Technol
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2013
- 关键词：Ethylene - Heat transfer - Computational fluid dynamics - Chlorine compounds - Combustion - Cracks - Radiative transfer - Furnaces
- Tuning the structure and parameters of a neural network by using cooperative quantum particle swarm algorithm被引量：10收藏
- 作者：Tang, Qifeng Zhao, Liang Qi, Rongbin Cheng, Hui Qian, Feng
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Processes
- 来源：Applied Mechanics and Materials 2011
- 关键词：Genetic algorithms - Parameter estimation - Particle swarm optimization (PSO)
- Real time optimization of the gasoline blending process with unscented Kalman filter被引量：8收藏
- 作者：Cheng, Hui Zhong, Weimin Qian, Feng
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Processes
- 来源：Proceedings - 2011 International Conference on Internet Computing and Information Services, ICICIS 2011 2011
- 关键词：Kalman filters - Gasoline - Bandpass filters
- A Competitive Swarm Optimizer Integrated with Cauchy and Gaussian Mutation for Large Scale Optimization被引量：7收藏
- 作者：Zhang, Qiang Cheng, Hui Ye, Zhencheng Wang, Zhenlei
- 机构：East China Univ Sci & Technol
- 来源：PROCEEDINGS OF THE 36TH CHINESE CONTROL CONFERENCE (CCC 2017) 2017
- 关键词：Competitive Swarm Optimizer Cauchy Mutation NEIghborhood Topology Particle Swarm Optimization Large Scale Optimization
- Improved Integrated Optimization Method of Gasoline Blend Planning and Real-Time Blend Recipes被引量：6收藏
- 作者：He, Kaixun Qian, Feng Cheng, Hui Du, Wenli
- 机构：E China Univ Sci & Technol;E China Univ Sci & Technol
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2016
- 关键词：Nonlinear systems - Production control - Gasoline - Natural language processing systems
- 煤质组成对水煤浆气流床气化炉性能的影响被引量：3收藏
- 作者：孔祥东 陶莉莉 钟伟民 程辉 钱锋
- 机构：华东理工大学化工过程先进控制和优化技术教育部重点实验室;华东理工大学自动化研究所
- 来源：《浙江大学学报（工学版）》 2013
- 关键词：煤质组成 平衡模型 水煤浆气化炉
- 摘要：基于化学反应平衡假设,建立水煤浆气流床气化炉的平衡模型.以H/C和O/C摩尔比、灰分的质量分数为输入变量,考察了煤中C、H、O元素的相对摩尔量和灰分质量分数对气化炉性能的影响,为工业气化炉选煤、配煤和变煤种等操作提供指导...
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- 改进生物地理学优化算法及其在汽油调合调度中的应用被引量：3收藏
- 作者：王玉梅 程辉 钱锋
- 机构：华东理工大学化工过程先进控制和优化技术教育部重点实验室
- 来源：《化工学报》 2016
- 关键词：算法 优化 仿真 汽油调合和调度优化
- 摘要：汽油调合和调度优化问题中含有典型的非线性约束(NLP)问题。针对一般智能优化算法在解决此类优化问题中易陷于局部极值,提出了一种改进的生物地理学优化算法(HMBBO)。该算法设计了一种基于种群个体差异信息的启发式变异算子,...
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- Method of Hybrid Adaptive Sampling for the Kriging Metamodel and Application in the Hydropurification Process of Industrial Terephthalic Acid被引量：2收藏
- 作者：Cheng, Hui Cheng, Liang Li, Zhi Ye, Zhencheng Yang, Minglei
- 机构：East China Univ Sci & Technol
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2020
- 关键词：Nearest nEIghbor search - Design of experiments - Benchmarking - Reliability analysis
- 全局群搜索优化算法及其在汽油调合中的应用被引量：2收藏
- 作者：袁奇 程辉 钟伟民 钱锋
- 机构：华东理工大学化工过程先进控制和优化技术教育部重点实验室
- 来源：《化工学报》 2013
- 关键词：算法 优化 混沌 群搜索优化算法 汽油调合优化
- 摘要：汽油调合配比生产优化是一种非线性约束的多峰优化问题。针对一般群智能优化算法在解决此类优化中易陷于局部最优解,提出了一种改进的群搜索优化算法——全局群搜索优化算法(GGSO)。该算法采用混沌机制初始化粒子在解空间内均匀分布...
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- PEDM: A 3D Position Encoding Diffusion Model for Industrial Cracking Furnace Scalar Field Data Generation被引量：2收藏
- 作者：Ding, Jian Cheng, Hui Hu, Guihua
- 机构：East China Univ Sci & Technol
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2024
- 关键词：Computational fluid dynamics - Data visualization - Encoding (symbols) - Iterative methods - Learning systems - Location - Signal encoding - Statistical tests - Three dimensional computer graphics
- 基于差分进化算法的控制变量参数化方法及其在化工过程动态优化中的应用(英文)被引量：0收藏
- 作者：孙帆 钟伟民 程辉 钱锋
- 机构：E China Univ Sci & Technol;E China Univ Sci & Technol
- 来源：《Chinese Journal of Chemical Engineering》 2013
- 关键词：差分进化算法 参数化方法 动态优化 化工过程 控制向量 应用 数值方法 时间间隔
- 摘要：Two general approaches are adopted in solving dynamic optimization problems in chemical processes, namely, the...
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- High-order quasi-clique detection based on motif similarity for complex networks被引量：0收藏
- 作者：Cheng, Hui Zhu, Jingxi Liu, Fangzhou Xue, Dong
- 机构：East China Univ Sci & Technol;Harbin Inst Technol
- 来源：PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS 2026
- 关键词：Quasi-clique detection Motif similarity Higher-order structure Complex networks
