Name
Title | ||
|---|---|---|
Model-Free Real-Time Autonomous Control for A Residential Multi-Energy System Using Deep Reinforcement Learning |
Abstract | ||
|---|---|---|
Multi-energy systems (MES) are attracting increasing attention driven by its potential to offer significant flexibility in future smart grids. At the residential level, the roll-out of smart meters and rapid deployment of smart energy devices call for autonomous multi-energy management systems which can exploit real-time information to optimally schedule the usage of different devices with the aim... |
Year | DOI | Venue |
|---|---|---|
2020 | 10.1109/TSG.2020.2976771 | IEEE Transactions on Smart Grid |
Keywords | DocType | Volume |
Energy management,Uncertainty,Resistance heating,Smart grids,Real-time systems,Schedules | Journal | 11 |
Issue | ISSN | Citations |
4 | 1949-3053 | 4 |
PageRank | References | Authors |
0.40 | 0 | 5 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Yujian Ye | 1 | 17 | 2.86 |
| Dawei Qiu | 2 | 13 | 3.09 |
| Xiaodong Wu | 3 | 4 | 0.40 |
| Goran Strbac | 4 | 75 | 19.95 |
| Jonathan Ward | 5 | 5 | 1.77 |