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energyforecasting

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Energy Demand Forecasting with Machine Learning, An advanced AI model for natural gas consumption prediction using ensemble learning (Gradient Boosting, Random Forest, Ridge Regression) on multivariate time series data. Includes feature engineering, Fourier transforms, and econometric analysis.

  • Updated Jan 31, 2026
  • Python

Includes Source Code, PPT, Synopsis, Report, Documents, Base Research Paper & Video tutorials. AI for Predicting Energy Consumption leverages historical and operational data to forecast energy usage, enabling efficient energy management, cost reduction, and sustainable resource planning.

  • Updated Feb 5, 2026

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