Sweden to cut subsidies for solar energy and eliminate tax breaks for micro-production of electricity – SPESeptember 19, 2024
New deep learning technology uses electroluminescence images to identify defective PV cells – SPE Technology September 16, 2024 The new method uses the YOLOv8 framework, which integrates an attention mechanism and a transformer model. It was tested on…
Low-cost machine learning framework for snail trail detection in PV panels – SPE Technology September 4, 2024 The new system, devised by French scientists, uses ensemble learning and requires nothing more than a commercially available optimizer. Before…
Deep learning technology detects snow cover on PV systems and calculates energy loss – SPE Technology September 2, 2024 The new method, devised by researchers in Canada, combines image processing and deep learning techniques to locate the snow-covered parts…
Fault detection technology for PV modules based on deep electroluminescence learning Solar Industry August 20, 2024 The new technique is based on the VarifocalNet deep-learning object detection framework, which has reportedly been modified to achieve faster…
Operating heat pumps in residential complexes through reinforcement learning – SPE Technology July 31, 2024 Researchers in Germany have proposed using a machine learning technique known as reinforcement learning to optimize the performance of heat…