Season : Challenge Data 2018

From 16/11/2017 to 27/12/2018

Challenge : Oze-Energies, improving energy consumptions with statistical learning
By Oze-Energies


Description


Oze-Energies, improving energy consumptions with statistical learning

This data challenge aims at introducing a new statistical model to predict energy consumptions and inside temperatures using observations stored in the Oze-Energies database. We propose to build a simplified model based on a reduced number of parameters to mimic the outputs of the physical model.

Video of the challenge's presentation at Collège de France is available at: https://www.college-de-france.fr/site/stephane-mallat/Challenge-2017-2018-Prediction-de-consommation-d-energie-par-Oze-energies.htm

 

Partner


Oze-Energies
Oze-Energies

Created in 2006, Oze-Energies is an innovative company specialized in a new profession: Instrumented Energy Optimization® of existing commercial buildings. The installation of communicating sensors, coupled with a monitoring software and energy optimization (constituting the TECICE® solution, in-house development), to measure the main data required (temperatures, consumptions, programming, etc.) in real time and continuously. Using data accumulated for a few weeks and its algorithms of Big Data, Oze-Energies models the energy behavior of buildings. Oze-Energies experts then identify and evaluate progress actions for equal comfort and without work. Acting partly on the settings of climatic equipment (heating, ventilation and air conditioning) and secondly resizing energy contracts. These actions reduce the energy bill of the owners and tenants of about 25% on average per year. Oze-Energies then accompanies owners over time for effective implementation of improvement actions. It also performs a continuous improvement approach to complement and strengthen the results. Thus on a park of 10 buildings of 10 000 m2, the cumulative savings over 3 years exceed 1 million euros. The process is self-funding in the first year thanks to the special technology developed by Oze- Energies. It allows the owner to retain tenants and enhance its assets value. Finally, it provides a monitoring and communication tool, useful both internally and externally to raise the awareness of stakeholders. Key figures: - around 2 Million data collected per building per year - 3 Million Euros cumulated savings - over 800 000 m2 monitored and optimized - a few references : Union Investment, HSBC, BNP Paribas, SwissLife, AG2R La Mondiale…


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