Comparison of Catalysts with MIRA21 Model in Heterogeneous Catalytic Hydrogenation of Aromatic Nitro Compounds

The vast majority of research and development activities begins with a detailed literature search to explore the current state-of-the-art. However, this becomes increasingly difficult as we go into information revolution 21st century. aim work is establish functional practical mathematical model catalyst characterization exact comparison catalysts. This outlines operation MIskolc RAnking 21 (MIRA21) through reaction nitrobenzene catalytic hydrogenation aniline. A total 154 catalysts from 45 articles were selected, studied, characterized, ranked, classified based on four classes descriptors: performance, conditions, sustainability parameters. MIRA21 able increase comparability different types support development. According model, 8% received D1 (top 10%) classification. ranking show most effective systems that are suitable for production