PV fault detection method based on deep learning of aerial images
Tempo di lettura ca.: 1 minuti, 44 secondi[[{“value”:” Conceived an international research group, the proposed model uses the convolutional neural network (CNN) architecture U-Net for image segmentation and the the…
Interplay Learning launches new online solar training programs
Tempo di lettura ca.: 13 secondiInterplay Learning announced the launch of two new Academy programs, Clean Energy and Solar. Additionally, Interplay’s AI-powered teaching assistant SAM is now available in Interplay…
New deep learning tech uses electroluminescence images to identify defective PV cells
Tempo di lettura ca.: 1 minuti, 53 secondi[[{“value”:” The novel method uses the YOLOv8 framework, integrating an attention mechanism and a transformer model. It was tested on a dataset of…
Low-cost machine learning framework for snail trail detection in PV panels
Tempo di lettura ca.: 2 minuti[[{“value”:” Conceived by French scientists, the novel system uses ensemble learning and does not require anything more than a commercially available optimizer. Before it makes…
Deep learning tech detects snow coverage on PV systems, calculates energy loss
Tempo di lettura ca.: 2 minuti, 1 secondi[[{“value”:” Conceived by researchers in Canada, the novel method combines image processing and deep learning techniques to locate the areas of the solar…
PV module fault detection tech based on deep learning of electroluminescence
Tempo di lettura ca.: 1 minuti, 26 secondi[[{“value”:” The novel technique is based on the VarifocalNet deep-learning object detection framework, which was reportedly tweaked to achieve quicker and more accurate…