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 8 / 11

Energy Efficiency: Building and Industrial Optimization

Gains:

  • Ability to identify energy efficiency opportunities with a measurement and verification (M&V) framework
  • Ability to carry out baseline modeling, savings measurement and anomaly-based energy waste detection with artificial intelligence
  • Ability to verify savings claims with measured bill/meter data and statistical confidence
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