Rollouts | Network |
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Rollouts | Network |
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Pros 💚 | Cons 💔 | |
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Model-free | Performance | Data inefficiency |
Model-based | Data efficiency | Performance; Model bias |
SOA Energy Efficiency | SOA Data Efficiency | Authors | |
---|---|---|---|
Model-free | 10-30% | 1-2 years simulated data | [1,2] |
Model-based | 5-10% | 3-12 hours live data | [3,4] |
some blue text | some blue text |
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Annual Energy Consumption (kWh) ⚡ | Average Temperature (oC) 🌡️ | Emissions (tCO2) | |
---|---|---|---|
Current | 132, 776 | 20.11 | 65.15 |
Model-free | 103, 363 | 21.99 | 50.91 |
Model-based | 137, 616 | 20.59 | 67.61 |
Probabilistic Model-based | 97, 149 | 20.41 | 47.73 |