The invention relates to the technical field of
solar industry, and discloses a constant-temperature visible-light high-definition camera based on photovoltaic booster
station inspection, which synchronously acquires an
infrared thermogram and a visible-light image through a camera depending on a
data acquisition module, and can detect the temperature of an abnormal region according to the abnormal temperature region. The
azimuth angle,
pitch angle and
focal length parameters of the visible light camera are dynamically calculated and adaptively adjusted, so that the visible light camera accurately focuses on an abnormal area and collects a high-definition image, the accuracy and
data integrity of temperature anomaly recognition are greatly improved, the fusion
processing module deeply extracts two types of image features and carries out fusion analysis, and an attention mechanism weighting
algorithm is combined, so that the accuracy of temperature anomaly recognition is improved. Feature weights are distributed adaptively according to abnormal severity levels, temperature and visual features form unified high-dimensional feature expression under space-
time alignment, the false report and missing report rate is reduced, an
equipment state management module generates a diagnosis report and a
maintenance strategy based on a fusion result, and a prediction model is constructed in combination with historical data; and the
equipment state identification accuracy and the operation and maintenance efficiency are obviously improved.