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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- Causal Network Structure Learning Based on Partial Least Squares and Causal Inference of Nonoptimal Performance in the Wastewater Treatment Process被引量：0收藏
- 作者：Wang, Yuhan Yang, Dan Peng, Xin Zhong, Weimin Cheng, Hui
- 机构：East China Univ Sci & Technol
- 来源：PROCESSES 2022
- 关键词：nonoptimal cause identification Granger causality analysis Bayesian network partial least squares
- 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
- 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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