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Estimation of beech pyrolysis kinetic parameters by Shuffled Complex Evolution
- Ding, Yanming, Wang, Changjian, Chaos, Marcos, Chen, Ruiyu, Lu, Shouxiang
- Bioresource technology 2016 v.200 pp. 658-665
- Fagus, algorithms, bioenergy, cellulose, feedstocks, heat, hemicellulose, lignin, models, pyrolysis, thermogravimetry
- The pyrolysis kinetics of a typical biomass energy feedstock, beech, was investigated based on thermogravimetric analysis over a wide heating rate range from 5K/min to 80K/min. A three-component (corresponding to hemicellulose, cellulose and lignin) parallel decomposition reaction scheme was applied to describe the experimental data. The resulting kinetic reaction model was coupled to an evolutionary optimization algorithm (Shuffled Complex Evolution, SCE) to obtain model parameters. To the authors’ knowledge, this is the first study in which SCE has been used in the context of thermogravimetry. The kinetic parameters were simultaneously optimized against data for 10, 20 and 60K/min heating rates, providing excellent fits to experimental data. Furthermore, it was shown that the optimized parameters were applicable to heating rates (5 and 80K/min) beyond those used to generate them. Finally, the predicted results based on optimized parameters were contrasted with those based on the literature.