Abstract:
The focus of this study is the enhancement of the neuro-PID controller for regulating the free turbine speed in helicopters turboshaft engines. This is achieved through t...Show MoreMetadata
Abstract:
The focus of this study is the enhancement of the neuro-PID controller for regulating the free turbine speed in helicopters turboshaft engines. This is achieved through the integration of a nonlinear PID controller, implemented using a dynamic neural network with direct data transmission. The neural network comprises neurons with a radial-basis activation function in the first layer and adalines – neurons with a linear function activation – in the second layer. The optimization of PID controller coefficients is accomplished by transitioning to a discrete representation of the PID controller. This reduced the transient time from 3.0 seconds to 0.75 seconds, and reduced the overshoot from 5.0 % to 0.5 %.
Date of Conference: 27-30 September 2023
Date Added to IEEE Xplore: 29 January 2024
ISBN Information:
Department of Aircraft Maintenance, Kremenchuk Flight College of Kharkiv, National University of Internal Affairs, Kremenchuk, Ukraine
Kremenchuk Flight College of Kharkiv, National University of Internal Affairs, Kremenchuk, Ukraine
Department of Aircraft Maintenance, Kremenchuk Flight College of Kharkiv, National University of Internal Affairs, Kremenchuk, Ukraine
Department of Scientific Work, Organization and Gender Issues Kremenchuk Flight College of Kharkiv, National University of Internal Affairs, Kremenchuk, Ukraine
Department of Air Navigation, Kremenchuk Flight College of Kharkiv National University of Internal Affairs, Kremenchuk, Ukraine
Department of Computer Engineering and Electronics, Kremenchuk Mykhailo Ostrohradskyi National University, Kremenchuk, Ukraine
Contents Department of Aircraft Maintenance, Kremenchuk Flight College of Kharkiv, National University of Internal Affairs, Kremenchuk, Ukraine
Kremenchuk Flight College of Kharkiv, National University of Internal Affairs, Kremenchuk, Ukraine
Department of Aircraft Maintenance, Kremenchuk Flight College of Kharkiv, National University of Internal Affairs, Kremenchuk, Ukraine
Department of Scientific Work, Organization and Gender Issues Kremenchuk Flight College of Kharkiv, National University of Internal Affairs, Kremenchuk, Ukraine
Department of Air Navigation, Kremenchuk Flight College of Kharkiv National University of Internal Affairs, Kremenchuk, Ukraine
Department of Computer Engineering and Electronics, Kremenchuk Mykhailo Ostrohradskyi National University, Kremenchuk, Ukraine
