Artificial neural networks modelling: Gasification behaviour of palm fibre biochar

Broer, 2015, Steam/oxygen gasification system for the production of clean syngas from switchgrass, Fuel, 140, 282, 10.1016/j.fuel.2014.09.078 Chavan, 2012, Development of data-driven models for fluidized-bed coal gasification process, Fuel, 93, 44, 10.1016/j.fuel.2011.11.039 Czerski, 2017, Effect of char preparation conditions on gasification in a carbon dioxide atmosphere, Energy Fuel, 31, 815, 10.1021/acs.energyfuels.6b02139 Duman, 2014, The effect of char properties on gasification reactivity, Fuel Process. Technol., 118, 75, 10.1016/j.fuproc.2013.08.006 Ferreira, 2017, Steam gasification of biochar derived from elephant grass pyrolysis in a screw reactor, Energy Convers. Manage., 153, 163, 10.1016/j.enconman.2017.10.006 He, 2019, CO2 gasification of char from raw and torrefied biomass: reactivity, kinetics and mechanism analysis, Bioresour. Technol., 293, pp122087, 10.1016/j.biortech.2019.122087 Li, 2004, Biomass gasification in a circulating fluidized bed, Fuel Energy Abstracts, 45, 278, 10.1016/S0140-6701(04)94604-8 Li, 2017, Study on CO2 gasification reactivity of biomass char derived from high-temperature rapid pyrolysis, Appl. Therm. Eng., 121, 1022, 10.1016/j.applthermaleng.2017.04.132 Mikulandrić, 2016, Dynamic modelling of biomass gasification in a co-current fixed bed gasifier, Energy Convers. Manage., 125, 264, 10.1016/j.enconman.2016.04.067 Muvhiiwa, 2019, Study of biochar from pyrolysis and gasification of wood pellets in a nitrogen plasma reactor for design of biomass processes, J. Environ. Chem. Eng., 7, 10.1016/j.jece.2019.103391 Nobre, 2020, Gasification of pellets produced from blends of biomass wastes and refuse derived fuel chars, Renewable Energy, 154, 1294, 10.1016/j.renene.2020.03.077 Salah, A., Hanel, L., Beirow, M., Scheffknecht, G., 2016. Modelling SER biomass gasification using dynamic neural networks. 10.1016/B978-0-444-63428-3.50008-4. Schneider, 2021, Effect of calcium dispersion and graphitization during high-temperature pyrolysis of beech wood char on the gasification rate with CO2, Fuel, 283, 18826, 10.1016/j.fuel.2020.118826 Shahbaz, 2020, Air catalytic biomass (PKS) gasification in a fixed-bed downdraft gasifier using waste bottom ash as catalyst with NARX Neural Network modelling, Comput. Chem. Eng., 107048, 10.1016/j.compchemeng.2020.107048 Shahbaz, 2019, Artificial neural network approach for the steam gasification of palm oil waste using bottom ash and CaO, Renewable Energy, 132, 243, 10.1016/j.renene.2018.07.142 Selvarajoo, 2020, Biomass char gasification with carbon dioxide as an alternative energy, IOP Conf. Series: Earth Environ. Sci., 489 Selvarajoo, 2020, Effect of pyrolysis temperature on product yields of palm fibre and its biochar characteristics, Mater. Sci. Energy Technol., 3, 575 Tran, 2016, Isothermal and non-isothermal kinetic study on CO2 gasification of torrefied forest residues, Biomass Bioenergy, 91, 175, 10.1016/j.biombioe.2016.05.024 Wang, 2020, A comparative study on the intrinsic reactivity and structural evolution during gasification of chars from biomass and different rank coals, J. Anal. Appl. Pyrol., 149, 104859, 10.1016/j.jaap.2020.104859 You, 2017, A critical review on sustainable biochar system through gasification: energy and environmental applications, Bioresour. Technol., 246, 242, 10.1016/j.biortech.2017.06.177 Yu, 2019, Steam gasification of biochars derived from pruned apple branch with various pyrolysis temperatures, Int. J. Hydrogen Energy Zanzi, 2002, Rapid pyrolysis of agricultural residues at high temperature, Biomass Bioenergy, 23, 357, 10.1016/S0961-9534(02)00061-2 Zhang, 2020, Fuel gas production and char upgrading by catalytic CO2 gasification of pine sawdust char, Fuel, 280, 10.1016/j.fuel.2020.118686