A combination of two advanced disciplines is what make possible for Nnergix to deliver a powerful technology. Those disciplines are: high resolution weather forecast and Machine learning algorithms.
High resolution weather forecast modelling
Nnergix is using advanced models to predict the state of the atmosphere for a given location. Limited area models are able to forecast weather in high temporal resolution and also spatial.
Also Global Atmospheric models are essential to understand dynamics of atmosphere, macro-scale models such as:
GFS (Global Forecast System) of NCEP (National Centre for Environmental Prediction, belonging to National Weather Service of the U.S government)
Is a branch of artificial intelligence consisting of systems that can learn from data.
Evolutionary algorithms (EA), which generate solutions to optimization problems using techniques inspired by natural evolution, such as inheritance, mutation, selection, and crossover.
In computer science and related fields, artificial neural networks are computational models inspired by biological central nervous systems (in particular the brain) that are capable of machine learning and pattern recognition. They are usually presented as systems of interconnected "neurons" that can compute values from inputs by feeding information through the network.
Classical statistical methods as pre and post filters customized to each customer.