Design of Computational Models for Hydroturbine Units Based on a Nonparametric Regression Approach with Adaptation by Evolutionary Algorithms

Design of Computational Models for Hydroturbine Units Based on a Nonparametric Regression Approach with Adaptation by Evolutionary Algorithms

This article deals with the problem of designing regression models for evaluating the parameters of the operation of complex technological equipment—hydroturbine units. A promising approach to the construction of regression models based on nonparametric Nadaraya–Watson kernel estimates is considered...

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Bibliographic Details
Main Authors: Vladimir Viktorovich Bukhtoyarov, Vadim Sergeevich Tynchenko
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Computation
Subjects:
turbine unit
modeling
nonparametric regression
smoothing coefficient
numerical experiment
adaptation
Online Access:https://www.mdpi.com/2079-3197/9/8/83

Internet

https://www.mdpi.com/2079-3197/9/8/83

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