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TotalEnergies: One Billion Measurements a Day for Its AIs

Models & LLM·Tom Levy·

TotalEnergies: One Billion Measurements a Day for Its AIs

TotalEnergies: One Billion Measurements a Day for Its AIs
Key Takeaways
1TotalEnergies collects one billion measurement points per day in oil and gas
2Up to 500,000 sensors equip a refinery and 50 petabytes of seismic archives are stored
3Data from electricity and renewables adds to this asset
Why it matters : This volume of data must serve as the foundation for training TotalEnergies' AI models.

TotalEnergies is already managing significant volumes of data, including one billion measurements per day for the oil and gas sector, up to 500,000 sensors installed in each refinery, as well as 50 petabytes of seismic archives. The company plans to use this data to fuel its AI models, also integrating data from electricity and renewable energies.

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Archives of 50 PB and up to 500,000 sensors at the refinery

TotalEnergies has a vast industrial data set, combining archives and real-time measurements. The seismic data archives reach 50 petabytes, while a refinery can have up to 500,000 sensors. For oil and gas activities alone, one billion measurement points are collected each day. The company has long viewed data as a raw material and now aims to leverage this asset to power its artificial intelligence models. In addition to this data, there are contributions from TotalEnergies' developments in electricity and renewable energies, which further enrich the existing industrial base.

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