pv magazine International

Ultra-short-term PV forecasting based on convolutional neural network, long short-term memory

Scientists have created a novel probabilistic model for 5-minutes ahead PV power forecasting. The method combines a convolutional neural network with bidirectional long short-term memory, attention ...

Scientists reveal bat-inspired drone tech that could save lives in natural disasters: 'Remarkable accuracy'

With this bat-inspired technology, the potential to locate more survivors the next time an earthquake or wildfire strikes could increase dramatically. The research team believes this system could ...
pv magazine International

PV module fault diagnosis uses convolutional neural network

Researchers in China have created a dataset of various PV faults and normalized it to accommodate different array sizes and typologies. After testing the new approach in combination with the 1D-CNN ...