Artificial Intelligence-Based Optimization of Industrial Membrane Processes

Abstract Artificial intelligence (AI) is gaining acceptance for modern control systems in various applications daily life including the Chemical process industry. Above all, application of AI increasing field membrane-based treatment where it shows great potential until now. Membrane separations are generally recognized as energy-efficient processes. In particular, membrane desalination, forward osmosis, energy generation, and biomass have shown substantial industries, such wastewater treatment, pharmaceuticals, petrochemicals, natural products. All these industries consume more than 20% total consumption world. Moreover, laboratory research outcomes illuminate way to better design development, advanced optimization. The processes with existing technologies a sustainable environment could be integrated model. This review summarizes several water designs plant performances artificial being used minimize waste generation lead cleaner production.