Loading...
Publication
Optimal energy management of microgrid using multi-objective optimisation approach
| Name: | Description: | Size: | Format: | |
|---|---|---|---|---|
| 455.06 KB | Adobe PDF |
Advisor(s)
Abstract(s)
The use of several distributed generators as well as the energy storage system in a local microgrid require an energy management system to maximize system efficiency, by managing generation and
loads. The main purpose of this work is to find the optimal set-points
of distributed generators and storage devices of a microgrid, minimizing simultaneously the energy costs and the greenhouse gas emissions. A
multi-objective approach called Pareto-search Algorithm based on direct
multi-search is proposed to ensure optimal management of the microgrid.
According to the non-dominated resulting points, several scenarios are
proposed and compared. The effectiveness of the algorithm is validated,
giving a compromised choice between two criteria: energy cost and GHG
emissions.
Description
Keywords
Microgrid Power management Energy management system Multi-objective optimisation Pareto-search algorithm
Pedagogical Context
Citation
Amoura, Yahia; Pereira, Ana I.; Lima, José: Ferreira, Ângela P.; Boukli Hacene, Fouad (2023). Optimal energy management of microgrid using multi-objective optimisation approach. In 16 International Conference Learning and Intelligen Optimization. Lion