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化工过程控制与优化
  • 项目名称：化工过程控制与优化
  • 项目类别：优秀青年科学基金项目
  • 批准号：61222303
  • 申请代码：F030118
  • 项目来源：国家自然科学基金
  • 研究期限：2013-01-01-2015-12-31
  • 项目负责人：杜文莉
  • 依托单位：华东理工大学
  • 批准年度：2012
中文摘要：

申请人围绕化工过程优质、节能、降耗、减排等优化运行需求，针对工业过程控制和优化实际应用中需要解决的科学与技术问题，在复杂化工过程建模、控制、优化方法及其关键技术应用等领域开展了相关研究工作（1）从数据处理、模型化方法以及模型参数实时求解等问题出发，提出了若干化工生产过程重要性能指标软测量模型及其在线校正方法；（2）从保障过程稳定运行出发，重点开展了基于动态神经网络的智能控制系统设计与基于多种监控量度指标的工业过程监控等方法研究；（3）针对化工过程多稳态复杂约束特点，从高效智能优化求解算法和动态实时优化方面开展了相关研究。研究工作应用于乙烯、精对苯二甲酸等大型化工装置中，创造了显著经济社会效益，关键技术已申请专利27项（授权16项），登记软件著作权21项，并获得国家科技进步二等奖4项，省部级一等奖8项等19项科技奖励。发表学术论文40余篇，其中SCI/EI收录论文35篇。

中文主题词： 化工过程；耦合建模；代理模型；动态多目标优化；进化计算
结论摘要：

英文主题词chemical process；coupled modelling；surrogate model；multi-objective dynamic optimization；evolutionary computation

成果综合统计
成果类型
数量
  • 期刊论文
  • 会议论文
  • 专利
  • 获奖
  • 著作
  • 131
  • 8
  • 0
  • 1
  • 0
期刊论文
Fault Detection and Diagnosis for Non-Gaussian Processes with Periodic Disturbance Based on AMRA-ICA
Development of a Kinetic Model for Industrial Entrained Flow Coal Gasifiers
多指标约束的满意 PID控制器设计
Locust Behaved Particle Swarm Optimization Technique
Modeling and Optimization of a Steam System in a Chemical Plant Containing Multiple Direct Drive Ste
Online updating of NIR model and its industrial application via adaptive wavelength selection and lo
Monitoring for nonlinear multiple modes process based on LL-SVDD-MRDA.
Dynamic multi-objective optimization of chemical process using Bare-bones MOPSO algorithm
Fault detection for a class of industrial processes based on recursive multiple models
High Dimension Feature Extraction based Visualized SOM Fault Diagnosis Method and Its Application in
Multi-Objective Differential Evolution with Ranking-Based Mutation Operator with Its Application in
Frequency Analysis and Compensation of Valve Stiction in Cascade Control Loops
A New Sample Selection and Modeling Method Basedon Near-Infrared Spectroscopy and Its Industrial App
Dynamicmulti-objective optimization of chemical process using Bare-bones MOPSOalgorithm.
ocust Behaved Particle Swarm OptimizationTechnique
基于MMTMV方法的多变量时变扰动系统性能评估
考虑切料过程的乙烯裂解炉炉群调度建模与优化
基于改进模糊C均值聚类算法的乙烯裂解炉原料识别.
基于收益共享契约的基础油供应链建模方法.
非线性零阶接近有界多模型神经网络自适应控制器
Developmentof a Kinetic Model for Industrial Entrained Flow Coal Gasifier
Hybrid Gradient Particle Swarm Optimization forDynamic Optimization Problems of Chemical Processes.
A Hybrid Improved GeneticAlgorithm and Its Application in Dynamic Optimization Problems of Chemical
Outlet TemperatureCorrelation and Prediction of Transfer Line Exchanger in an Industrial SteamEthyle
基于bootstrapGEI算法的碳二加氢反应器代理模型
CokeDeposition Influence Based on a Run Length Simulation of a 1,2-DichloroethaneCracker.
Dynamic Modeling and Control of Industrial CrudeTerephthalic Acid Hydropurification Process
Synthesis and Optimization of the Utility Systemusing parameter adaptive differential evolution algo
基于多模型混合最小方差控制的时变扰动控制系统性能评估
Fault detection for a class of industrialprocesses based on recursive multiple models
Frequencyanalysis and compensation of valve stiction in cascade control loops
A novel adaptive algorithm with near-infraredspectroscopy and its application in online gasoline ble
Tracking control of networked multi‐agent systems undernew characterizations of impulses and its app
An improved teaching-learning-based optimizationalgorithm for numerical and engineering optimization
Optimization of p-xylene oxidation reaction processbased on self-adaptive multi-objective differenti
Compartmentmodeling of coal gasification in an entrained flow gasifier: A study on theinfluence of o
Modeling and Optimization of the Steam TurbineNetwork of an Ethylene Plant.
Onlineupdating of NIR model and its industrial application via adaptive wavelengthselection and loca
Novel Control VectorParameterization Method with Differential Evolution Algorithm and itsApplication
Monitoring for Nonlinear Multiple Modes Process Basedon LL-SVDD-MRDA
Multi-objective differential evolution withranking-based mutation operator and its application in ch
Fault Detection andDiagnosis for Non-Gaussian Processes with Periodic Disturbance Based onAMRA-ICA
基于换热器分时共享机制的多时期换热网络结构设计
基于多模型广义预测控制器的DRTO双层结构.
多指标约束的满意控制器设计
兼顾负荷变化的裂解炉炉群调度建模与优化
改进的教学优化算法及其应用
基于收益共享契约的基础油供应链建模方法
一种改进的差分进化算法及其在补料分批式生化反应器动态优化中的应用
基于Kriging代理模型的序列优化
一种基于CUDA的并行多目标进化算法
基于迁移学习的裂解炉产率建模
二甲苯模拟移动床分离过程建模与仿真
Three Stage Equilibrium Model for Coal Gasification in Entrained Flow Gasifiers Based on Aspen Plus
An improved teaching-learning-based optimization algorithm for numerical and engineering optimizatio
Compartment Modeling of Coal Gasification in an Entrained Flow Gasifier: A Study on the Influence of
Hybrid Gradient Particle Swarm Optimization for Dynamic Optimization Problems of Chemical Processes
Modeling and Optimization of the Steam Turbine Network of an Ethylene Plant
基于Kriging的差分进化算法及其在苯乙烯流程优化中的应用
全局群搜索优化算法及其在汽油调合中的应用
化工过程运行优化研究进展
Modelingand Optimization of a Steam System in a Chemical Plant Containing MultipleDirect Drive Steam
Dynamic Optimization of Chemical Processes UsingNonuniform Discretization Control Vector Parameteriz
High Dimension Feature Extraction basedVisualized SOM Fault Diagnosis Method and Its Application in
Three Stage Equilibrium Modelfor Coal Gasification in Entrained Flow Gasifiers Based on Aspen Plus
ThermodynamicAnalysis and Process Simulation of an Industrial Acetic Acid DehydrationSystem via Hete
基于证据网络的多变量MPC经济性能评估
基于多模型广义预测控制器的DRTO双层结构
Hellinger distance based probability distribution approach to performance monitoring of nonlinear control systems
Synthesis and optimization of utility system using parameter adaptive differential evolution algorithm
Outlet Temperature Correlation and Prediction of Transfer Line Exchanger in an Industrial Steam Ethylene Cracking Process
一种基于D—S和ARIMA的多模型软测量方法
Novel Control Vector Parameterization Method with Differential Evolution Algorithm and Its Application in Dynamic Optimization of Chemical Processes
芳烃二甲苯异构化反应过程动态模拟
多指标约束的满意PI^λD^μ控制器设计
基于二阶段自适应多模型的聚合釜温度控制
基于约束骨干粒子群算法的化工过程动态多目标优化
基于高维特征提取的可视化SOM故障诊断方法及其在PX氧化过程中的应用
A Hybrid Improved Genetic Algorithm and Its Application in Dynamic Optimization Problems of Chemical Processes
A New Sample-Selection and Modeling Method Based on Near-Infrared Spectroscopy and Its Industrial Application
Dynamic Multi-objective Optimization of Chemical Processes Using Modified Bare- Bones MOPSO Algorithm
基于动态优化的多模型广义预测控制器设计
基于改进模糊C均值聚类算法的乙烯裂解原料识别
一种基于梯度信息的多目标优化算法
一种求解混合整数非线性规划问题的混合优化方法
An agent-based service-oriented integration architecture for chemical process automation
会议论文
Process Monitoring with Global Probability Boundary-Based on Gaussian Mixture Model
Locust Behaved Particle Swarm Optimization Technique
Fault diagnosis of CTA Hydrogenation Process based on KPCA
Octane model based on principal component analysis and neural network by near-infrared spectroscopy
Process Monitoring with Global Probability Boundary-Based on Gaussian Mixture Model,
Fault diagnosis of CTA Hydrogenation Process based on KPCA
Dynamic Optimization of Chemical EngineeringProblems Using Affinity Propagation Based Estimation of
Dynamic multi-objective optimization of chemical process using Bare-bones MOPSO algorithm
获奖
汽油在线管道调合成套技术开发及工业应用示范
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杜文莉的项目
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炼油生产过程全局优化运行的集成建模理论与技术
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　基于多源信息融合的软测量与推断控制技术及应用
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