Artificial Intelligence

Artificial intelligence is the modelling of intelligent behaviour and machine learning and is already used in applications such as picture recognition and search engines. One field of artificial intelligence is artificial neural networks that are trained to predict specific values based on training datasets. PowerFactory’s Artificial Intelligence toolbox can be used to approximate load flow results using an artificial neural network. It is offered as an option for Quasi-Dynamic Simulations, for a very fast approximation of results.

  • Innovative use of neural networks for fast power system analysis
  • Automatic generation of datasets for neural network training
  • Training of neural networks using GPU capabilites1
  • Application of trained neural networks for ultra-fast Quasi-Dynamic Simulations

1Requires dedicated NVIDIA GPU with a compute capability of 3.5 or higher

Videos on YouTube

Artificial Intelligence – Texas Grid
PowerFactory