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 10 / 11

Carbon Accounting, Emissions and Sustainability

Gains:

  • Scope: Ability to explain the concepts of 1-2-3 emission, emission factor and hourly carbon intensity
  • Ability to create emission calculations, reporting drafts and carbon-aware load shifting analysis with artificial intelligence
  • Ability to verify carbon claims with auditable emission factor sources and against the risk of greenwashing
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