TY - CONF
T1 - Unmanned Aerial Vehicle-Based Non Destructive Diagnostics
AU - Romano, Pietro
AU - Marino, Francescomaria
AU - Vergura, Silvano
PY - 2018
Y1 - 2018
N2 - The paper proposes a cloud platform for analyzing the radiometric infrared videos uploaded by drones which patrol large photovoltaic plants. Thanks to artificial vision algorithms, it does not require any human support to select and associate the framed PV modules to the corresponding ones in the topology of the photovoltaic plant. The algorithm implements an innovative diagnostic protocol, which evaluates the thermal state of the photovoltaic module, whichever the environmental conditions are. The data automatically computed and collected in a multimedia database provide the OM technicians with significant information to monitor the ageing of each module of the photovoltaic plant. The proposed platform also integrates a cloud-based software, named DISS, which provides quantitative and deeper information about the thermal behavior of the photovoltaic modules.
AB - The paper proposes a cloud platform for analyzing the radiometric infrared videos uploaded by drones which patrol large photovoltaic plants. Thanks to artificial vision algorithms, it does not require any human support to select and associate the framed PV modules to the corresponding ones in the topology of the photovoltaic plant. The algorithm implements an innovative diagnostic protocol, which evaluates the thermal state of the photovoltaic module, whichever the environmental conditions are. The data automatically computed and collected in a multimedia database provide the OM technicians with significant information to monitor the ageing of each module of the photovoltaic plant. The proposed platform also integrates a cloud-based software, named DISS, which provides quantitative and deeper information about the thermal behavior of the photovoltaic modules.
KW - Sustainability and the Environment; Industrial and Manufacturing Engineering; Instrumentation
KW - computer aided diagnostics; digital image processing; drone based monitoring; PV cells; PV modules; thermography; Artificial Intelligence; Computer Networks and Communications; Computer Science Applications1707 Computer Vision and Pattern Recognition; Ene
KW - Sustainability and the Environment; Industrial and Manufacturing Engineering; Instrumentation
KW - computer aided diagnostics; digital image processing; drone based monitoring; PV cells; PV modules; thermography; Artificial Intelligence; Computer Networks and Communications; Computer Science Applications1707 Computer Vision and Pattern Recognition; Ene
UR - http://hdl.handle.net/10447/347832
UR - http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=8528317
M3 - Other
SP - 1
EP - 5
ER -