The gradient fabrication and optimization of metal-acid bifunctional catalysts for the hydrogenation of n-C16 to produce bio-jet fuel component

•Catalysts with different acid strength, diffusion ability and intimacy were gradually optimized.•Gradient catalysts exhibited a gradually improving yield of isomer products and jet fuel.•Yolk-shell WHSS@Pt with metal on the outer surface was designed after three-levels optimization.