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NGED ML research

Research plan

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NGED ML research

Home
Studies
Studies
ML experiments
ML experiments
- Overview
- Background
  Background
- Research default
  Research default
- Data processing
- Glossary
- Kalman filter explainer
- Calibration and uncertainty
  Calibration and uncertainty
- Curtailment cost
  Curtailment cost
- Demand inputs
  Demand inputs
  - Summary
  - Experiments
  - Research plan Research plan
    Table of contents
    
    Planned experiments
- Differentiable physics
  Differentiable physics
  - Background
  - Literature scan
  - Economy 7
  - Demand, calendar, and weather
    Demand, calendar, and weather
    
    Summary
    
    Experiments
    
    Research plan
  - Embedded generation
    Embedded generation
    
    Summary
    
    Experiments
    
    Research plan
  - Long history and drift
    Long history and drift
    
    Summary
    
    Experiments
    
    Research plan
  - Pooling across substations
    Pooling across substations
    
    Summary
    
    Experiments
    
    Research plan
  - Forecast engine
    Forecast engine
    
    Summary
    
    Experiments
    
    Research plan
  - Network
    Network
    
    Summary
    
    Experiments
    
    Research plan
- Generator forecasting
  Generator forecasting
- Hierarchy and pooling
  Hierarchy and pooling
- Lagged power and error correction
  Lagged power and error correction
- Production reference and best guess
  Production reference and best guess
- Retraining and training history
  Retraining and training history
- Metered solar farms
  Metered solar farms
- Solar disaggregation
  Solar disaggregation
- LSC detectors
  LSC detectors
- Load-shift labels in the forecast
  Load-shift labels in the forecast
- Weather products and blending
  Weather products and blending

Table of contents

Planned experiments

Demand inputs: research plan

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Planned experiments

Experiment	Hypothesis	Relevance

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