The process of restoring or of being restored to its original chemical or physical state. For example, ion exchange units consist of a fixed bed of ion exchange resins used to exchange ions within a solution, and are used in water treatment to remove calcium and magnesium ions replacing them with soluble sodium ions. The resins are regenerated for reuse by applying pressure and temperature to return them to their original state.