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Benjamin G. Pierce
Benjamin G. Pierce
Sandia National Labs, Case Western Reserve University
Verified email at case.edu - Homepage
Title
Cited by
Cited by
Year
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
532020
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
112020
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
72021
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
62020
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
62020
Horizon profiling methods for photovoltaic arrays
JL Braid, BG Pierce
2023 IEEE 50th Photovoltaic Specialists Conference (PVSC), 1-7, 2023
12023
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
12023
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
12022
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
12021
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
12020
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
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