2020
DOI: 10.21203/rs.3.rs-37008/v1
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Optimal Peak Shifting of a Microgrid Load Based on Deep Q-Learning Network

Abstract: Abstract Background: Peak periods are a result of consumers generally using electricity at similar times and periods as each other, for example, turning lights on when returning home from work, or the widespread use of air conditioners during the summer. Without peak shifting, the grid’s system operators are forced to use peaked plants to provide the additional energy, the operation of which is incredibly expensive and dangerous to the environment… Show more

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