Multi-objective Distributed Optimization for Zonal Distribution System with Multi-Microgrids

The issue of voltage variations caused by integration of renewables has been addressed in this paper through distributed management of Microgrids (MGs). The distribution network (DN) takes the network losses and voltage quality as objectives, an alternating direction method of multipliers (ADMM) wit...

Celý popis

Uloženo v:
Podrobná bibliografie
Vydáno v:IEEE Power & Energy Society General Meeting s. 1 - 5
Hlavní autoři: Xu, Tao, Liang, Lemeng, Liu, Zuozheng, Wang, Rujing, Guo, Lingxu
Médium: Konferenční příspěvek
Jazyk:angličtina
Vydáno: IEEE 17.07.2022
Témata:
alternating direction method of multiplier
Convex functions
Costs
distributed optimization
Microgrids
Modulation
penalty parameter modulation
Regulation
Renewable energy sources
Sensitivity
Simulation
ISSN:1944-9933
On-line přístup:Získat plný text
Tagy: Přidat tag
Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!
Popis
Shrnutí:The issue of voltage variations caused by integration of renewables has been addressed in this paper through distributed management of Microgrids (MGs). The distribution network (DN) takes the network losses and voltage quality as objectives, an alternating direction method of multipliers (ADMM) with adaptive penalty modulation has been proposed to realize distributed optimization with improved convergence. On the basis of satisfying the optimization target on the system level, the individual MG manages the controllable resources inside the MG to minimize the operating cost on the lower level. The feasibility and effectiveness of the proposed method has been demonstrated on a modified IEEE 33-bus system.
ISSN:1944-9933
DOI:10.1109/PESGM48719.2022.9917160