The studies developed at CST sinter plant in order to point out any factor that may have an effect on plume visibility are reported. Specific software and indexes have been developed. The approach included a retrospective analysis followed by further industrial tests at the sinter plant with different material input (fuels and raw materials). The results are discussed with reference to potential effects on the plume visibility. Further steps are considered to progress the stack plume project.