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Application of Artificial Neural Networks to Calculation of Oil Film Reaction Forces and Dynamics of Rotors on Journal Bearings
Joint Authors
Savin, Leonid A.
Kornaev, Alexey V.
Kornaeva, Elena P.
Kornaev, Nickolay V.
Source
International Journal of Rotating Machinery
Issue
Vol. 2017, Issue 2017 (31 Dec. 2017), pp.1-11, 11 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2017-07-04
Country of Publication
Egypt
No. of Pages
11
Main Subjects
Abstract EN
Increase of energy efficiency and level of information system development of rotor machines in general requires improvement of theoretical approaches to research.
In the present paper the problem of high-precision and high-performance computing programs development has been considered to simulate rotor vibrations.
Based on two-layer feed-forward neural networks, numerical models have been developed to calculate oil film reaction forces to solve the rotor dynamics problems.
Comparison has been done of linear and nonlinear approaches to solution of rotor dynamics problems, and a qualitative evaluation has been presented of accuracy and performance of a neural network approach compared to conventional approaches to rotor dynamics.
American Psychological Association (APA)
Kornaev, Alexey V.& Kornaev, Nickolay V.& Kornaeva, Elena P.& Savin, Leonid A.. 2017. Application of Artificial Neural Networks to Calculation of Oil Film Reaction Forces and Dynamics of Rotors on Journal Bearings. International Journal of Rotating Machinery،Vol. 2017, no. 2017, pp.1-11.
https://search.emarefa.net/detail/BIM-1169639
Modern Language Association (MLA)
Kornaev, Alexey V.…[et al.]. Application of Artificial Neural Networks to Calculation of Oil Film Reaction Forces and Dynamics of Rotors on Journal Bearings. International Journal of Rotating Machinery No. 2017 (2017), pp.1-11.
https://search.emarefa.net/detail/BIM-1169639
American Medical Association (AMA)
Kornaev, Alexey V.& Kornaev, Nickolay V.& Kornaeva, Elena P.& Savin, Leonid A.. Application of Artificial Neural Networks to Calculation of Oil Film Reaction Forces and Dynamics of Rotors on Journal Bearings. International Journal of Rotating Machinery. 2017. Vol. 2017, no. 2017, pp.1-11.
https://search.emarefa.net/detail/BIM-1169639
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1169639