debottleneck the permeability-selectivity and scale-up issues currently faced by polymeric and inorganic membranes, respectively. [6] Thus, low energy is required except if high energy should be applied to expand feed stream pressure for driving permeating component(s) on membrane films. [7,8] These procedures present a basically straightforward flow sheet. There are no perplexing control plans, no moving parts (aside from siphons or blowers), and minimal auxiliary gear contrasted with numerous different procedures. Accordingly, they can offer a simple, basic, and low support process choice [9-12] and could be fabricated with incredibly high selectivity for the parts to be isolated. By and large, these selectivity estimations are a lot greater than commonplace quality for relative unpredictability in refining tasks. Likewise, as a result of the way that an extremely enormous number of inorganic and polymeric materials can be used as membrane, there can be a lot of power over partition selectivity. Many researches have been done in mechanisms and materials of membranes for suggested new solutions, [13] preparation and characterization, green methods for preparation of paraffin and olefins; [14,15] new innovations are taking place in this area but there are some important challenges. [16,17] Membranes can recoup minor yet significant parts from a standard without considerable costs of energy. [18,19] Potentially, membrane processes are more environmentally friendly because these approaches use simple and nonharmful materials. In petrochemical industries, olefins such as ethylene and propylene are among the key materials used in producing polyolefin such as styrene, polypropylene, polyethylene, acrylonitrile, ethylene dichloride, isopropanol, and ethyl benzene. A key step in manufacturing olefins is their large-scale separation from corresponding paraffins. [20-22] Membrane gas separation has attracted many researchers owing to its low energy consumption and simplicity; however, it has the drawback of inverse relationship between permeability and selectivity. Nanocomposite membranes, where permeability and selectivity are simultaneously enhanced, can address this issue. To separate paraffin from olefin, different membranes are being used which, in order to solve problems with the materials used in the fabrication of these membranes such as zeolites, silicates, and carbon-based materials, application of mixed matrix membranes (MMMs) is preferred owing to their simple polymerization process which provides desirable selectivity and permeability in the separation of propene from propane. [23-27] Polymeric membranes, MMMs, and inorganic membranes Based on the wide applications of olefins in industries, especially in petrochemical industries which are among the major income sources, the separation of olefins from paraffin with membrane processes has been considered. Therefore, for the investigation of the performance of membrane processes, modeling can be used as a suitable and low-cost method to estimate and predict the ...