Scientific journal
Scientific Review. Technical science
ISSN 2500-0799
ПИ №ФС77-57440

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APPLICATION TECHNOLOGY ANOMALY DETECTION IN THE PROBLEM OF DIAGNOSTICS OF THE HIGH SWITCHING EQUIPMENT

Dubrov V.I. 1
1 Platov South Russian State Polytechnic University (NPI)
By reviewing the basic technology for the detection of anomalies (anomaly detection). Selected the two most common technologies for implementation in the previously proposed two-step algorithm for diagnosis of high-voltage switching equipment: a deferred statistical approach and relatively new method based on fuzzy logic. A comparative analysis of selected technologies anomaly detection (detection of deviations from the normal state) as the complexity of the construction of the model, its relevance, speed of processing of new data. To confirm the results of the first phase analyzed the diagnostic algorithm is modeled in mathematical modeling system Matlab using two selected detect anomalies apparatus. Shows the results of the algorithm and defines the conditions the use of each technology. Was generalized structure of a two-stage the diagnostic algorithm.