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检索条件"机构=Centre for process Analytics and Control Technology"
89 条 记 录,以下是51-60 订阅
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Analysis of Nonlinear Partial Least Squares Algorithms
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IFAC Proceedings Volumes 2004年 第9期37卷 739-744页
作者: S. Kumar U. Kruger E.B. Martin A.J. Morris Centre of Process Analytics and Process Technology University of Newcastle NE1 7RU U.K. Intelligent Systems and Control Group Queen's University Belfast BT9 5AH U.K.
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
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Adaptive partial least squares with application to process monitoring  5
Adaptive partial least squares with application to process m...
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5th IFAC Symposium on Fault Detection, Supervision and Safety of Technical processes, Safeprocess 2003
作者: Kumar, S. Thennadil, S.N. 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
Partial least squares has been applied in process modelling and process performance monitoring where a large number of correlated variables are recorded. The most commonly implemented algorithm for identifying a PLS m... 详细信息
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Neural network model based batch-to-batch optimal control
Neural network model based batch-to-batch optimal control
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IEEE International Symposium on Intelligent control (ISIC)
作者: Jie Zhang Centre for Process Analytics and Control Technology School of Chemical Engineering & Advanced Materials University of Newcastle Newcastle-upon-Tyne UK
A neural network based batch to batch optimal control strategy is proposed in this paper. To overcome the difficulty in developing mechanistic models for batch processes, neural network models are developed from proce... 详细信息
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Improving data based nonlinear process modelling through Bayesian combination of multiple neural networks
Improving data based nonlinear process modelling through Bay...
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International Joint Conference on Neural Networks (IJCNN)
作者: Z. Ahmad Jie Zhang Centre for Process Analytics and Control Technology School of Chemical Engineering and Advanced Materials University of Newcastle Newcastle-upon-Tyne UK
A single neural network model developed from a limited amount of data usually lacks robustness. Thus combining multiple neural networks can enhance the neural network model performance. In this paper, a Bayesian combi... 详细信息
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Multi-objective optimal control of batch processes using recurrent neuro-fuzzy networks
Multi-objective optimal control of batch processes using rec...
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International Joint Conference on Neural Networks (IJCNN)
作者: Jie Zhang Centre for Process Analytics and Control Technology School of Chemical Engineering and Advanced Materials University of Newcastle Newcastle-upon-Tyne UK
A recurrent neuro-fuzzy network based strategy for batch process modelling and multi-objective optimal control is presented. In this recurrent neuro-fuzzy network a "global" nonlinear long-range prediction m... 详细信息
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Batch-to-batch model-based iterative optimisation control for a batch polymerisation reactor
Batch-to-batch model-based iterative optimisation control fo...
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American control Conference (ACC)
作者: Zhihua Xiong Jie Zhang Centre for Process Analytics and Control Technology School of Chemical Engineering and Advanced Materials University of Newcastle Newcastle-upon-Tyne UK
A batch-to-batch model-based iterative optimisation control strategy for a batch polymerisation reactor is proposed. Because the reference sequences for product quality variables during a batch are usually difficult t... 详细信息
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Adaptive Partial Least Squares with Application to process Monitoring
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IFAC Proceedings Volumes 2003年 第5期36卷 789-794页
作者: S. Kumar S.N. Thennadil A.J. Morris E.B. Martin Centre for Process Analytics and Control Technology School of Chemical Engineering and Advanced Materials University of Newcastle Newcastle upon Tyne NE1 7RU England UK
Partial least squares has been applied in process modelling and process performance monitoring where a large number of correlated variables are recorded. The most commonly implemented algorithm for identifying a PLS m... 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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