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检索条件"机构=Centre for Process Analytics and Control Technology"
89 条 记 录,以下是71-80 订阅
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On-line re-optimisation control of a batch polymerisation reactor based on a hybrid recurrent neural network model
On-line re-optimisation control of a batch polymerisation re...
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American control Conference (ACC)
作者: Yuan Tian Jie Zhang J. Morris Centre for Process Analytics and Control Technology Department of Chemical & Process Engineering University of Newcastle Newcastle-upon-Tyne UK
A hybrid recurrent neural network model based on-line re-optimisation control strategy is developed for batch polymerisation reactors. The hybrid model contains a simplified mechanistic model covering material balance... 详细信息
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Inferential feedback control of distillation composition based on PCR and PLS models
Inferential feedback control of distillation composition bas...
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American control Conference (ACC)
作者: Jie Zhang Centre for Process Analytics and Control Technology Department of Chemical & Process Engineering University of Newcastle Newcastle-upon-Tyne UK
A principal component regression (PCR) and partial least squares (PLS) model based inferential feedback control strategy for distillation composition control is developed. PCR and PLS model based software sensors are ... 详细信息
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Nonlinear model predictive control based on multiple local linear models
Nonlinear model predictive control based on multiple local l...
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American control Conference (ACC)
作者: Jie Zhang J. Morris Centre for Process Analytics and Control Technology Department of Chemical & Process Engineering University of Newcastle Newcastle-upon-Tyne UK
A long range nonlinear predictive control strategy using multiple local linear models is proposed. The multiple local linear models are identified through recurrent neuro-fuzzy network training. In this modelling appr... 详细信息
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Recurrent neuro-fuzzy networks for the modelling and optimal control of batch processes
Recurrent neuro-fuzzy networks for the modelling and optimal...
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Conference of the North American Fuzzy Information processing Society - NAFIPS
作者: J. Zhang Centre for Process Analytics and Control Technology Department of Chemical & Process Engineering University of Newcastle Newcastle-upon-Tyne UK
A recurrent neuro-fuzzy network based strategy for batch process modelling and optimal control is presented. The recurrent neuro-fuzzy network allows the construction of a "global" nonlinear long-range predi... 详细信息
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Impurity Detection in Batch Pharmaceutical Production
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IFAC Proceedings Volumes 2001年 第5期34卷 37-46页
作者: E.B. Martin A.J. Morris Centre for Process Analytics and Control Technology University of Newcastle Newcastle upon Tyne NE1 7RU UK
Data from a reaction vessel producing a drug intermediate was analysed using the multivariate statistical techniques of principal component analysis and partial least squares. Due to the limited number of batches avai... 详细信息
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Tri-linear on-line monitoring of a batch process
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IFAC Proceedings Volumes 2001年 第25期34卷 655-660页
作者: X. Meng E.B. Martin A.J. Morris Centre for Process Analytics and Control Technology University of Newcastle Newcastle upon Tyne NE1 7RU England
For assured through batch process performance monitoring, a number of bilinear and tri-linear modelling techniques require information on the entire batch duration, to enable the on-line realisation of the nominal mod... 详细信息
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Latent variable selection in partial least squares modelling
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IFAC Proceedings Volumes 2001年 第25期34卷 463-468页
作者: Baibing Li Elaine Martin Julian Morris Centre for Process Analytics and Control Technology University of Newcastle Newcastle upon Tyne NE1 7RU United Kingdom
Selection of the number of latent variables in partial least squares (PLS) is an important issue in process modelling. In this paper, the Bayesian Information Criterion (BIC) is used to establish a rule for the determ... 详细信息
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The Monitoring of an Industrial Fed-Batch Fermentation process
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IFAC Proceedings Volumes 2001年 第5期34卷 143-148页
作者: N.M. Fletcher E.B. Martin A.J. Morris H. Quinn B. Hinge Centre for Process Analytics and Control Technology University of Newcastle Newcastle upon Tyne NE1 7RU UK Pfizer Ltd. Sandwich Kent
The monitoring of the evolution of batch and fed-batch processes based on the multivariate statistical projection technique of principal component analysis is investigated. Prior to developing a process representation... 详细信息
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Actuator fault diagnosis in a continuous stirred tank reactor using identification techniques
Actuator fault diagnosis in a continuous stirred tank reacto...
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European control Conference (ECC)
作者: Ron J. Patton C. J. Lopez Toribio Silvio Simani Julian Morris Elaine Martin Jie Zhang School of Engineering University of Hull UK School of Engineering University of Hull Hull Kingston upon Hull GB University of Ferrara Ferrara Italy Centre for Process Analytics and Control Technology (CPACT) University of Newcastle UK
This paper presents a model-based procedure for the detection and isolation of actuator faults in a chemical process. The diagnosis system is based on the estimation of process outputs. A dynamic Multi-input, multiple... 详细信息
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Role of Data Mining in Drug Development
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IFAC Proceedings Volumes 2001年 第5期34卷 445-450页
作者: E.B. Martin Y. Bissessur A.J. Morris B.V. Kara Centre for Process Analytics and Control Technology University of New castle. Newcastle upon Tyne. NE1 7RU. UK AVECIA Life Science Molecules. Belasis Ave. Billingham. TS23 1 YN. UK AstraZeneca Pharmaceuticals Alderley Park Macclesfield SK 10 4TG UK
Increasing attention is being paid to reducing the time taken from discovery to defining a final fermentation production process. Multivariate statistical data analysis and chemometric techniques can play an important... 详细信息
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