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Process intensification of hydrogen production by catalytic steam methane reforming: Performance analysis of multilayer perceptron-artificial neural networks and nonlinear response surface techniques

Bamidele Victor Ayodele, May Ali Alsaffar, Siti Indati Mustapa, Adesoji A. Adesina, Ramesh Kanthasamy, Thongthai Witoon, Sureena Abdullah

2021Process Safety and Environmental Protection37 citationsDOI

Topics & Concepts

Sigmoid functionActivation functionArtificial neural networkConjugate gradient methodGradient descentHyperbolic functionPerceptronMean squared errorMultilayer perceptronMathematicsBiological systemControl theory (sociology)Computer scienceAlgorithmArtificial intelligenceStatisticsMathematical analysisBiologyControl (management)Catalysis and Oxidation ReactionsCatalytic Processes in Materials ScienceCatalysts for Methane Reforming
Process intensification of hydrogen production by catalytic steam methane reforming: Performance analysis of multilayer perceptron-artificial neural networks and nonlinear response surface techniques | Litcius