UDK 62-506.1
ABOUT RESEARCH OF RADIO-ELECTRONIC EQUIPMENT DIAGNOSTICS COMPUTER SYSTEM ON THE BASIS OF EXPERIMENTAL DATA
N. V. Koplyarova1, V. I. Orlov2
1Siberian State Aerospace University named after academician M. F. Reshetnev 31, Krasnoyarsky Rabochy Av., Krasnoyarsk, 660014, Russian Federation Е-mail: aaa@sibsau.ru 2 JSC “TTC-NPO PM” 20, Molodezhnaya str., Zheleznogorsk, Krasnoyarsk region, 662970, Russian Federation E-mail: itcnpopm@atomlink.ru
An algorithm for estimating the quality of classification is proposed. The task is considered in case of absence of the information about the classes in reality (no training sample). The algorithm is based on modeling of the sample that will be the most similar to the real data. Thus, the actual problem of classification quality evaluation is solved on the basis of the adequate models. Classification was carried out on the data of transistors quality. The task of diagnostics (estimation of quality) of various electronic, electromechanical and electromagnetic components (EEE components) is considered. The principle of EEE research with modeling method is formulated. The modeling of classification process is performed under the conditions which are close to real. The results of numerical researches are in the article. The results allow to hope that application of the proposed algorithm to automatically classification of EEE will be effective.
diagnostics, radio-electronic equipment, classification, data generating.
References
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Koplyarova Nadezhda Vladimirovna – engineer, Siberian State Aerospace University named after academician M.F. Reshetnev. E-mail: koplyarovanv@mail.ru
Orlov Viktor Ivanovich – director of JSC “TTC-NPO PM”. E-mail: itcnpopm@atomlink.ru
