“…Due to the complexity in biomass composition and the multiphase reactions involved in the pyrolysis process, a full understanding of the associated chemical reaction pathways is challenging. Previous studies have used characteristic biomass compounds like cellulose (Hu et al, 2022;Fliri et al, 2023;Shao et al, 2023), hemicellulose (D. Chen et al, 2022;Hu et al, 2024), lignin (Folgueras et al, 2023;Genuino et al, 2023;Pienihäkkinen et al, 2023), lipid (Bartoli et al, 2021;Bartolucci et al, 2023), protein, and their monomers like glucose, xylose, phenol (Lago et al, 2022;Cruz-Reina et al, 2023), and amino acids in either individual, binary, or tertiary systems to study the underlying reaction mechanism. Past review papers have been previously reported by (Osatiashtiani et al, 2022;Al-Balushi et al, 2023;Sierra et al, 2023;Silos-Llamas et al, 2023;Xing et al, 2023).…”