| Title |
The optimal management of the prosumer's resources via stochastic programming |
| ID_Doc |
15810 |
| Authors |
Beraldi, P; Violi, A; Carrozzino, G |
| Title |
The optimal management of the prosumer's resources via stochastic programming |
| Year |
2020 |
| Published |
|
| DOI |
10.1016/j.egyr.2019.08.056 |
| Abstract |
This paper deals with the optimal home energy management problem faced by a smart prosumer equipped with PV panels and storage systems. The stochastic programming framework is adopted with the aim of explicitly accounting for the inherent uncertainty affecting the main problem parameters (i.e. generation from renewable energy sources and demands). The problem provides the prosumer with the optimal scheduling of the shiftable loads and operations of the available storage systems that minimizes the expected overall electricity cost. Preliminary results, collected on three different categories of residential prosumers, have shown the effectiveness of the proposed approach in terms of cost saving. (C) 2019 Published by Elsevier Ltd. |
| Author Keywords |
Home energy management systems; Optimal scheduling; Renewable energy; Stochastic programming; Storage device |
| Index Keywords |
Index Keywords |
| Document Type |
Other |
| Open Access |
Open Access |
| Source |
Science Citation Index Expanded (SCI-EXPANDED); Conference Proceedings Citation Index - Science (CPCI-S) |
| EID |
WOS:000518455400043 |
| WoS Category |
Energy & Fuels |
| Research Area |
Energy & Fuels |
| PDF |
https://doi.org/10.1016/j.egyr.2019.08.056
|