In practice, the condition state of Power Transformers (PT) is quantified by using Health Index (HI). This paperanalyzes and compares three different state-of-the-art algorithms to compute HI. The first one uses a Weighted SumModel (WSM), second based on Fuzzy Inference System (FIS), third combines both techniques, i.e.,WSM FIS. These approaches are tested in PT fleet composed 30 units. Results...