Privacy-Preserving Energy Management of a Shared Energy Storage System for Smart Buildings: A Federated Deep Reinforcement Learning Approach
This paper proposes a privacy-preserving energy management of a shared energy storage system (SESS) for multiple smart buildings using federated reinforcement learning (FRL). To preserve the privacy of energy scheduling of buildings connected to the SESS, we present a distributed deep reinforcement...
| Үндсэн зохиолчид: | , , |
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| Формат: | Өгүүллэг |
| Хэл сонгох: | English |
| Хэвлэсэн: |
MDPI AG
2021-07-01
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| Цуврал: | Sensors |
| Нөхцлүүд: | |
| Онлайн хандалт: | https://www.mdpi.com/1424-8220/21/14/4898 |