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检索条件"机构=Centre for process Analytics and Control Technology"
89 条 记 录,以下是1-10 订阅
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A revised state space modelling approach and improved fault detection using combined index monitoring for dynamic processes
A revised state space modelling approach and improved fault ...
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作者: Stubbs, S. Zhang, J. Morris, J. Centre for Process Analytics and Control Technology Newcastle University Newcastle NE1 7RU United Kingdom
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
来源: 评论
Neural network based on-line re-optimisation of fed-batch processes using iterative dynamic programming for discrete-time systems  15th
Neural network based on-line re-optimisation of fed-batch pr...
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15th World Congress of the International Federation of Automatic control, 2002
作者: Xiong, Zhihua Zhang, Jie Centre for Process Analytics and Control Technology Department of Chemical and Process Engineering University of Newcastle Newcastle upon TyneNE1 7RU United Kingdom
Optimisation of fed-batch processes can be described as a constrained nonlinear end-point dynamic optimisation problem. Although iterative dynamic programming (IDP) is feasible, it is usually very time-consuming and v... 详细信息
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Local linear and non-linear multi-way partial least squares batch modelling  15th
Local linear and non-linear multi-way partial least squares ...
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15th World Congress of the International Federation of Automatic control, 2002
作者: Fletcher, N.M. Morris, A.J. Martin, E.B. Centre for Process Analytics and Control Technology University of Newcastle Newcastle upon TyneNE1 7RU United Kingdom
An industrial fed-batch fermentation process forms the basis of a study that illustrates the development and use of local models for the construction of a performance monitoring scheme. Linear models are initially bui... 详细信息
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Detection of process model change in PLS based performance monitoring  15th
Detection of process model change in PLS based performance m...
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15th World Congress of the International Federation of Automatic control, 2002
作者: Kumar, Sukhbinder Martin, Elaine B. Morris, Julian Centre for Process Analytics and Control Technology Merz Court University of Newcastle Newcastle upon TyneNE1 7RU United Kingdom
The detection of process changes using a partial least squares (PLS) based monitoring scheme can be achieved through the interrogation of two metrics, Hotelling's T and the Q-statistic. The Q-statistic has been sh... 详细信息
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A comparison of canonical variate analysis and partial least squares for the identification of dynamic processes
A comparison of canonical variate analysis and partial least...
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American control Conference (ACC)
作者: A. Simoglou E.B. Martin A.J. Morris Centre for Process Analytics and Control Technology University of Newcastle UK
This study contributes to the comparison of partial least squares (PLS) and canonical variate analysis (CVA) for the identification of dynamic systems. Two model forms, autoregressive with exogenous inputs and state s... 详细信息
来源: 评论
Confidence limits for contribution plots
Confidence limits for contribution plots
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作者: Conlin, A.K. Martin, E.B. Morris, A.J. Centre for Process Analytics and Control Technology University of Newcastle Newcastle upon Tyne NE1 7RU United Kingdom
An issue often raised in multivariate statistical process control, when using statistical projection-based techniques to define nominal process behaviour, is that of the assured identification of the variables causing... 详细信息
来源: 评论
PAT: The extraction of maximum information from messy spectral data  10th
PAT: The extraction of maximum information from messy spectr...
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10th IFAC Symposium on Computer Applications in Biotechnology, 2007
作者: Chen, Zeng-Ping Morris, Julian Centre for Process Analytics and Control Technology School of Chemical Engineering and Advanced Materials University of Newcastle upon TyneNE1 7RU United Kingdom
With the increasing take-up of PAT1 by the pharma- and bio-industries there is a critical need for robust spectral calibrations for processes which are subject to the variations in physical properties such as sample c... 详细信息
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Modelling temperature4nduced spectral variations in chemical process monitoring  7th
Modelling temperature4nduced spectral variations in chemical...
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7th IFAC Symposium on Dynamics and control of process Systems, DYCOPS 2004
作者: Chen, Zeng-Ping Morris, Julian Martin, Elaine Centre for Process Analytics and Control Technology School of Chemical Engineering and Advanced Materials University of Newcastle upon Tyne NE1 7RU United Kingdom
With a view to ensuring the validity of multivariate calibration models in the presence of temperature variations, a new methodology, individual contribution standardization (ICS), is proposed to correct for temperatu... 详细信息
来源: 评论
Batch monitoring through common subspace models  7th
Batch monitoring through common subspace models
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7th International Symposium on Advanced control of Chemical processes, ADCHEM 2003
作者: Lane, S. Martin, E.B. Morris, A.J. Centre for Process Analytics and Control Technology School of Chemical Engineering and Advanced Materials University of Newcastle Newcastle upon TyneNE1 7RU United Kingdom
Multi-way statistical projection techniques have typically been applied in the development of monitoring models for single recipe or single grade production As defined, implementation of these techniques in multi-prod... 详细信息
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Parameter estimation for batch processes using a Bayesian approach  7th
Parameter estimation for batch processes using a Bayesian ap...
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7th IFAC Symposium on Dynamics and control of process Systems, DYCOPS 2004
作者: Lu, Zhen Martin, Elaine B. Morris, Julian Centre for Process Analytics and Control Technology School of Chemical Engineering and Advanced Materials University of Newcastle Newcastle upon TyneNE1 7RU United Kingdom
In a changing operational environment, a major challenge that still exits is the assured state and parameter estimation of dynamic processes. The values or expressions of important parameters can be difficult to deter... 详细信息
来源: 评论