Cost and efficiency perspectives of ceramic membranes for water treatment

•Cost and efficiency are two key issues for water treatment ceramic membranes.•Cost could be reduced via the strategies of membrane fabrication and engineering design.•Efficiency can be enhanced by coupling with oxidation and electrochemical process.•Ceramic membranes are more promisingly used in harsh water treatment applications.