[HTML][HTML] Helicopters Turboshaft Engines Neural Network Modeling under Sensor Failure
This article discusses the development of an enhanced monitoring and control system for
helicopter turboshaft engines during flight operations, leveraging advanced neural network …
helicopter turboshaft engines during flight operations, leveraging advanced neural network …
[HTML][HTML] Neural Network System for Predicting Anomalous Data in Applied Sensor Systems
This article advances the research on the intelligent monitoring and control of helicopter
turboshaft engines in onboard conditions. The proposed neural network system for anomaly …
turboshaft engines in onboard conditions. The proposed neural network system for anomaly …
[HTML][HTML] Intelligent Method of Identifying the Nonlinear Dynamic Model for Helicopter Turboshaft Engines
This research focused on the helicopter turboshaft engine dynamic model, identifying task
solving in unsteady and transient modes (engine starting and acceleration) based on sensor …
solving in unsteady and transient modes (engine starting and acceleration) based on sensor …
[HTML][HTML] The Helicopter Turboshaft Engine's Reconfigured Dynamic Model for Functional Safety Estimation
This research substantiates the necessity for developing and implementing structural
reconfiguration methods for automatic control systems in the event of a parametric sensor …
reconfiguration methods for automatic control systems in the event of a parametric sensor …
[HTML][HTML] An Intelligent Self-Validated Sensor System Using Neural Network Technologies and Fuzzy Logic Under Operating Implementation Conditions
This article presents an intelligent self-validated sensor system developed for dynamic
objects and based on the intelligent sensor concept, which ensures autonomous data …
objects and based on the intelligent sensor concept, which ensures autonomous data …
[HTML][HTML] Helicopter turboshaft engines combustion chamber monitoring neural network method
The article proposes an innovative method for helicopter turboshaft engines' combustion
chamber monitoring based on a neural network, significantly impacting the aircraft engines' …
chamber monitoring based on a neural network, significantly impacting the aircraft engines' …
[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 …
control system development to enhance safety and efficiency in various flight modes. Unlike …
[PDF][PDF] Neural Network Modeling of Helicopters Turboshaft Engines at Flight Modes Using an Approach Based on" Black Box" Models.
S Vladov, R Yakovliev, O Hubachov, J Rud… - IT&I, 2023 - ceur-ws.org
The work is devoted to further research in the field of creation and modernization of an
onboard monitoring system for helicopters turboshaft engines. In this work, neural network …
onboard monitoring system for helicopters turboshaft engines. In this work, neural network …
[PDF][PDF] Training neural network method modification for forward error propagation based on adaptive components
The work is devoted to the development of a training algorithm for forward propagation
neural networks, based on the backpropagation algorithm, through the use of adaptive …
neural networks, based on the backpropagation algorithm, through the use of adaptive …
[PDF][PDF] Neuro-Fuzzy Methods for Detecting Sensor Failures in Helicopters Turboshaft Engines.
This work is devoted to the development of a neural network method for detecting failures of
sensors of helicopters turboshaft engines under on-board operation conditions. The …
sensors of helicopters turboshaft engines under on-board operation conditions. The …