Filtering will probably work

One way to remove light sludge from light oil without using distillation is to use a filtration method. This can be done by passing the light oil through a filter medium to remove the sludge particles. The filter medium can be anything from a paper filter to a more advanced system such as a centrifuge. This method is usually quick and cost-effective and can be used to remove a wide range of contaminants.