Sec-amine grafted D301 resin catalyzed fixed-bed process for continuous preparation of methacrolein via Mannich reaction

•The amine-grafted resin with high performance was designed and prepared.•The effect of amine structure on catalytic activity was investigated and explained.•A mild and continuous fixed bed process was developed for MAL production.•The reaction mechanism-based kinetic was calculated.