Research Article
Decentralized Reinforcement Learning Approach for Microgrid Energy Management in Stochastic Environment
Table 3
The average results of EMS based on [
21] over 800 days.
| | Scenario | Daily generated/consumed energy (kWh) | Daily profit/expense (rial) | | I | II | I | II |
| | Wind | 123.4 | 125.2 | 40376 | 49779 | | PV | 70 | 70 | 31286 | 35755 | | Diesel | 63.2 | 107.8 | 14834 | 27385 | | Fuel cell | 75.8 | 128.6 | 21145 | 40953 | | Microturbine | 75.6 | 130.3 | 18732 | 38464 | | Battery | 10.9 | 2.3 | −24161 | 23.3 | | Electrical load | 620.7 | 216.4 | 81437 | 26642 | | Thermal load | 258.4 | 99.6 | 60524 | 21874 | | Main grid | 491.1 | −177.4 | 441370 | −29538 |
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