Health Index for Power Transformer Condition Assessment: A Comparison of Three Different Techniques.
نویسندگان
چکیده
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 show that eachapproach produces HI values for same PTs. Therefore, decision making regarding willdepend selected approach calculation. work proposes merging knowledge involved eachanalyzed K-means clustering technique overcome this drawback. solution could help theasset manager make adequate decisions maintenance scheduling when there uncertaintyabout appropriate be selected.
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ژورنال
عنوان ژورنال: Journal of applied research and technology
سال: 2022
ISSN: ['2448-6736']
DOI: https://doi.org/10.22201/icat.24486736e.2022.20.5.1606