"Energy" system
Intelligent forecasting and modeling system energy consumption.
The Energetika project is aimed at forecasting electricity consumption for each electricity meter at a substation.
Average forecast accuracy up to 95%
Brief Description of the Project
1. Neural network forecast of electricity consumption for each electric meter at the substation
available in the database. Currently, only the region "Republic of Bashkortostan" is available.
2. Obtaining historical and current data from open sources to replenish the database for more
accurate power consumption forecasting.
3. Importing missing data to improve the accuracy of electricity consumption forecasting.
4. Imputation of missing data to improve the accuracy of predicted water levels.
Development Team
Evgeny Palchevsky
Project Manager, Senior Lecturer at the Department of Data Analysis and Machine Learning of the
Financial University under the Government of the Russian Federation.
Artem Kuzmichev
Project developer, student of the Department of Data Analysis and Machine Learning of the
Financial Student of the University under the Government of the Russian Federation. Field of
study: "Applied Computer Science".
Valery Koryakin
Project developer, student of the Department of Data Analysis and Machine Learning of the
Financial Student of the University under the Government of the Russian Federation. Field of
study: "Applied Computer Science".
Alexander Pyatunin
Project developer, student of the Department of Data Analysis and Machine Learning of the
Financial Student of the University under the Government of the Russian Federation. Field of
study: "Applied Computer Science".
Elina Soboleva
Project designer, student of the Department of Data Analysis and Machine Learning of the
Financial Student of the University under the Government of the Russian Federation. Field of
study: "Applied Computer Science".
Alexander Kamantsev
Project developer, student of the Department of Data Analysis and Machine Learning of the
Financial Student of the University under the Government of the Russian Federation. Field of
study: "Applied Computer Science".
Anton Pitsenko
Project developer, student of the Department of Data Analysis and Machine Learning of the
Financial Student of the University under the Government of the Russian Federation. Field of
study: "Applied Computer Science".