DocumentCode :
1453508
Title :
Jump and Shift Method for Multi-Objective Optimization
Author :
Chen, S.X. ; Gooi, H.B.
Author_Institution :
Nanyang Technol. Univ., Singapore, Singapore
Volume :
58
Issue :
10
fYear :
2011
Firstpage :
4538
Lastpage :
4548
Abstract :
Smart energy management system (SEMS) is a core part of a smart grid system, which can make this system more intelligent. The final goal of SEMS is to lay a groundwork which would allow efficient management of the smart grid by minimizing the operating costs and by reducing the emission level while meeting the load demand. In this paper, a new technique called as the jump and shift method is developed to handle the multi-objective optimization in SEMS. A 14-bus microgrid (MG) and a 112-bus power system are used to verify the multi-objective optimization algorithm based on the jump and shift method. The results show that the proposed technique performs very well, and it can be used to solve the multi-objective optimization in SEMS for smart grids.
Keywords :
power system management; smart power grids; jump method; multi objective optimization; shift method; smart energy management system; smart grid system; Batteries; Generators; Optimization; Reactive power; Renewable energy resources; Smart grids; Jump and shift method; optimization; smart energy management system (SEMS); smart grids;
fLanguage :
English
Journal_Title :
Industrial Electronics, IEEE Transactions on
Publisher :
ieee
ISSN :
0278-0046
Type :
jour
DOI :
10.1109/TIE.2011.2116756
Filename :
5715866
Link To Document :
بازگشت