Generalized and mechanistic PV module performance prediction from computer vision and machine learning on electroluminescence images AM Karimi, JS Fada, NA Parrilla, BG Pierce, M Koyutürk, RH French, ... IEEE Journal of Photovoltaics 10 (3), 878-887, 2020 | 53 | 2020 |
PV cell cracks and impacts on electrical performance CM Whitaker, BG Pierce, AM Karimi, RH French, JL Braid 2020 47th IEEE Photovoltaic Specialists Conference (PVSC), 1417-1422, 2020 | 11 | 2020 |
Solar transposition modeling via deep neural networks with sky images BG Pierce, JL Braid, JS Stein, J Augustyn, D Riley IEEE Journal of Photovoltaics 12 (1), 145-151, 2021 | 7 | 2021 |
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 |
PVimage: Package for PV image analysis and machine learning modeling AM Karimi, BG Pierce, JS Fada, NA Parrilla, RH French, JL Braid Version 0.0. 4, 2020 | 7 | 2020 |
Horizon profiling methods for photovoltaic arrays JL Braid, BG Pierce 2023 IEEE 50th Photovoltaic Specialists Conference (PVSC), 1-7, 2023 | 1 | 2023 |
Temperature dependence of crystal growth behavior of AlN on Ni–Al using electromagnetic levitation and computer vision technique M Adachi, S Hamaya, D Morikawa, BG Pierce, AM Karimi, Y Yamagata, ... Materials Science in Semiconductor Processing 153, 107167, 2023 | 1 | 2023 |
Cloud segmentation and motion tracking in sky images BG Pierce, JS Stein, JL Braid, D Riley IEEE Journal of Photovoltaics 12 (6), 1354-1360, 2022 | 1 | 2022 |
Properties of PV Cell Fractures and Effects on Performance of Al-BSF and PERC Modules CM Whitaker, BG Pierce, RH French, JL Braid 2021 IEEE 48th Photovoltaic Specialists Conference (PVSC), 1779-1785, 2021 | 1 | 2021 |
Quantifying Cell Fractures in Si PV Modules. JL Braid, J Stein, B Pierce, N Parrilla, A Maroof Karimi, R French Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2020 | 1 | 2020 |
Systems and methods for single-axis tracking via sky imaging and machine leanring comprising a neural network to determine an angular position of a photovoltaic power system J Stein, JL Braid, BG Pierce, D Riley US Patent 11,823,409, 2023 | | 2023 |
Single Axis Tracker Performance Modeling on Sloped Terrain B Pierce, J Stein, D Riley 2023 IEEE 50th Photovoltaic Specialists Conference (PVSC), 1-4, 2023 | | 2023 |
Approaches to Sky Image Based Single Axis Tracker Algorithms. B Pierce, K Anekar, G DeBrun, D Riley Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2022 | | 2022 |
Cloud Segmentation & Motion Tracking in Sky Images: A Case Study using Machine Learning for PV Applications. B Pierce Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2022 | | 2022 |
Geographic Analysis of PV Module Characteristics. M Theristis, B Pierce, J Stein, M Kumari Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2022 | | 2022 |
Feature Extraction/Machine Learning for Degradation Classification of Solar Modules B Pierce, AM Karimi, JS Fada, JQ Liu, JL Braid, M Koyutürk, RH French | | |