Membrane separation processes are techniques used to separate components in a mixture by selectively allowing certain particles to pass through a membrane while retaining others. These processes utilize semi-permeable membranes, which act as barriers based on size, charge, or chemical affinity, making them crucial in various applications, including water treatment, food processing, and gas separation.