CLASSIFICATION OF NEURAL NETWORK FOR TECHNICAL CONDITION OF TURBOFAN ENGINES BASED ON HYBRID ALGORITHM
Journal Title: Вісник Національного Авіаційного Університету - Year 2016, Vol 69, Issue 4
Abstract
Purpose: This work presents a method of diagnosing the technical condition of turbofan engines using hybrid neural network algorithm based on software developed for the analysis of data obtained in the aircraft life. Methods: allows the engine diagnostics with deep recognition to the structural assembly in the presence of single structural damage components of the engine running and the multifaceted damage. Results: of the optimization of neural network structure to solve the problems of evaluating technical state of the bypass turbofan engine, when used with genetic algorithms.
Authors and Affiliations
Valentin Potapov
Keywords
Related Articles
- EP ID EP460960
- DOI 10.18372/2306-1472.69.11057
- Views 118
- Downloads 0
MAGNETIC HYPERTHERMIA OF MICROORGANISMS WITH NATURAL FERRIMAGNETIC PROPERTIES
Aim and Objectives: Biogenic magnetic nanoparticles of microorganisms are not taken into account when neutralized by their magnetic hyperthermia. The aim is to identify microorganisms, which take into account the charact...
MATHEMATICAL MODEL OF TRIAXIAL MULTIMODE ATTITUDE AND HEADING REFERENCE SYSTEM
Purpose: The paper deals with the mathematical description of the gimballed attitude and heading reference systems, which can be applied in design of strategic precision navigation systems. The main goal is to created ma...
PECULIARITIES OF LEGAL REGULATION OF THE CHILDREN MAINTENANCE UNDER THE EU LEGISLATION
Purpose: The purpose is to make comprehensive analysis of the paternal obligation to maintain the children and its role in science and pr actice of the international private law, making proposals on improvement of th...
A NEW METHOD OF UNIFIED PROCESSING OF THE INFORMATION, REFERRED IN THE FORM OF THE THREE-DIMENSIONAL ASSOCIATIVE-LOGICAL STRUCTURE FOR OPTIMIZATION OF THE MULTIROTOR UNMANED AVIATION SYSTEM
Purpose: This article presents a mathematical model and a new way of unified information processing. Methods: Three-dimensional associative-logical synthesis. Results: Obtained a new experimental data. Discussion: The pr...
MODERN TENDENCIES OF CLIMATE, WATER RESOURCES AND ECOSYSTEMS CHANGES IN THE MIDDLE-LOWER PART OF SOUTHERN BUG RIVER, UKRAINE
Purpose: Analyze the features of climate and water regime change in the northwestern part of the Southern Bug River basin in second half of the 20th century and at the beginning of the XXI century in the region of the So...