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236   Lignocellulosic Biomass to Liquid Biofuels


          to account for intraparticle dispersion restrictions, which further explored
          by Wang et al. [133]. Co catalysts-based heterogeneous and single-
          dimensional model for FPBR was proposed by de Swart et al. [134].A
          comprehensive software package developed by Fernandes and Cartaxo
          [135] for FT process in a SPR was used to simulate the overall reactor
          conditions. This study integrated three phases (gas, slurry, and solid phase)
          and different catalysts and could be adopted different synergy of these
          mechanisms. However, it was demonstrated that these three mechanisms
          are not accurate to describe the overall process and the kinetic parameters
          in their software could not be modified. Furthermore, a numerical model
          is simulated to evaluate the FT process in tubular multitube reactor using
          Fe-based catalyst to investigate the impact of process parameters on
          hydrocarbon production [48]. Kwack et al. [79] used lsqcurvefit in
          MATLAB to simulate the product distribution during FT synthesis on Co
          catalyst using a revised mechanism. Also, Kshetrimayum et al. [136] pro-
          posed a detailed computational fluid dynamics simulated modeling for FT
          process in packed microchannel reactor, considering both single and mul-
          tichannel reactor. Therefore it was suggested that the temperature effect
          on CO conversion and the selectivity of hydrocarbon products revealed
          necessity for maintaining a reaction channel temperature below 250°C,
          during FT process under low-temperature conditions. In general, the
          research on simulations was fragmented, and there was no software
          packages to perform complete simulations, which should include the feed-
          stock and kinetic parameter specifications, modeling of diffusion limitation
          graphical description of syngas consumption, and hydrocarbon production
          rate [79,136,137].


          7.6 Carbon nanofibers/Carbon felt reactors

          Natural gas, coal, or biomass that is converted into syngas could be fur-
          ther transformed in liquid hydrocarbons via FT synthesis. It is extremely
          exothermic reaction and effective heat transfer is prerequisite for suc-
          cessful operation. The selectivity for C 51 hydrocarbons highly deepens
          on appropriate catalysts selection, temperature profile of reactor, and
          gas liquid mass transfer rate, and reactors deign is key factor to achieve
          high selectivity. Mostly, the fixed-bed and slurry SPRs were used for
          the FT synthesis. To attain high catalyst efficiency and C 51 hydrocar-
          bons selectivity the heat removal is a major challenge in these reactors.
          Moreover, large units are favored but applications such as offshore
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