Neural Network Control of a Frequency-Regulated Electric Drive of a Main Electric Locomotive

2020 ◽  
Author(s):  
Yaroslav Kyrylenko ◽  
Yurij Kutovoj ◽  
Ihor Obruch ◽  
Tatiana Kunchenko
Keyword(s):  
Neural Network ◽  
Electric Drive ◽  
Network Control ◽  
Neural Network Control ◽  
Electric Locomotive

scholarly journals SRM with 8/6 magnetic system topology for electric drive of mine battery electric locomotives: design and modelling

2022 ◽  
Vol 1211 (1) ◽  
pp. 012004
Author(s):  
V N Antipov ◽  
A D Grozov ◽  
A V Ivanova
Keyword(s):  
Neural Network ◽  
Control System ◽  
Electric Drive ◽  
Magnetic System ◽  
Switched Reluctance Motor ◽  
Dc Motor ◽  
Network Control ◽  
Electric Locomotive ◽  
Switched Reluctance ◽  
Reluctance Motor

Abstract The paper deals with the development and simulation results of the switched reluctance motor for electric drive of mine battery electric locomotives instead of the DRT-14 DC motor. The switched reluctance motor parameters are obtained based on numerical calculation of the magnetic field by QuickField program and are embedded in MATLAB/Simulink model of a switched reluctance motor created for 8/6 magnetic system configuration. SRM-14-615 has the mechanical characteristics as DC motor DRT-14 and meets the required operating modes as part of the AM8D mine battery electric locomotive. Also two types of models using methods and techniques of the artificial intelligence theory are presented: a model with a fuzzy control system in the Fuzzy Logic Toolbox package and a model with a neural network control system in the Neural Network Toolbox package.

The Method of Neural Network Control over the Process of Manufacturing Foil Solar Panels

2020 ◽  
Author(s):  
Anatoliy Sachenko ◽  
Orest Ivakhiv ◽  
Volodymyr Vyshnia ◽  
Konrad Grzeszczyk ◽  
Oleksandr Osolinskyi ◽  
...  
Keyword(s):  
Neural Network ◽  
Network Control ◽  
Neural Network Control ◽  
Solar Panels
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