Multi-component Catalyst Design for Oxidative Coupling of Methane Using ANFIS and ANN

Abstract

In this research an optimum multicomponent catalyst derive using adaptive neuro-fuzzy inference system (ANFIS) and artificial neural network (ANN) with combination of genetic algorithm. The resulted formula for catalyst compared with experimental data from literature and it was found that C₂ yield based on ANFIS method has good agreement to experimental result than the one based on ANN.

Keywords:

• ANFIS
• ANN
• catalyst design
• genetic algorithm