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检索条件"机构=Centre for Process Analytics and Control Technology"
89 条 记 录,以下是21-30 订阅
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Computation of the performance of shewhart control charts  7th
Computation of the performance of shewhart control charts
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7th International Symposium on Advanced control of Chemical processes, ADCHEM 2003
作者: Mulder, Pieter Morris, Julian Martin, Elaine B. Centre for Process Analytics and Control Technology School of Chemical Engineering and Advanced Materials University of Newcastle Newcastle upon TyneNE1 7RU United Kingdom
The performance of a control chart in statistical process control is often quantified in terms of the Average Run Length (ARL). The ARL enables a comparison to be undertaken between various monitoring strategies. Thes... 详细信息
来源: 评论
Towards the robust application of PAT in real time control
Towards the robust application of PAT in real time control
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作者: Morris, Julian Chen, Zengping Lovett, David Centre for Process Analytics and Control Technology Newcastle University United Kingdom State Key Laboratory of Chemo/Biosensing and Chemometrics Hunan University China Perceptive Engineering Daresbury Innovation Centre Daresbury Cheshire United Kingdom
process Analytical Technologies (PAT) are increasingly being explored and adopted by pharma-chem and bio-pharma companies for enhanced process understanding, Quality by Design (QbD) and Real-time-Release (RTR). To ach... 详细信息
来源: 评论
Modeling and optimal control of fed-batch processes using control affine feedforward neural networks
Modeling and optimal control of fed-batch processes using co...
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American control Conference (ACC)
作者: Zhihua Xiong Jie Zhang Centre for Process Analytics and Control Technology Department of Chemical and Process Engineering University of Newcastle UK
Many fed-batch processes can be considered as a class of control-affine nonlinear systems. In this paper, a new methodology of neural networks, called the control Affine Feedforward Neural Network (CAFNN), is proposed... 详细信息
来源: 评论
Detection of process model changes in PCA based performance monitoring
Detection of process model changes in PCA based performance ...
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American control Conference (ACC)
作者: S. Kumar E.B. Martin J. Morris Centre for Process Analytics & Control Technology Merz Court University of Newcastle UK
The detection of process changes through a principal component analysis based monitoring scheme can be achieved through the interrogation of two metrics, Hotelling's T/sup 2/ and the Q-statistic. The Q-statistic h... 详细信息
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Analysis of nonlinear partial least squares algorithms  7th
Analysis of nonlinear partial least squares algorithms
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7th IFAC Symposium on Dynamics and control of process Systems, DYCOPS 2004
作者: Kumar, S. Kruger, U. Martin, E.B. Morris, A.J. Centre of Process Analytics and Process Technology University of Newcastle NE1 7RU United Kingdom Intelligent Systems and Control Group Queen's University Belfast BT9 5AH United Kingdom
This paper presents an analysis of nonlinear extensions to Partial Least Squares (PLS) using error-based minimization techniques. The analysis revealed that such algorithms are maximizing the accuracy with which the r... 详细信息
来源: 评论
Classifying green teas with near infrared hyperspectral imaging
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NIR news 2019年 第1-2期31卷 20 - 23页
作者: Puneet Mishra Alison Nordon WestCHEM Department of Pure and Applied Chemistry and Centre for Process Analytics and Control Technology University of Strathclyde Glasgow UK
来源: 评论
Investigation of calibration-free resolution techniques and independent component analysis  7th
Investigation of calibration-free resolution techniques and ...
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7th International Symposium on Advanced control of Chemical processes, ADCHEM 2003
作者: Triadaphillou, S. Wells, I. Morris, A.J. Martin, E.B. Centre for Process Analytics and Control Technology School of Chemical Engineering and Advanced Materials University of Newcastle Newcastle upon TyneNE1 7RU United Kingdom Avecia Process Technology Department GrangemouthFK3 8XG United Kingdom
Calibration-free resolution techniques provide an alternative approach to the development of a calibration model. These combine spectroscopic measurement coupled with mathematical and statistical assumptions and give ... 详细信息
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A Revised State Space Modelling Approach and Improved Fault Detection Using Combined Index Monitoring for Dynamic processes
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IFAC Proceedings Volumes 2010年 第5期43卷 805-810页
作者: S. Stubbs J. Zhang J. Morris Centre for Process Analytics and Control Technology Newcastle University Newcastle NE1 7RU UK (Tel: +***)
Larimore's state space model derivation and stochastic estimation algorithm, first published in 1983, have been the adopted standard for deriving the state variables and parameters of the five (5) matrices state s... 详细信息
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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
来源: 评论
A training method for enhancing neural network model generalisation
A training method for enhancing neural network model general...
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International Joint Conference on Neural Networks (IJCNN)
作者: J. Zhang Centre for Process Analytics and Control Technology Department of Chemical & Process Engineering University of Newcastle Newcastle-upon-Tyne UK
A training method for enhancing neural network model generalisation is proposed. In this method, a neural network is trained and tested alternatively on a training data set and a testing data set. Unlike in convention... 详细信息
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