DEVELOPMENT OF THE ADAPTIVE NEURAL NETWORK REGULATOR OF THE INTELLIGENT CONTROL SYSTEM AVIATION ENGINE
Journal Title: Вчені записки Таврійського національного університету імені В. І. Вернадського. Серія: Технічні науки - Year 2018, Vol 29, Issue 6
Abstract
The analysis of possible schemes of inclusion of neural networks in the systems of automatic control of aviation engines is carried out. As a result, the advantages and disadvantages of the main methods of constructing engine control systems with neural network regulators have been identified. The algorithm of structural synthesis of a multi-mode neural network regulator GTE is developed on the basis of the principle of minimal complexity. The generalization of the algorithm of structural synthesis of multi-mode neural network regulators in the case of a multidimensional control system of the GTE is proposed. It is shown that the application of this algorithm allows to reasonably choose a class of one-dimensional and multidimensional structures of neural network regulators of minimal complexity.
Authors and Affiliations
С. В. Єнчев, С. О. Таку
Keywords
Related Articles
- EP ID EP580218
- DOI -
- Views 65
- Downloads 0
RECOGNITION SYSTEM OF WRITING SYMBOLS BY NEURAL NETWORK
Neural systems find an increasing number of spheres where they can be applied. It can be use from helping to protect information on mobile devices and to create any prediction of any social, economic or natural processes...
IS IT ADVISABLE TO USE AN ULTRASONIC METHOD IN WORK OF THE AUTOMATED SYSTEM OF DEFINITION OF THE DEPTH OF THE CONDENSED LAYER OF SOIL?
Considering laws and basic provisions of acoustics, in article the question of efficiency of practical application of an ultrasonic method in work to the experimental automated system on loosening of the soil in the cour...
ANALYSIS AND DETERMINATION OF THE ACTUAL SAFETY OF COAL MINES, DANGEROUS FOR GAS OR POWDER, WITH ACCOUNT OF PERSONNEL, QUIPMENT AND ENVIRONMENT
Production complexes are considered, including mine, from the position of man – machine – environment. According to a uniform methodology, a safety assessment was carried out with subsequent normalization of the required...
MODELING OF HEAT EXCHANGE PROCESSES IN THE STEAM GENERATOR SGV-1000
During the operation of steam generators working in conjunction with VVER-1000 nuclear power reactors of nuclear power plants, the problem of pipe cracking and the flow of primary circuit water inevitably arise, which ca...
PRIMARY PROCESSING AND IDENTIFICATION OF BIOMETRIC INFORMATION FROM THE HEART RATE MONITOR
In the article was considered the primary processing of pulsograms with the using of hardware and software filtration. It is used for further identification and comparison with pulsograms characterizing the pathology by...