Journal of Combinatorial Chemistry · 2005 · 39 citations · 16 references
EngineeringChemical EngineeringChemistryCatalysisDesign OptimizationReaction EngineeringCatalyst DesignCatalyst SynthesisCatalytic MaterialsCatalytic Reaction EngineeringReaction Process DesignReactor DesignCatalyst OptimizationCatalyst ScreeningCatalytic Process OptimizationOxidationPartial OxidationSelective OxidationSelectivitySol-gel Synthesis
Optimization of the Mo-V-Sb mixed-oxide system for the selective oxidation of isobutane to methacrolein by true combinatorial methods primarily is intended to reduce the number of experiments in a broad parameter space. Therefore, an evolutionary approach based on a genetic algorithm has been chosen to screen three generations of 30 catalysts. With the help of automated sol-gel synthesis techniques, a high-throughput continuous flow reactor (16UPCFR), and appropriate software for experimental design, a new catalyst composition with improved performance has been obtained. Finally, the best catalysts were scaled-up to gram quantities and tested in a continuous-flow reactor unit that was equipped with four parallel reactors (4UPCFR). The final catalyst showed a significantly higher selectivity toward methacrolein at the same isobutane conversion, compared to the initial Mo8V2Sb90O(x) catalyst.
16
Feedforward neural networks in catalysis
Martin Holeňa, M. Baerns · Catalysis Today · 2003 · 77 citations
Styrene from toluene by combinatorial catalysis
José M. Serra, Avelino Corma, David Farrusseng et al. · Catalysis Today · 2003 · 75 citations