Membrane fouling by emulsified oil: A review

•Overview of mechanisms of membrane fouling by oil.•Focus on physicochemical bases, detection, diagnosis, and visualization.•Review of the recent work on membrane materials for fouling mitigation.•Survey of invasive and non-invasive methods of fouling visualization.•Discussion of knowledge gaps and future research outlook.