Nano-catalysts demonstrate exceptional performance in heterogeneous reactions, yet their potential is often underutilized due to a lack of attention to engineering design. In this study, an innovative encapsulated structure is presented for nano-catalysts and a corresponding catalytic system. Using an oil-in-water droplet strategy, millimeter-sized hollow spherical alumina (Al