Units
1. Introduction to Artificial Intelligence in Energy Systems and the Discipline of Verification 2. Energy Data, SCADA and Smart Meter: Time Series Preparation 3. Load and Demand Forecast 4. Renewable Generation Forecast: Solar and Wind 5. Smart Grid and Grid Optimization 6. Battery and Energy Storage Management 7. Predictive Maintenance: Transformer, Turbine and Equipment Health 8. Energy Efficiency: Building and Industrial Optimization 9. Electricity Market and Price Analysis 10. Carbon Accounting, Emissions and Sustainability 11. End-to-End Energy Analysis, Ethics and Limits with Python
Unit 9 / 11

Electricity Market and Price Analysis

Gains:

  • Ability to explain day-ahead/intraday market structure and sources of price volatility
  • Ability to create price prediction, draft bid strategy and scenario analysis with artificial intelligence
  • Ability to manage uncertainty of market forecasts, risk of overfitting and financial/legal limits
Previous Next