production-forecasting

Here are 5 public repositories matching this topic...

mdsaoodalam / production-forecasting-dashboard

🛢️ Visualize and forecast oil & gas well production with a user-friendly dashboard for data cleaning, engineering, and machine learning training.

machine-learning hackathon excel scheduling macros pandas seaborn nokia matplotlib data-modeling production-optimization api-integration business-analytics world-bank-api streamlit industry40 interactive-dashboard production-forecasting

Updated Oct 12, 2026
Python

sobhankohanpour / production-forecasting-dashboard

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A comprehensive open-source dashboard for forecasting well production using advanced analytics and visualization. Designed to help engineers and analysts monitor trends, predict future output, and optimize resource planning.

python open-source machine-learning dashboard eda pandas data-visualization seaborn forecasting matplotlib petroleum-engineering oil-gas streamlit production-forecasting

Updated Dec 9, 2025
Python

anaelle1305 / volve-oil-production-forecasting

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Prédiction de production pétrolière et détection d'anomalies sur le champ Volve (données réelles Equinor) — Random Forest, Isolation Forest, dashboard React interactif.// Oil production forecasting & anomaly detection on the real Volve field dataset (Equinor) — Random Forest, Isolation Forest, interactive React dashboard.

react data-science machine-learning time-series random-forest anomaly-detection equinor production-forecasting oil-ga

Updated Jul 7, 2026
Jupyter Notebook

Angelsoul35 / wellforecast

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Oil-well production forecasting: Arps decline-curve analysis corrected by gradient boosting, validated on Equinor's real Volve field with a leakage-free temporal split.

python machine-learning scikit-learn gradient-boosting time-series-forecasting petroleum-engineering volve oil-and-gas reservoir-engineering decline-curve-analysis production-forecasting arps

Updated Oct 9, 2026
Python

meilantiago / vaca-muerta-dca

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Decline curve analysis and well economics for 1,590 Vaca Muerta horizontal oil wells from public SESCO data: robust Arps fits, EUR, NPV and a 24-month hindcast.

python reservoir-engineering decline-curve-analysis production-forecasting vaca-muerta

Updated Nov 8, 2026
Jupyter Notebook

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