In situ strategy integrates the formation of both nanoparticles and membrane. Four in situ preparation techniques are designed for novel nano-enhanced membrane. In situ formed nanoparticles disperse in membrane matrix or on membrane surface. The properties of membrane for water treatment are improved with in situ strategy. Technical feature for in situ strategy should be considered for commercialization.