7 papers
Method of UAV Inspection of Photovoltaic Modules Using Thermal and RGB Data Fusion
Andrii Lysyi, Anatoliy Sachenko, Pavlo Radiuk +3
The subject of this research is the development of an intelligent, integrated framework for the automated inspection of photovoltaic (PV) infrastructure that addresses the critical…
YOLO Ensemble for UAV-based Multispectral Defect Detection in Wind Turbine Components
Serhii Svystun, Pavlo Radiuk, Oleksandr Melnychenko +2
Unmanned aerial vehicles (UAVs) equipped with advanced sensors have opened up new opportunities for monitoring wind power plants, including blades, towers, and other critical compo…
Distributed Intelligent System Architecture for UAV-Assisted Monitoring of Wind Energy Infrastructure
Serhii Svystun, Oleksandr Melnychenko, Pavlo Radiuk +2
With the rapid development of green energy, the efficiency and reliability of wind turbines are key to sustainable renewable energy production. For that reason, this paper presents…
Multi-Stage Segmentation and Cascade Classification Methods for Improving Cardiac MRI Analysis
Vitalii Slobodzian, Pavlo Radiuk, Oleksander Barmak +1
The segmentation and classification of cardiac magnetic resonance imaging are critical for diagnosing heart conditions, yet current approaches face challenges in accuracy and gener…
Thermal and RGB Images Work Better Together in Wind Turbine Damage Detection
Serhii Svystun, Oleksandr Melnychenko, Pavlo Radiuk +3
The inspection of wind turbine blades (WTBs) is crucial for ensuring their structural integrity and operational efficiency. Traditional inspection methods can be dangerous and inef…
Integration of Contextual Descriptors in Ontology Alignment for Enrichment of Semantic Correspondence
Eduard Manziuk, Oleksander Barmak, Pavlo Radiuk +3
This paper proposes a novel approach to semantic ontology alignment using contextual descriptors. A formalization was developed that enables the integration of essential and contex…