MULTIVARIABLE

作品数：107被引量：242H指数：7
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相关领域：自动化与计算机技术更多>>
相关作者：陈之兵张新建郑怀林陈维南童丽更多>>
相关机构：深圳大学国防科学技术大学东南大学艾默生电气中国投资有限公司更多>>
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相关基金：国家自然科学基金中国博士后科学基金国家重点基础研究发展计划北京市自然科学基金更多>>
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Multivariable identification of membrane fouling based on compacted cascade neural network
《Chinese Journal of Chemical Engineering》2023年第1期37-45,共9页Kun Ren Zheng Jiao Xiaolong Wu Honggui Han 
supports by National Key Research and Development Project(2018YFC1900800-5);National Natural Science Foundation of China(61890930-5,62021003,61903010 and 62103012);Beijing Outstanding Young Scientist Program(BJJWZYJH01201910005020);Beijing Natural Science Foundation(KZ202110005009 and 4214068).
The membrane fouling phenomenon,reflected with various fouling characterization in the membrane bioreactor(MBR)process,is so complicated to distinguish.This paper proposes a multivariable identification model(MIM)base...
关键词：Membrane fouling PERMEABILITY Cascade neural networks Model PREDICTION 
Multivariable Decoupling Predictive Control Based on QFT Theory and Application in CSTR Chemical Process
《Chinese Journal of Chemical Engineering》2006年第6X期765-769,共5页王增会 陈增强 孙青林 袁著祉 
the National Natural Science Foundation of China (No.60374037, No.60574036);the Program for New CenturyExcellent Talents in Education Ministry (NCET);the Specialized Research Fund for the Doctoral Program of Higher Edu-cation of China (No.20050055013)
A novel method of incorporating generalized predictive control GPC algorithms based on quantitative feedback theory QFT principles is proposed for solving the feedback control problem of the highly uncertain and cross...
关键词：quantitative feedback theory generalized predictive control decouple multivariable uncertain system frequency domain design 
Multivariable Decoupling Predictive Control Based on QFT Theory and Application in CSTR Chemical Process被引量：4
《Chinese Journal of Chemical Engineering》2006年第6期765-769,共5页王增会 陈增强 孙青林 袁著祉 
Supported by the National Natural Science Foundation of China (No.60374037, No.60574036), the Program for New Century Excellent Talents in Education Ministry (NCET), and the Specialized Research Fund for the Doctoral Program of Higher Education of China (No.20050055013).
A novel method of incorporating generalized predictive control (GPC) algorithms based on quantitative feedback theory (QFT) principles is proposed for solving the feedback control problem of the highly uncertain and c...
关键词：quantitative feedback theory  generalized PREDICTIVE control  decouple  MULTIVARIABLE uncertain system frequency domain design 
Performance Monitoring and Diagnosis of Multivariable Model Predictive Control Using Statistical Analysis被引量：11
《Chinese Journal of Chemical Engineering》2006年第2期207-215,共9页张强 李少远 
Supported by the National Natural Science Foundation of China (Nos.60474051, 60534020), the Key Technology and Devel-opment Program of Shanghai Science and Technology Department (No.04DZ11008), and the Program for New Century Ex-cellent Talents in the University of China (NCET).
A statistic-based benchmark was proposed for performance assessment and monitoring of model predic- tive control; the benchmark was straightforward and achievable by recording a set of output data only when the contro...
关键词：predictive control performance monitoring DIAGNOSIS principal component analysis 
Multivariable Nonlinear Proportional-Integral-Derivative Decoupling Control Based on Recurrent Neural Networks被引量：6
《Chinese Journal of Chemical Engineering》2004年第5期677-681,共5页张燕 陈增强 杨鹏 袁著祉 
SupportedbytheNationalNaturalScienceFoundationofChina(No.60174021andNo.60374037).
A nonlinear proportional-integral-derivative (PID) controller is constructed based on recurrent neural networks. In the control process of nonlinear multivariable systems, several nonlinear PID controllers have been a...
关键词：process control reaction engineering neural network 
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