Neural Network Signal Integration from Thermogas-Dynamic Parameter Sensors for Helicopters Turboshaft Engines at Flight Operation Conditions

S Vladov, L Scislo, V Sokurenko, O Muzychuk… - Sensors, 2024 - mdpi.com
The article's main provisions are the development and application of a neural network
method for helicopter turboshaft engine thermogas-dynamic parameter integrating signals …

[HTML][HTML] Helicopter Turboshaft Engines' Gas Generator Rotor RPM Neuro-Fuzzy On-Board Controller Development

S Vladov, L Scislo, V Sokurenko, O Muzychuk… - Energies, 2024 - mdpi.com
The work is devoted to the helicopter turboshaft engines' gas generator rotor RPM neuro-
fuzzy controller development, which improves control accuracy and increases the system's …

[PDF][PDF] Modified Neural Network Fault-Tolerant Closed Onboard Helicopters Turboshaft Engines Automatic Control System.

S Vladov, Y Shmelov, R Yakovliev, M Petchenko - COLINS (1), 2023 - ceur-ws.org
The work is devoted to the modernization of closed onboard helicopters turboshaft engines
automatic control system through the use of a selectable block of neural network controllers …

[HTML][HTML] Onboard Neuro-Fuzzy Adaptive Helicopter Turboshaft Engine Automatic Control System

S Vladov, M Bulakh, V Vysotska, R Yakovliev - Energies, 2024 - mdpi.com
A modified onboard neuro-fuzzy adaptive (NFA) helicopter turboshaft engine (HTE)
automatic control system (ACS) is proposed, which is based on a circuit consisting of a …

[PDF][PDF] Modified Helicopters Turboshaft Engines Neural Network On-board Automatic Control System Using the Adaptive Control Method.

S Vladov, Y Shmelov, R Yakovliev - ITTAP, 2022 - ceur-ws.org
The work is devoted to the modification of helicopters turboshaft engines onboard automatic
control system of through the introduction of an adaptive control unit into it, which consists of …

[HTML][HTML] The Helicopter Turboshaft Engine's Reconfigured Dynamic Model for Functional Safety Estimation

S Vladov, V Kovtun, V Sokurenko, O Muzychuk… - Electronics, 2024 - mdpi.com
This research substantiates the necessity for developing and implementing structural
reconfiguration methods for automatic control systems in the event of a parametric sensor …

[HTML][HTML] Method for Helicopter Turboshaft Engines Controlling Energy Characteristics Through Regulating Free Turbine Rotor Speed and Fuel Consumption Based on …

S Vladov, M Bulakh, J Czyżewski, O Lytvynov… - Energies, 2024 - mdpi.com
This research is devoted to the development of a method for helicopter turboshaft engine
energy characteristics control by regulating the free turbine rotor speed and fuel …

[PDF][PDF] Neural Network Method for Parametric Adaptation Helicopters Turboshaft Engines On-Board Automatic Control System Parameters.

S Vladov, Y Shmelov, R Yakovliev, M Petchenko - COLINS (3), 2023 - ceur-ws.org
The work is devoted to the improvement of helicopters turboshaft engines closed onboard
neural network automatic control system by introducing a program module for parametric …

[PDF][PDF] An Innovative Applied Control System of Helicopter Turboshaft Engines Based on Neuro-Fuzzy Networks

S Vladov, O Lytvynov, V Vysotska… - Applied System …, 2024 - researchgate.net
This study focuses on helicopter turboshaft engine innovative fault-tolerant fuzzy automatic
control system development to enhance safety and efficiency in various flight modes. Unlike …

Modified Searchless Method for Identification of Helicopters Turboshaft Engines at Flight Modes Using Neural Networks

S Vladov, Y Shmelov… - 2022 IEEE 3rd KhPI Week …, 2022 - ieeexplore.ieee.org
This work is devoted to the improvement of the automatic control system of helicopters
turboshaft engines through the introduction of a block of signal adaptation of engine …