Data mining/analysis

Open Energi’s technology optimizes the energy use of low-carbon assets, including battery storage, hydrogen electrolyzers, and solar farms, connecting the assets to power markets and giving traders access to real-time data. The goal is to provide flexibility at times of low renewable-energy generation and during price peaks.
Earlier this year, 19 teams competed in a machine-learning contest held by the Data Analytics Study Group of SPE’s Gulf Coast Section. The was the first competition of its kind for SPE. Here, the organizers of the contest present some of the techniques used and lessons learned from the Machine Learning Challenge 2021.
“What is the drilling state” has become an important question among data scientists and automation experts. The simplest definition of a complicated concept is that it is what the driller is doing at the time.

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