Membrane fouling is a big problem in treating wastewater with nanofiltration. Researchers studied how fouling changes over time and tested different cleaning methods. They found that the fouling layers on the membrane surface were mostly made of oily stuff at first, but later became thinner with more watery stuff. Also, more minerals stuck to the membrane over time, making cleaning more complicated. Understanding how fouling evolves can help develop better cleaning methods.