研究目的
Investigating the description of short-circuit current (ISC) of outdoor photovoltaic modules by multiple regression analysis under various solar irradiance levels.
研究成果
The study concludes that the ISC of PV modules is primarily determined by IrrTPVMS, with higher precision achieved when APE is added to the model, especially for modules with Eg different from PVMS. The method utilizing IrrTPVMS and APE through multiple regression analysis is simple and applicable to many outdoor installation sites under various solar irradiance levels.
研究不足
The study is limited by the need for fast measurement times to account for changing solar spectral irradiance and the spectral mismatch error caused by Eg differences between PVMS and test PV modules.
1:Experimental Design and Method Selection:
The study uses multiple regression analysis to describe the ISC of different-type PV modules based on environmental factors (solar irradiance, APE, and Tmod).
2:Sample Selection and Data Sources:
Test PV modules include multi-crystalline silicon, heterostructure-with-intrinsic-thin-layer, single-crystalline silicon back-contact, CuInSe2 (CIS), and CdTe modules. Environmental factors were measured from July 1st, 2016 to June 30th,
3:List of Experimental Equipment and Materials:
20 Equipment includes thermocouples for Tmod, pyranometer (EKO MS-402) for IrrT, spectro-radiometer (EKO MS-700) for solar spectral irradiance, and sc-Si PV module as PVMS for IrrTPVMS.
4:Experimental Procedures and Operational Workflow:
Environmental factors were measured daily from 4:00 a.m. to 20:00 p.m. ISC was described using models A, B, C, and D based on different combinations of environmental factors.
5:Data Analysis Methods:
Multiple regression analysis was used to investigate the relationship between ISC and environmental factors. Error between estimated and measured ISC was calculated to evaluate model precision.
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