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A technical and economic approach to multi-level optimization models for electricity demand considering user-supplier interaction

Authors :
Fernando Magnago
Jorge C Vaschetti
Sergio N. Bragagnolo
Source :
Journal of King Saud University - Engineering Sciences. 35:32-39
Publication Year :
2023
Publisher :
Elsevier BV, 2023.

Abstract

One-level optimization methods have been proposed to optimize a single user’s load profile or a cluster of users in the smart grids. In this work, two two-level optimization methods are studied, one case considering technical requirements (case 1) and another considering economic criterion (case 2). In the upper level, the supplier optimizes the objective function. Meanwhile, at the lower level, users optimize their electrical costs. The proposed methods are based on Genetic Algorithm methods. In this sense, an indirect control is established in which users react to a price signal. Simulation results illustrate that both cases improve the demand profile and increase the retailer profit concerning an unscheduled case. However, when the supplier tries to maximize the profit, some users receive benefits to detriment of others, concluding that the technical approach is preferable to the economic one.

Details

ISSN :
10183639
Volume :
35
Database :
OpenAIRE
Journal :
Journal of King Saud University - Engineering Sciences
Accession number :
edsair.doi.dedup.....77fba2842063efdab293723e2a5f4999
Full Text :
https://doi.org/10.1016/j.jksues.2021.02.005