2020
DOI: 10.3390/app10134646
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Image-Based Gimbal Control in a Drone for Centering Photovoltaic Modules in a Thermal Image

Abstract: Recently, there have been many types of research applying drones with a thermal camera to detect deteriorations in photovoltaic (PV) modules. A thermal camera can measure temperatures on the surface of PV modules and find the deteriorated area. However, a thermal camera generally has a lower resolution than a visible camera because of the limitations of cost. Due to different resolutions between the visible and thermal cameras, there are often invalid frames from a thermal camera. In this paper, we des… Show more

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Cited by 4 publications
(3 citation statements)
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“…It is necessary to obtain parameters such as the edge of the water bottle, the edge of the liquid surface, and the inclination angle of the water bottle to calculate the volume of water in the water bottle. In this paper, the cumulative probability Hough transform 31 34 is used to obtain key line segment's expression and the line segment's endpoint. Mark the pixel points in the extracted edge image, generate a set of lines passing through the point at different angles, and represent the set in polar coordinates.…”
Section: Methodsmentioning
confidence: 99%
“…It is necessary to obtain parameters such as the edge of the water bottle, the edge of the liquid surface, and the inclination angle of the water bottle to calculate the volume of water in the water bottle. In this paper, the cumulative probability Hough transform 31 34 is used to obtain key line segment's expression and the line segment's endpoint. Mark the pixel points in the extracted edge image, generate a set of lines passing through the point at different angles, and represent the set in polar coordinates.…”
Section: Methodsmentioning
confidence: 99%
“…A thermal review of PV systems has become increasingly popular in today's PV market because thermal testing is less expensive than EL testing, which requires that PV strings be disconnected. Even in large PV installations, PID affected PV strings are easily distinguished as they have higher surface temperatures than non-PID strings 15 , 16 . Temperature increases are caused most often by leakage currents and voltage bias, especially with PID negative biasing, −1000 V.…”
Section: Introductionmentioning
confidence: 99%
“…It is uncomplicated to distinguish the PID affected PV strings, even in large scale PV installations, as they appear to have higher surface temperature than non-PID strings [15,16]. The leading cause of the increase in the temperature is the leakage current and the voltage bias, notably when the PID is induced by negative biasing, -1000 V.…”
Section: Introductionmentioning
confidence: 99%