Papers
4
Total Citations
105
H-Index
3
About
Dr. Anna Michalak is a leading researcher in the fields of mining robotics, autonomous inspection systems, and industrial condition monitoring, with a focus on enhancing safety and operational efficiency in extreme underground environments. Her most significant contributions center on the development of the AMICOS project, which integrates infrared thermography and unmanned ground vehicles for rescue support in mines—a pioneering approach that has garnered over 60 citations. Dr. Michalak has also advanced mobile robot localization in GNSS-denied settings, achieving 27 citations for her work on accuracy evaluation, and has pioneered predictive maintenance frameworks for mining machinery using cloud-based data analytics. Her recent research on heterogeneous information fusion for bearing monitoring in harsh environments, employing ensemble classifiers with dynamic weighted voting, demonstrates her ongoing commitment to robust sensor integration. With a publication record spanning from 2019 to 2025, Dr. Michalak’s work is widely recognized for its practical impact on mine safety and automation, making her a key figure in the transition toward intelligent, data-driven mining operations.
Research Focus
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