EVALUATION OF THE EFFECTIVENESS OF TECHNOLOGICAL OPERATIONS FOR APPLYING PAINT COATINGS TO AIRCRAFT SAMPLES USING A FLEXIBLE ROBOT
Abstract. The article discusses the issues of increasing the efficiency of paint and varnish coating operations on aircraft samples using a flexible industrial robot. The subject of the research is the technological processes of automated application of paint and varnish materials on the surface of aircraft structures of complex geometric shape, as well as methods […]
INTELLIGENT ANALYSIS OF UNSTRUCTURED AVIATION MAINTENANCE DATA BASED ON DENSITY-BASED CLUSTERING AND LARGE LANGUAGE MODELS
Аbstract. Ensuring flight safety and improving the economic efficiency of aircraft maintenance require intelligent analysis of unstructured textual reports. Traditional topic modelling methods are limited by the loss of semantic context in short messages and the high labour intensity of manual text preprocessing. The subject of this study is methods for the automated extraction of […]
ANALYSIS OF THE IMPACT OF THE QUALITY OF TRAINING DATA OF NEURAL NETWORKS AND ARTIFICIAL INTELLIGENCE ON FLIGHT SAFETY
Abstract. The aim of the study is to study the impact of data quality, the factors associated with it, and to formalize the logical and mathematical connections between the arguments of the neural network training function or artificial intelligence to demonstrate the relationship with flight safety.To achieve the goal, it is necessary to solve the […]
STATISTICAL JUSTIFICATION AND VALIDATION OF A PREDICTIVE MAINTENANCE MODEL FOR AIRCRAFT SYSTEMS: A CASE STUDY OF EXTERNAL LIGHTING EQUIPMENT
Abstract. This paper is devoted to the development and validation of a methodology for constructing a predictive maintenance model for aircraft systems based on statistical analysis of real operational data. The failure category “External Lights” was selected as the model object, as it is characterized by a high event frequency and a critical impact on […]
CYBERSECURITY OF UNMANNED AERIAL VEHICLES
Abstract: The threat of cyberattacks today is one of the main problems in the activities of modern aviation. This article will consider common methods of hacking unmanned aerial vehicles as well as regulatory legal acts on the cyber protection of UAVs. Keywords: UAV, cyber threat, GPS-spoofing, malware, traffic interception.
SWOT-ANALYSIS OF THE DEVELOPMENT OF GENERAL AVIATION (IN PARTICULAR LIGHT AVIATION) IN THE ALMATY REGION
Annotation. General aviation is an important part of civil aviation. General aviation has a long production chain that can lead to likely economic development impacts. In this article, we study the external factors of the development of the general aviation industry in the Almaty region, such as politics, economics, society, science and technology, using SWOT-analysis. […]