Investigation of Methane Adsorption on Adsorbent Using RSM Method

Abstract

Adsorption is a chemical engineering separation process that is used in various cases. Gas
separation processes that use emerging technologies, such as surface adsorption, can use less
energy than traditional and standard gas separation methods. This research analyzed various data
from different researchers for the selective methane absorption by Response Surface Method
(RSM). This research used laboratory data on experimental results of adsorption methane. In the
operating parameters section, pressure, temperature, and absorbent type applied to the process
are considered independent parameters, and the flux passing through the membrane is regarded
as the target variable. The range of temperature changes is between 298 and 323 degrees Kelvin,
and the range of pressure changes is 28 to 4500 kPa. In this research, the modeling methane gas
separation process was modeled using the surface absorption method by introducing the
perceptron network, which predicted the modeling results well with the experimental data.