Alla Dudnyk

Master's Degree in Automated Control of Technological Processes, 2008, National University of Life and Environmental Sciences of Ukraine.

PhD in Automation of Control Processes, 2014, National University of Food Technologies, Ukraine.

My research interests focus on the development and application of intelligent control systems, artificial intelligence and advanced automation technologies for sustainable agriculture, energy efficiency and industrial processes.

The main research areas include:

- Artificial Intelligence and Intelligent Control Systems: application of artificial neural networks, machine learning and intelligent algorithms for modelling, forecasting, optimisation and decision-making in complex technological processes.
- Precision Agriculture and Digital Farming: development of intelligent monitoring and decision-support systems for agricultural production, optimisation of technological operations and efficient use of agricultural resources.
- UAV-Based Monitoring and Remote Sensing: application of unmanned aerial vehicles, multispectral imaging and remote sensing technologies for monitoring crop conditions, detecting environmental and technological stress factors, and assessing vegetation health.
- AI-Based Agricultural Monitoring: development of computer vision and machine learning approaches for the analysis of agricultural data and early detection of crop stress conditions.
- Energy Efficiency and Renewable Energy Systems: intelligent energy management, optimisation of energy consumption and development of resource-efficient control strategies for biotechnological and agricultural facilities.
- Smart Greenhouse Technologies: development of automated microclimate control systems, neural-network-based forecasting and optimisation of resource consumption in protected horticulture.
- Intelligent Biotechnological Systems: modelling and optimisation of biogas production processes, anaerobic digestion and integrated energy management systems.