Modeling of ammonia conversion rate in ammonia synthesis based on a hybrid algorithm and least squares support vector regression
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Wei Xu | Lingbo Zhang | Xingsheng Gu | W. Xu | Xingsheng Gu | Lingbo Zhang
[1] Ben Niu,et al. A Novel PSO-DE-Based Hybrid Algorithm for Global Optimization , 2008, ICIC.
[2] Saman K. Halgamuge,et al. Self-organizing hierarchical particle swarm optimizer with time-varying acceleration coefficients , 2004, IEEE Transactions on Evolutionary Computation.
[3] D. Annable,et al. Application of the Temkin kinetic equation to ammonia synthesis in large-scale reactors , 1952 .
[4] Asghar Husain,et al. Modeling and simulation of an ammonia synthesis loop , 1982 .
[5] M. Molaei,et al. CFD Simulation of a Methane Steam Reforming Reactor , 2008 .
[6] Bjarne Andresen,et al. Optimal temperature profile for an ammonia reactor , 1986 .
[7] Jun Li,et al. Dynamic temperature modeling of an SOFC using least squares support vector machines , 2008 .
[8] B. V. Babu,et al. Optimization of reactive distillation processes using differential evolution strategies , 2007 .
[9] Corinna Cortes,et al. Support-Vector Networks , 1995, Machine Learning.
[10] Russell C. Eberhart,et al. Parameter Selection in Particle Swarm Optimization , 1998, Evolutionary Programming.
[11] L. D. Gaines,et al. Ammonia synthesis loop variables investigated by steady-state simulation , 1979 .
[12] Feng-Sheng Wang,et al. Evolutionary optimization with data collocation for reverse engineering of biological networks , 2005, Bioinform..
[13] Russell C. Eberhart,et al. A new optimizer using particle swarm theory , 1995, MHS'95. Proceedings of the Sixth International Symposium on Micro Machine and Human Science.
[14] Maurice Clerc,et al. The particle swarm - explosion, stability, and convergence in a multidimensional complex space , 2002, IEEE Trans. Evol. Comput..
[15] Jian Liu,et al. Transformation model estimation of image registration via least square support vector machines , 2006, Pattern Recognit. Lett..
[16] Zhen Yang,et al. Genetic algorithm-least squares support vector regression based predicting and optimizing model on carbon fiber composite integrated conductivity , 2010 .
[17] Zhiwei Guo,et al. Application of Least Squares Support Vector Machine for Regression to Reliability Analysis , 2009 .
[18] Rainer Storn,et al. Differential Evolution – A Simple and Efficient Heuristic for global Optimization over Continuous Spaces , 1997, J. Glob. Optim..
[19] Hakan Temeltas,et al. Fuzzy-differential evolution algorithm for planning time-optimal trajectories of a unicycle mobile robot on a predefined path , 2004, Adv. Robotics.
[20] P. Brian,et al. Steady-state simulation of an ammonia synthesis converter , 1965 .
[21] Xueguang Shao,et al. A consensus least squares support vector regression (LS-SVR) for analysis of near-infrared spectra of plant samples. , 2007, Talanta.
[22] S. Elnashaie,et al. Digital simulation of an industrial ammonia reactor , 1988 .
[23] James Kennedy,et al. Particle swarm optimization , 1995, Proceedings of ICNN'95 - International Conference on Neural Networks.
[24] Manesh J. Shah. CONTROL SIMULATION IN AMMONIA PRODUCTION , 1967 .
[25] S. Kannan,et al. Application and comparison of metaheuristic techniques to generation expansion planning problem , 2005, IEEE Transactions on Power Systems.
[26] Amit Konar,et al. Particle Swarm Optimization and Differential Evolution Algorithms: Technical Analysis, Applications and Hybridization Perspectives , 2008, Advances of Computational Intelligence in Industrial Systems.
[27] Johan A. K. Suykens,et al. Least Squares Support Vector Machine Classifiers , 1999, Neural Processing Letters.
[28] N. Viswanadham,et al. Identification and optimization of ammonia reactors through hybrid simulation , 1977, 1977 IEEE Conference on Decision and Control including the 16th Symposium on Adaptive Processes and A Special Symposium on Fuzzy Set Theory and Applications.
[29] Tim Hendtlass,et al. A Combined Swarm Differential Evolution Algorithm for Optimization Problems , 2001, IEA/AIE.
[30] Said S.E.H. Elnashaie,et al. Simulation and optimization of an industrial ammonia reactor , 1988 .
[31] Donald C. Wunsch,et al. Modeling of gene regulatory networks with hybrid differential evolution and particle swarm optimization , 2007, Neural Networks.
[32] B. V. Babu,et al. Optimal design of an auto-thermal ammonia synthesis reactor , 2005, Comput. Chem. Eng..