Membranes with electrically conducting coatings that inhibit scaling and fouling by applying a low tunable electrical potential, reducing chemical pretreatment and enhancing freshwater recovery in desalination.

Ex situ membrane fouling detectors that monitor fouling by measuring parameters like differential pressure, permeate flux, and rejection to provide early warning of membrane biofouling and degradation.