The mechanism and mathematical model of membrane fouling, which included protein fouling, suspended solid fouling, colloid fouling, organic matter fouling and biological fouling, were illustrated. Recent developments of controlled techniques, which mainly included membrane modification and the improvements of flow speciality on membrane surface, were also discussed.