Application of the concept of Linear Free Energy Relationships to the hydrogenation of levulinic acid and its corresponding esters

•Establishment of gas-liquid mass transfer model for hydrogenation.•Establishment of a kinetic model for hydrogenation of levulinic acid and alkyl levulinates.•Connection between structure and reactivity by using Taft equation.•Polar effect governs the hydrogenation and ring-closure series.