The
selective oxidation of methacrolein (MAL) to methacrylic acid
(MAA) over heteropolyacid has received great attention, while the
“structure–activity” descriptor for catalyst
development and improvement needs intensive exploration. Herein, the
selective oxidation of MAL to MAA on phosphorus molybdenum heteropolyanion
PMo12O40
3– (HPA) with different
substitutions of coordinated metal atoms (M = W, V, Nb, and Ta) was
calculated using density functional theory (DFT). The effect of substituted
metal atoms on the electronic properties of HPA, adsorption and oxidation
of MAL to MAA on HPA and PMo11MO40
n–
(M-HPA; n = 3 or 4), and
activation of oxygen by vacancy were revealed as well as the catalytically
active sites. The differences in the energy barriers of the rate-determining
step were compared and explained. The accessible electronegativity
was used as the descriptor associated with the energy barrier of the
rate-determining step, and an inverted volcano relationship was unraveled.
To further understand the break and the formation of crucial bond
during the reaction, a formula defined as matched-degree was proposed.
These studies would be beneficial for the efficient screening and
design of heteropoly acid catalysts.