TY - JOUR
T1 - Virtual Sensing of Photovoltaic Module Operating Parameters
AU - Lappalainen, Kari
AU - Manganiello, Patrizio
AU - Piliougine, Michel
AU - Spagnuolo, Giovanni
AU - Valkealahti, Seppo
PY - 2020/5
Y1 - 2020/5
N2 - The single diode equivalent circuit allows describing photovoltaic panels behavior quite accurately. The values of the five parameters appearing in this model are usually identified in standard test conditions, at which irradiance and temperature values are given. Instead, when this identification has to be performed on field, suitable environmental sensors are required. In this article, a procedure for the on-site identification of the single diode model parameters as well as of the working irradiance and temperature conditions is presented. The procedure operates only on the measured panel current versus voltage curve, or on a part of it around the maximum power point, and does not need any other input data. A consolidated identification algorithm, effectively running on any embedded system for on-site application, is used. The proposed procedure is validated through a large number of experimental measurements acquired in two different geographic locations.
AB - The single diode equivalent circuit allows describing photovoltaic panels behavior quite accurately. The values of the five parameters appearing in this model are usually identified in standard test conditions, at which irradiance and temperature values are given. Instead, when this identification has to be performed on field, suitable environmental sensors are required. In this article, a procedure for the on-site identification of the single diode model parameters as well as of the working irradiance and temperature conditions is presented. The procedure operates only on the measured panel current versus voltage curve, or on a part of it around the maximum power point, and does not need any other input data. A consolidated identification algorithm, effectively running on any embedded system for on-site application, is used. The proposed procedure is validated through a large number of experimental measurements acquired in two different geographic locations.
KW - Condition monitoring
KW - diagnosis
KW - parameters identification
KW - photovoltaic (PV) systems
UR - http://www.scopus.com/inward/record.url?scp=85083916906&partnerID=8YFLogxK
U2 - 10.1109/JPHOTOV.2020.2972688
DO - 10.1109/JPHOTOV.2020.2972688
M3 - Article
AN - SCOPUS:85083916906
VL - 10
SP - 852
EP - 862
JO - IEEE Journal of Photovoltaics
JF - IEEE Journal of Photovoltaics
SN - 2156-3381
IS - 3
M1 - 9018387
ER -