Forecasting for Renewable Energy
Bespoke software for estimating & forecasting of the production on green energy (highly accurate over 96% prediction of every day production for a month ahead)
- estimation of the production of energy from photovoltaic farms
- prediction of the production of energy from wind farms (weather measurement point was basen 60km from the farm)
The solutions are developed with the use of machine learning (neural networks) & statistics
Energy Production Planning
Energy production planning and optimisation for the large energy supplier in the south of Poland (resulting in 20% savings)
The solution takes into account various aspects of how the energy company operates, including satisfying all environmental requirements.
- power plant daily levels of production, downtimes, etc.
- sales and purchase of electrical energy from otcher sources (incl. other countries)
- market of the energy certificates – incl. green ones (applying to renewable energy production)
- CO2 emission permits
Technologies: hybrid solver including constraint programming, linear programming, local search and dynamic programming.
Software Solutions supporting Sustainability
- design and construction of an indoor/outdoor kiosks for powerbank renting
- emulation and anyalysis of various aspects of how electric car works (for a global car producer)
- optimisation and adaptation of the use of e-ink technology in cities
