Feature extraction, supervised and unsupervised machine learning classification of PV cell electroluminescence images AM Karimi, JS Fada, JQ Liu, JL Braid, M Koyutürk, RH French
2018 IEEE 7th World Conference on Photovoltaic Energy Conversion (WCPEC)(A …, 2018
27 2018 Analytic – Method and Power Loss Modes From Outdoor Time-Series – CurvesM Wang, J Liu, TJ Burleyson, EJ Schneller, KO Davis, RH French, ...
IEEE Journal of Photovoltaics 10 (5), 1379-1388, 2020
18 2020 ddiv: Data Driven IV feature extraction WH Huang, X Ma, J Liu, M Wang, AJ Curran, JS Fada, JN Jaubert, J Sun, ...
R-project. org/package= ddiv, 2018
18 2018 Evaluation of Photovoltaic Module Performance Using Novel Data-driven I-V Feature Extraction and Suns-VOC Determined from Outdoor Time-Series I-V Curves M Wang, X Ma, WH Huang, J Liu, AJ Curran, E Schnabel, M Köhl, ...
2018 IEEE 7th World Conference on Photovoltaic Energy Conversion (WCPEC)(A …, 2018
14 2018 Real-world PV Module Degradation across Climate Zones Determined from Suns-Voc , Loss Factors and I-V Steps Analysis of Eight Years of I-V, Pmp Time-series … J Liu, M Wang, AJ Curran, AM Karimi, W Huang, E Schnabel, M Köhl, ...
2019 IEEE 46th Photovoltaic Specialists Conference (PVSC), 0680-0686, 2019
13 2019 Employing Weibull analysis and weakest link theory to resolve crystalline silicon PV cell strength between bare cells and reduced-and full-sized modules N Bosco, M Springer, J Liu, SN Venkat, RH French
IEEE Journal of Photovoltaics 11 (3), 731-741, 2021
10 2021 Service life estimation for photovoltaic modules KA Weiss, LS Bruckman, RH French, G Oreski, T Tanahashi, ...
Report IEA-PVPS T13 16, 2021, 2021
8 2021 EL and IV correlation for degradation of PERC vs. Al-BSF commercial modules in accelerated exposures JL Braid, AJ Curran, J Sun, EJ Schneller, JS Fada, J Liu, M Wang, ...
2018 IEEE 7th World Conference on Photovoltaic Energy Conversion (WCPEC)(A …, 2018
8 2018 netSEM: Network Structural Equation Modeling WH Huang, N Wheeler, A Klinke, Y Xu, W Du, AK Verma, A Gok, ...
Jun, 2018
8 2018 Identifying Degradation Modes of Photovoltaic Modules Using Unsupervised Machine Learning on Electroluminescense Images BG Pierce, AM Karimi, JQ Liu, RH French, JL Braid
2020 47th IEEE Photovoltaic Specialists Conference (PVSC), 1850-1855, 2020
7 2020 SunsVoc: Constructing Suns-Voc from Outdoor Time-series IV Curves M Wang, TJ Burleyson, J Liu, AJ Curran, A Gok, EJ Schneller, KO Davis, ...
May, 2020
6 2020 Employing fracture statistics to track cell reliability through module fabrication N Bosco, JN Jaubert, L Mao, J Liu, J Carter, R French
2020 47th IEEE Photovoltaic Specialists Conference (PVSC), 0263-0265, 2020
5 2020 Degradation mechanisms and partial shading of glass-backsheet and double-glass photovoltaic modules in three climate zones determined by remote monitoring of time-series … J Liu, M Wang, AJ Curran, E Schnabel, M Köhl, JL Braid, RH French
Solar Energy 224, 1291-1301, 2021
4 2021 Degradation pathway modeling of pv minimodule variants with different packaging materials under indoor accelerated exposures SN Venkat, J Liu, J Wegmueller, B Yu, B Gould, X Li, JN Jaubert, JL Braid, ...
2021 IEEE 48th Photovoltaic Specialists Conference (PVSC), 1725-1731, 2021
4 2021 Statistical analysis and degradation pathway modeling of photovoltaic minimodules with varied packaging strategies S Nalin Venkat, X Yu, J Liu, J Wegmueller, JC Jimenez, EI Barcelos, ...
Frontiers in Energy Research 11, 1127796, 2023
3 2023 Mechanistic Insights to Degradation of PERC Minimodules with Differentiated Packaging Materials & Module Architectures J Liu, SN Venkat, JLW Carter, NS Bosco, J Dai, JN Jaubert, LS Bruckman, ...
2020 47th IEEE Photovoltaic Specialists Conference (PVSC), 1709-1714, 2020
3 2020 Cross-correlation analysis of the indoor accelerated and real world exposed photovoltaic systems across multiple climate zones J Liu, AJ Curran, JS Fada, X Ma, WH Huang, CB Jones, E Schnabel, ...
2018 IEEE 7th World Conference on Photovoltaic Energy Conversion (WCPEC)(A …, 2018
3 2018 Evaluation of PV Module Packaging Strategies of Monofacial and Bifacial PERC Using Degradation Pathway Network Modeling SN Venkat, J Liu, X Yu, J Wegmueller, K Rath, X Li, JN Jaubert, JL Braid, ...
2022 IEEE 49th Photovoltaics Specialists Conference (PVSC), 1020-1027, 2022
2 2022 FAIRification, Quality Assessment, and Missingness Pattern Discovery for Spatiotemporal Photovoltaic Data WC Oltjen, Y Fan, J Liu, L Huang, X Yu, M Li, H Seigneur, X Xiao, ...
2022 IEEE 49th Photovoltaics Specialists Conference (PVSC), 0796-0801, 2022
1 2022 Reliability and Power Degradation Rates of PERC Modules Using Differentiated Packaging Strategies and Characterization Tools RH French, BD Huey, A Longacre, M Martin, T Moran, OV Kolosov, ...
Case Western Reserve Univ., Cleveland, OH (United States), 2021
1 2021