TY - JOUR
T1 - A meta-analysis of thermo-physical and chemical aspects in CFD modelling of pyrolysis of a single wood particle in the thermally thick regime
AU - Maziarka, Przemyslaw
AU - Anca-Couce, Andrés
AU - Prins, Wolter
AU - Ronsse, Frederik
N1 - Funding Information:
This research was funded by the GreenCarbon. The GreenCarbon project has received funding from the European Union’s Horizon 2020 research and innovation programme under the Marie Skłodowska-Curie grant agreement No 721991.
Funding Information:
The authors would like to thank UGent's High-Performance Computing centre (HPC-UGent) for providing the computing resources. We would also like to express our sincere gratitude to Kenneth Hoste for his invaluable help with the configuration of the software on the infrastructure and troubleshooting the connection issues.
Publisher Copyright:
© 2022 Elsevier B.V.
PY - 2022/10/15
Y1 - 2022/10/15
N2 - Thermochemical conversion of larger biomass particles (thermally thick regime) toward high-end products still suffers from an unrevealed quantitative relationship between process and product parameters. The main issue relates to the influence of heating rate within the particle, critical conversion-wise but difficult to assess experimentally. Computational fluid dynamics (CFD) modelling may help, but first the model must prove its reliability to prevent error transfer to the results. This study aimed to provide an unbiased, state-of-the-art model constructed in a stepwise mode to investigate the heating rate's distribution. Several datasets with broadly varying parameters from the literature were used for the development and validation since the reproduction of datasets would not bring novelty to solving the problem. Instead of the model's calibration to fit to the data, the parameters for each step-model were meticulously selected to match the experimental conditions. The stepwise development showed the best accuracy when the anisotropy and the heat sink drying sub-model were implemented. Moreover, using the Ranzi-Anca-Couce (RAC) scheme led to more accurate results than the Ranzi scheme. The comprehensive model was positively validated against a broad range of production parameters (pyrolysis temperature: 500 °C − 840 °C, diameter of particles: 10 mm − 20 mm, shapes: cylinders and spheres). Investigation showed a pattern in volatiles release profiles and homogeneous heating rate distribution when particle size is below 4 mm. Despite basing the models on the literature's data, the study includes novel and valuable insights for biomass conversion and constitutes a solid foundation for future development.
AB - Thermochemical conversion of larger biomass particles (thermally thick regime) toward high-end products still suffers from an unrevealed quantitative relationship between process and product parameters. The main issue relates to the influence of heating rate within the particle, critical conversion-wise but difficult to assess experimentally. Computational fluid dynamics (CFD) modelling may help, but first the model must prove its reliability to prevent error transfer to the results. This study aimed to provide an unbiased, state-of-the-art model constructed in a stepwise mode to investigate the heating rate's distribution. Several datasets with broadly varying parameters from the literature were used for the development and validation since the reproduction of datasets would not bring novelty to solving the problem. Instead of the model's calibration to fit to the data, the parameters for each step-model were meticulously selected to match the experimental conditions. The stepwise development showed the best accuracy when the anisotropy and the heat sink drying sub-model were implemented. Moreover, using the Ranzi-Anca-Couce (RAC) scheme led to more accurate results than the Ranzi scheme. The comprehensive model was positively validated against a broad range of production parameters (pyrolysis temperature: 500 °C − 840 °C, diameter of particles: 10 mm − 20 mm, shapes: cylinders and spheres). Investigation showed a pattern in volatiles release profiles and homogeneous heating rate distribution when particle size is below 4 mm. Despite basing the models on the literature's data, the study includes novel and valuable insights for biomass conversion and constitutes a solid foundation for future development.
KW - CFD
KW - Heat transfer
KW - Pyrolysis
KW - Thermally thick regime
KW - Wood
UR - http://www.scopus.com/inward/record.url?scp=85131089705&partnerID=8YFLogxK
U2 - 10.1016/j.cej.2022.137088
DO - 10.1016/j.cej.2022.137088
M3 - Article
AN - SCOPUS:85131089705
VL - 446
JO - Chemical Engineering Journal
JF - Chemical Engineering Journal
SN - 1385-8947
M1 - 137088
ER -