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Publications

Research Publications

AI, computer vision and data security research by Oleksandr Melnychenko and Pavlo Radiuk. Method summaries, evaluation context and links to original publications.

All Publications
49Publications
25Journal Articles
22Conference Papers

All Publications

Found 5 of 49 publications
Journal Articles
2026DOI

Architecture of cyberphysical systems for UAV-based late-fusion defect detection in photovoltaic modules

Anatoliy Sachenko, Pavlo Radiuk, Mykola Lysyi, Oleksandr Melnychenko, Oleg Zastavnyy

Innovative Technologies and Scientific Solutions for Industries · 1(35), 79-99
PhotovoltaicCyber-Physical SystemsImage FusionSCADA+1
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Conference Papers
2025DOI

YOLO Ensemble for UAV-based Multispectral Defect Detection in Wind Turbine Components

Serhii Svystun, Pavlo Radiuk, Oleksandr Melnychenko, Oleg Savenko, Anatoliy Sachenko

IDAACS 2025
YOLOEnsemble LearningMultispectralWind Turbine+2
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Conference Papers
2025

Determining the Criticality Assessment of Defects on Wind Turbine Components Detected by UAV Sensors

Serhii Svystun, Oleksandr Melnychenko, Pavlo Radiuk, Andrii Lysyi, Anatoliy Sachenko

IntelITSIS 2025 · CEUR Workshop Proceedings 3963
Wind TurbineDefect DetectionUAVCriticality Assessment
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Journal Articles
2025DOI

Criticality Assessment of Wind Turbine Defects via Multispectral UAV Fusion and Fuzzy Logic

Pavlo Radiuk, Bohdan Rusyn, Oleksandr Melnychenko, Tomasz Perzynski, Anatoliy Sachenko, Serhii Svystun, Oleg Savenko

Energies 18(17), 4523
Wind TurbineDefect DetectionMultispectralUAV+2
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Conference Papers
2024

Precision Slicing for Enhanced Defect Detection in High-Resolution Wind Turbine Blade Imagery

Serhii Svystun, Oleksandr Melnychenko, Pavlo Radiuk, Oleg Savenko, Anatoliy Sachenko

ICyberPhyS 2024
Wind TurbineDefect DetectionImage SlicingHigh Resolution+1
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Author profiles

Oleksandr Melnychenko

ORCIDScopus

Pavlo Radiuk

Google ScholarORCIDScopus