“…The (Current-Voltage) I-V data collected at standard test conditions (STC) or in field were analyzed using open-source data analysis tools. We demonstrate that the data analysis pipeline is not only flexible enough to capture nonlinear performance degradation (Hashemi et al, 2020;French et al, 2021;Hashemi et al, 2021;Theristis et al, 2021;Lindig et al, 2022;Livera et al, 2022a), but also capable of extracting performance loss and changes in electrical features from I-V curves at outdoor conditions (Li et al, 2023;Meena et al, 2022;Jain et al, 2020;Livera et al, 2019). Furthermore, our pipeline can construct data-driven network models of degradation pathways, allowing for the comparison of degradation mechanism among different variants (Nalin Venkat et al, 2023).…”