Composition Prediction of a Debutanizer Column using Equation Based Artificial Neural Network Model
暂无分享,去创建一个
Nasser Mohamed Ramli | Mohamed Azlan Hussain | Badrul Mohamed Jan | Bawadi Abdullah | M. A. Hussain | Bawadi Abdullah | N. Ramli | B. M. Jan
[1] Xinggao Liu,et al. Melt index prediction by RBF neural network optimized with an adaptive new ant colony optimization algorithm , 2011 .
[2] Manabu Kano,et al. Inferential control system of distillation compositions using dynamic partial least squares regression , 1998 .
[3] Kailash Singh,et al. Neural network applications for detecting process faults in packed towers , 2004 .
[4] Xinggao Liu,et al. A soft sensor based on adaptive fuzzy neural network and support vector regression for industrial melt index prediction , 2013 .
[5] Mohamed Azlan Hussain,et al. Control of a hydrolyzer in an oleochemical plant using neural network based controllers , 2010, Neurocomputing.
[6] Mohamed Azlan Hussain,et al. Review of the applications of neural networks in chemical process control - simulation and online implementation , 1999, Artif. Intell. Eng..
[7] Chonghun Han,et al. A nonlinear soft sensor based on multivariate smoothing procedure for quality estimation in distillation columns , 2000 .
[8] Hong Jiang,et al. Prediction of the Melt Index Based on the Relevance Vector Machine with Modified Particle Swarm Optimization , 2012 .
[9] Iqbal M. Mujtaba,et al. Neural-network approach to dynamic optimization of batch distillation: Application to a middle-vessel column , 2003 .
[10] Yan Xue-feng,et al. Hybrid artificial neural network based on BP-PLSR and its application in development of soft sensors , 2010 .
[11] Pierantonio Facco,et al. Moving average PLS soft sensor for online product quality estimation in an industrial batch polymerization process , 2009 .
[12] Youxian Sun,et al. Melt index prediction by neural networks based on independent component analysis and multi-scale analysis , 2006, Neurocomputing.
[13] Vijander Singh,et al. ANN-based estimator for distillation using Levenberg-Marquardt approach , 2007, Eng. Appl. Artif. Intell..
[14] Xinggao Liu,et al. Soft Sensing and Optimization of Pesticide Waste Incinerator , 2011, 2011 International Symposium on Advanced Control of Industrial Processes (ADCONIP).
[15] Yan Wang,et al. Prediction of effluent quality of a paper mill wastewater treatment using an adaptive network-based fuzzy inference system , 2011, Appl. Soft Comput..
[16] Xinggao Liu,et al. Melt index prediction by weighted least squares support vector machines , 2006 .
[17] Huaqin Jiang,et al. Melt index prediction using optimized least squares support vector machines based on hybrid particle swarm optimization algorithm , 2013, Neurocomputing.
[18] Nouna Kettaneh-Wold,et al. Analysis of mixture data with partial least squares , 1992 .
[19] David Shan-Hill Wong,et al. Development of adaptive soft sensor based on statistical identification of key variables , 2008 .
[20] B. Wayne Bequette,et al. Nonlinear system identification and model reduction using artificial neural networks , 2003, Comput. Chem. Eng..
[21] D. A. Bell,et al. Applied Statistics , 1953, Nature.
[22] Ali Zilouchian,et al. Application of Neural Networks in Oil Refineries , 2001 .
[23] Iqbal M. Mujtaba,et al. Optimal operation of dynamic processes under process-model mismatches: Application to batch distillation , 1998 .
[24] Luigi Fortuna,et al. Soft sensors for product quality monitoring in debutanizer distillation columns , 2005 .
[25] D. Seborg,et al. Estimating product composition profiles in batch distillation via partial least squares regression , 2004 .
[26] David Shan-Hill Wong,et al. Development of Adaptive Soft Sensor Based on Statistical Identification of Key Variables , 2008 .
[27] Chengye Zhao,et al. Melt index prediction based on fuzzy neural networks and PSO algorithm with online correction strategy , 2012 .
[28] Sirish L. Shah,et al. Inferential sensors for estimation of polymer quality parameters: Industrial application of a PLS-based soft sensor for a LDPE plant , 2006 .
[29] Ying-wei Zhang,et al. Complex process monitoring using modified partial least squares method of independent component regression , 2009 .
[30] Zhiqiang Ge,et al. A comparative study of just-in-time-learning based methods for online soft sensor modeling , 2010 .
[31] J. Fernandez de Canete,et al. Artificial Neural Networks for Identification and Control of a Lab-Scale Distillation Column using LABVIEW , 2008 .