Naslov
A preference-based demand response mechanism for energy management in a microgrid

Autori
Da Silva, Igor R.S. ; Rabêlo, Ricardo de A.L. ; Rodrigues, Joel J.P.C. ; Solic, Petar ; Carvalho, Arthur

Izvornik
Journal of Cleaner Production (0959-6526) 255 (2020); 120034, 14

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

Ključne riječi
Demand Response, Microgrid, Optimization, NSGA-III, Smart grid

Sažetak
In this work, a preference-based, demand response (DR) multi- objective optimization model based on real-time electricity price is presented to solve the problem of optimal residential load management. The purpose of such a model is threefold: 1) to minimize the costs associated with consumption ; 2) to minimize the inconvenience caused to consumers ; and 3) to minimize environmental pollution. Potential solutions to the underlying multi-objective optimization problem are subject to a set of electrical and operational constraints related to home appliances categories and the utilization of distributed energy resources (DER) and energy storage systems (ESS). The use of the proposed model is illustrated in a realistic microgrid scenario where suitable solutions were found by the Non-Dominated Sorting Genetic Algorithm III (NSGA-III). These solutions determine new operational periods for home appliances as well as the utilization of DER and ESS for the planning horizon while considering consumer preferences. Besides helping consumers to take advantage of the benefits offered by DR, the experimental results show that the multi-objective DR model together with the NSGA-III algorithm can effectively minimize energy-consumption costs as well as reduce inconvenience costs and environmental pollution.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika, Računarstvo

POVEZANOST RADA