Bernd Doll


Types of publications

Journal article
Book chapter / Article in edited volumes
Authored book
Edited Volume
Conference contribution
Other publication type
Unpublished / Preprint

Publication year




PV module power prediction by deep learning on electroluminescence images - Assessing the physics learned by a convolutional neural network (2024) Lüer L, Forberich K, Hepp J, Buerhop-Lutz C, Winkler T, Rodrigues S, Hoffmann M, et al. Journal article Defects and performance of Si PV modules in the field - an analysis (2022) Denz J, Hepp J, Buerhop C, Doll B, Hauch J, Brabec C, Peters IM Journal article Luminescence Analysis of PV-Module Soiling in Germany (2021) Doll B, Forberich K, Hepp J, Langner S, Buerhop-Lutz C, Hauch J, Brabec C, Peters IM Journal article Module-Power Prediction from PL Measurements using Deep Learning (2021) Hoffmann M, Hepp J, Doll B, Buerhop-Lutz C, Peters IM, Brabec C, Maier A, Christlein V Conference contribution, Conference Contribution Outdoor photoluminescence of large area photovoltaic modules (2021) Doll B, Hepp J, Hoffmann M, Talkenberg F, Schüler R, Baier M, Buerhop-Lutz C, et al. Conference contribution, Conference Contribution Joint Super-Resolution and Rectification for Solar Cell Inspection (2021) Hoffmann M, Köhler T, Doll B, Schebesch F, Talkenberg F, Peters IM, Brabec C, et al. Journal article, Original article Deep Learning-based Pipeline for Module Power Prediction from EL Measurements (2021) Hoffmann M, Buerhop-Lutz C, Reeb L, Pickel T, Winkler T, Doll B, Würfl T, et al. Journal article, Original article Photoluminescence for Defect Detection on Full-Sized Photovoltaic Modules (2021) Doll B, Hepp J, Hoffmann M, Schuler R, Buerhop-Lutz C, Peters IM, Hauch J, et al. Journal article High-throughput, outdoor characterization of photovoltaic modules by moving electroluminescence measurements (2019) Doll B, Pickel T, Schreer O, Zetzmann C, Hepp J, Teubner J, Buerhop C, et al. Journal article Analysis of Digitized PV-Module/System Data for Failure Diagnosis (2019) Buerhop C, Pickel T, Teubner J, Doll B, Hauch J, Brabec C Conference contribution, Abstract of lecture