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Ruslan Yakovliev
ORCID
Publication Activity (10 Years)
Years Active: 2021-2024
Publications (10 Years): 24
Top Topics
Matlab Simulation
Control System
Kalman Filter
Neural Network
Top Venues
CMIS
COLINS
ITTAP
IT&I
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Publications
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Victoria Vysotska
,
Vasyl Lytvyn
,
Serhii Vladov
,
Ruslan Yakovliev
,
Yevhen Volkanin
Neural network method for identifying potential defects in complex dynamic objects.
CITI
(2024)
Victoria Vysotska
,
Serhii Vladov
,
Ruslan Yakovliev
,
Alexey Yurko
Hybrid Neural Network Identifying Complex Dynamic Objects: Comprehensive Modeling and Training Method Modification.
CMIS
(2024)
Victoria Vysotska
,
Serhii Vladov
,
Ruslan Yakovliev
,
Alexey Yurko
,
Andrii Voronin
Neuro-Fuzzy Methods for Detecting Sensor Failures in Helicopters Turboshaft Engines.
COLINS (1)
(2024)
Victoria Vysotska
,
Vasyl Lytvyn
,
Mariia Nazarkevych
,
Serhii Vladov
,
Ruslan Yakovliev
,
Alexey Yurko
Training neural network method modification for forward error propagation based on adaptive components.
MoMLeT
(2024)
Serhii Vladov
,
Ruslan Yakovliev
,
Oleksandr Hubachov
,
Kateryna Mykolenko
,
Svitlana Drozdova
,
Juliia Rud
Modified Neuro-Fuzzy Failure Classifier of Helicopters Turboshaft Engines.
CSIT
(2023)
Serhii Vladov
,
Ruslan Yakovliev
,
Oleksandr Hubachov
,
Juliia Rud
,
Yurii Stushchanskyi
Neural Network Modeling of Helicopters Turboshaft Engines at Flight Modes Using an Approach Based on "Black Box" Models.
IT&I
(2023)
Serhii Vladov
,
Yurii Shmelov
,
Ruslan Yakovliev
,
Maryna Petchenko
Modified Neural Network Fault-Tolerant Closed Onboard Helicopters Turboshaft Engines Automatic Control System.
COLINS
(2023)
Serhii Vladov
,
Ruslan Yakovliev
,
Oleksandr Hubachov
,
Juliia Rud
On-board Hybrid Neural Network Classifier of Helicopters Turboshaft Engines Operational Status.
ITTAP
(2023)
Serhii Vladov
,
Ruslan Yakovliev
,
Oleksandr Hubachov
,
Juliia Rud
Neuro-Fuzzy System for Detection Fuel Consumption of Helicopters Turboshaft Engines.
ITTAP
(2023)
Serhii Vladov
,
Yurii Shmelov
,
Ruslan Yakovliev
,
Alona Khebda
,
Oksana Brusakova
Modified Neural Network Method for Stabilizing Multi-Rotor Unmanned Aerial Vehicles.
COLINS (3)
(2023)
Serhii Vladov
,
Yurii Shmelov
,
Ruslan Yakovliev
,
Maryna Petchenko
Neural Network Method for Detecting and Diagnostics Helicopters Turboshaft Engines Surge at Flight Modes.
CMIS
(2023)
Serhii Vladov
,
Yurii Shmelov
,
Ruslan Yakovliev
,
Maryna Petchenko
Helicopters Turboshaft Engines Parameters Identification Using Neural Network Technologies Based on the Kalman Filter.
ICTERI
(2023)
Serhii Vladov
,
Yurii Shmelov
,
Ruslan Yakovliev
,
Maryna Petchenko
Neural Network Method for Parametric Adaptation Helicopters Turboshaft Engines On-Board Automatic Control System Parameters.
COLINS (3)
(2023)
Serhii Vladov
,
Yurii Shmelov
,
Ruslan Yakovliev
,
Tatyana Kozlovskaya
,
Maryna Petchenko
Helicopters Turboshaft Engines Intelligent Control Algorithms Synthesis, Taking into Account Required Quality Provision.
CITI
(2023)
Serhii Vladov
,
Yurii Shmelov
,
Ruslan Yakovliev
,
Yurii Stushchanskyi
,
Yurii Havryliuk
Neural Network Method for Controlling the Helicopters Turboshaft Engines Free Turbine Speed at Flight Modes.
MoMLeT+DS
(2023)
Serhii Vladov
,
Yurii Shmelov
,
Ruslan Yakovliev
Modified Helicopters Turboshaft Engines Neural Network On-board Automatic Control System Using the Adaptive Control Method.
ITTAP
(2022)
Serhii Vladov
,
Yurii Shmelov
,
Ruslan Yakovliev
Helicopters Aircraft Engines Self-Organizing Neural Network Automatic Control System.
CMIS
(2022)
Serhii Vladov
,
Yurii Shmelov
,
Ruslan Yakovliev
Optimization of Helicopters Aircraft Engine Working Process Using Neural Networks Technologies.
COLINS
(2022)
Serhii Vladov
,
Yurii Shmelov
,
Ruslan Yakovliev
Methodology for Control of Helicopters Aircraft Engines Technical State in Flight Modes Using Neural Networks.
CMIS
(2022)
Serhii Vladov
,
Yurii Shmelov
,
Ruslan Yakovliev
,
Olha Ivanovska
Modified Neural Network Method for Trend Analysis of Helicopter Turboshaft Engine Parameters at Flight Modes.
IT&I
(2022)
Serhii Vladov
,
Marina Petchenko
,
Yurii Shmelov
,
Svitlana Drozdova
,
Ruslan Yakovliev
Helicopters Turboshaft Engines Parameters Identification at Flight Modes Using Neural Networks.
CSIT
(2022)
Serhii Vladov
,
Yurii Shmelov
,
Ruslan Yakovliev
Method for Forecasting of Helicopters Aircraft Engines Technical State in Flight Modes Using Neural Networks.
COLINS
(2022)
Serhii Vladov
,
Yurii Shmelov
,
Ruslan Yakovliev
Parameter Debugging (Regulation) Method of Helicopters Aircraft Engines in Flight Modes Using Neural Networks.
IT&I Workshops
(2021)
Serhii Vladov
,
Yurii Shmelov
,
Ruslan Yakovliev
Control and Diagnostics of TV3-117 Aircraft Engine Technical State in Flight Modes Using the Matrix Method for Calculating Dynamic Recurrent Neural Networks.
CMIS
(2021)