IoT Forecasting

Context:

byNubian is a belgian company that offers innovative Software and HW-solutions for capturing, persisting and processing enterprise and IOT data. byNubian is mostly active in the smart building and energy sectors.

Project:

We helped byNubian with the development of advanced machine learning algorithms to forecast time series data to the future. We focused in particular on data related to energy consumption and/or production of smart building. Various algorithms and techniques were tested in order to achieve a good balance between accuracy, precision and operation cost, speed and maintenance.