Prognostication of lignocellulosic biomass pyrolysis behavior using ANFIS model tuned by PSO algorithm

Mortaza Aghbashlo,Meisam Tabatabaei,Mohammad Hossein Nadian,Vandad Davoodnia,Salman Soltanian

Fuel（2019）

引用 83|浏览3

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摘要

•Biomass pyrolysis behavior was estimated from its main constituents and heating rate.•The kinetic constants of lignocellulose pyrolysis were predicted by ANFIS–PSO model.•The developed framework could accurately estimate the biomass pyrolysis behavior.•A practical and handy software was designed for predicting biomass pyrolysis kinetics.

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关键词

Adaptive network-based fuzzy inference system,Lignocellulosic biomass,Particle swarm optimization algorithm,Pyrolysis kinetics,Thermogravimetric analysis

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