TY - GEN
T1 - Experimental Comparison of Visual Inspection and Infrared Thermography for the Detection of Soling and Partial Shading in Photovoltaic Arrays
AU - Cardinale-Villalobos, Leonardo
AU - Meza, Carlos
AU - Murillo-Soto, Luis D.
N1 - Publisher Copyright:
© 2021, Springer Nature Switzerland AG.
PY - 2021
Y1 - 2021
N2 - Soling and partial shading of solar panels are two of the most common conditions that affects the power yield of a photovoltaic (PV) installation. Even though human inspection can easily identify such situations, in the case of large power plants covering thousands of hectares it is not practical. In this regard, unmanned areal systems (UAS) represents a useful tool to gather images in a short time for the inspection of thousands of PV panels. Using RGB and infrared cameras, UAS can be used to perform visual inspection (VI) and infrared thermography (IRT) to detect failures in PV arrays. The present paper presents the results of an experiment designed to evaluate the effectiveness of VI and IRT for detecting soiling and partial shadowing. It has been found that for the aforementioned conditions VI are more effective. Also, the methodology presented can be used as a reference for future research for other techniques and other failures. The results provide technical-scientific information for those in charge of operation and maintenance to make an objective choice of failure detection techniques.
AB - Soling and partial shading of solar panels are two of the most common conditions that affects the power yield of a photovoltaic (PV) installation. Even though human inspection can easily identify such situations, in the case of large power plants covering thousands of hectares it is not practical. In this regard, unmanned areal systems (UAS) represents a useful tool to gather images in a short time for the inspection of thousands of PV panels. Using RGB and infrared cameras, UAS can be used to perform visual inspection (VI) and infrared thermography (IRT) to detect failures in PV arrays. The present paper presents the results of an experiment designed to evaluate the effectiveness of VI and IRT for detecting soiling and partial shadowing. It has been found that for the aforementioned conditions VI are more effective. Also, the methodology presented can be used as a reference for future research for other techniques and other failures. The results provide technical-scientific information for those in charge of operation and maintenance to make an objective choice of failure detection techniques.
KW - Fault detection performance
KW - Partial shading
KW - Soiling
KW - Solar PV system
KW - Thermography
UR - http://www.scopus.com/inward/record.url?scp=85102629402&partnerID=8YFLogxK
U2 - 10.1007/978-3-030-69136-3_21
DO - 10.1007/978-3-030-69136-3_21
M3 - Contribución a la conferencia
AN - SCOPUS:85102629402
SN - 9783030691356
T3 - Communications in Computer and Information Science
SP - 302
EP - 321
BT - Third Ibero-American Congress, ICSC-Cities 2020, 2020, Revised Selected Papers
A2 - Nesmachnow, Sergio
A2 - Hernández Callejo, Luis
PB - Springer Science and Business Media Deutschland GmbH
T2 - 3rd Ibero-American Congress, ICSC-CITIES 2020
Y2 - 9 November 2020 through 11 November 2020
ER -