The accuracy and efficiency of GA and PSO optimization schemes on estimating reaction kinetic parameters of biomass pyrolysis
作者： Yanming Ding , Wenlong Zhang , Lei Yu , Kaihua Lu
DOI: 10.1016/J.ENERGY.2019.04.030
关键词: Particle swarm optimization 、 Biological system 、 Genetic algorithm 、 Biomass 、 Mathematics 、 Kinetic energy 、 Optimization problem 、 Convergence (routing) 、 Heuristic (computer science) 、 Pyrolysis
摘要: … biomass pyrolysis is a relatively difficult optimization problem due to the complexity of pyrolysis … the three-component parallel reaction mechanism of biomass pyrolysis. Especially, the …
sci-hub.se 参考文章(32)
Lin Jiang, Hua-Hua Xiao, Jia-Jia He, Qi Sun, Liang Gong, Jin-Hua Sun, Application of genetic algorithm to pyrolysis of typical polymers Fuel Processing Technology. ,vol. 138, pp. 48- 55 ,(2015) , 10.1016/J.FUPROC.2015.05.001
B. Saha, P. Karthik Reddy, A.K. Ghoshal, Hybrid genetic algorithm to find the best model and the globally optimized overall kinetics parameters for thermal decomposition of plastics Chemical Engineering Journal. ,vol. 138, pp. 20- 29 ,(2008) , 10.1016/J.CEJ.2007.05.024
Diego Martinez Prata, Marcio Schwaab, Enrique Luis Lima, José Carlos Pinto, Nonlinear dynamic data reconciliation and parameter estimation through particle swarm optimization: Application for an industrial polypropylene reactor Chemical Engineering Science. ,vol. 64, pp. 3953- 3967 ,(2009) , 10.1016/J.CES.2009.05.028
Sergey Vyazovkin, Alan K. Burnham, José M. Criado, Luis A. Pérez-Maqueda, Crisan Popescu, Nicolas Sbirrazzuoli, ICTAC Kinetics Committee recommendations for performing kinetic computations on thermal analysis data Thermochimica Acta. ,vol. 520, pp. 1- 19 ,(2011) , 10.1016/J.TCA.2011.03.034
Lukáš Gašparovič, Zuzana Koreňová, Ľudovít Jelemenský, Kinetic study of wood chips decomposition by TGA Chemical Papers. ,vol. 64, pp. 174- 181 ,(2010) , 10.2478/S11696-009-0109-4
Morten Gunnar Grønli, Gábor Várhegyi, Colomba Di Blasi, Thermogravimetric Analysis and Devolatilization Kinetics of Wood Industrial & Engineering Chemistry Research. ,vol. 41, pp. 4201- 4208 ,(2002) , 10.1021/IE0201157
Kai-Yuan Li, Xinyan Huang, Charles Fleischmann, Guillermo Rein, Jie Ji, Pyrolysis of Medium-Density Fiberboard: Optimized Search for Kinetics Scheme and Parameters via a Genetic Algorithm Driven by Kissinger’s Method Energy & Fuels. ,vol. 28, pp. 6130- 6139 ,(2014) , 10.1021/EF501380C
A.C. Fernandez-Pello, C. Lautenberger, Optimization Algorithms for Material Pyrolysis Property Estimation Fire Safety Science. ,vol. 10, pp. 751- 764 ,(2011) , 10.3801/IAFFS.FSS.10-751
Chengfang Song, Parameter estimation of the pyrolysis model for fir based on particle swarm algorithm international conference on mechanic automation and control engineering. pp. 2354- 2357 ,(2011) , 10.1109/MACE.2011.5987453
Chris Lautenberger, Guillermo Rein, Carlos Fernandez-Pello, The application of a genetic algorithm to estimate material properties for fire modeling from bench-scale fire test data Fire Safety Journal. ,vol. 41, pp. 204- 214 ,(2006) , 10.1016/J.FIRESAF.2005.12.004