A hybrid SVR-PSO model to predict a CFD-based optimised bubbling fluidised bed pyrolysis reactor - Jalalifar, Salman; Masoudi, Mojtaba; Abbassi, Rouzbeh; Garaniya, Vikram; Ghiji, Mohammadmahdi; Salehi, Fatemeh (Energy (Oxford), 2020)
Keywords: Algorithms; biofuels; Biomass; Bubbling; Bubbling fluidised bed reactor; Carrier gases; Computational fluid dynamic (CFD) simulation; Computational fluid dynamics; Computer applications; Computer simulation; data collection; energy; Fast pyrolysis process; Flow rates; Flow velocity; fluid mechanics; Fluidized beds; Learning algorithms; Machine learning; Mathematical models; Operating temperature; Parameters; Particle swarm optimisation (PSO); Particle swarm optimization; Pretreatment; Pyrolysis; Reactors; regression analysis; sand; Support vector machines; Support vector regression (SVR); temperature; Bubbling fluidised bed reactor; Support vector regression (SVR); Fast pyrolysis process; Computational fluid dynamic (CFD) simulation; Particle swarm optimisation (PSO)