Details Details PDF BIBTEX RIS Title The use of Internet of Things technology and artificial intelligence tools in analyzing the impact of environmental pollution on the performance of photovoltaic panels Journal title Bulletin of the Polish Academy of Sciences Technical Sciences Yearbook 2026 Volume 74 Issue 3 Authors Mazur, Damian ; Kossowski, Tomasz ; Drałus, Grzegorz ; Łobodzińska, Aneta Affiliation Mazur, Damian : Faculty of Electrical and Computer Engineering, Rzeszow University of Technology, Poland ; Kossowski, Tomasz : Faculty of Electrical and Computer Engineering, Rzeszow University of Technology, Poland ; Drałus, Grzegorz : Faculty of Electrical and Computer Engineering, Rzeszow University of Technology, Poland ; Łobodzińska, Aneta : Faculty of Mechanical Engineering and Aviation, Rzeszow University of Technology, Poland Keywords photovoltaic panels ; thermal imaging ; hotspots ; natural dirt ; energy efficiency Divisions of PAS Nauki Techniczne Coverage e158305 Date 31.03.2026 Type article Identifier DOI: 10.24425/bpasts.2026.158305 <div class="test"></div>