Jump and Shift Method for Multi-Objective Optimization

被引:44
作者
Chen, S. X. [1 ]
Gooi, H. B. [1 ]
机构
[1] Nanyang Technol Univ, Singapore 639798, Singapore
关键词
Jump and shift method; optimization; smart energy management system (SEMS); smart grids; UNIT COMMITMENT; SECURITY; BATTERY;
D O I
10.1109/TIE.2011.2116756
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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.
引用
收藏
页码:4538 / 4548
页数:11
相关论文
共 35 条
[1]   Evaluation and analysis of a new solid-state rechargeable microscale lithium battery [J].
Alahmad, Mahmoud A. ;
Hess, Herb L. .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2008, 55 (09) :3391-3401
[2]  
[Anonymous], 2008, 2008 IEEE POW EN SOC
[3]  
[Anonymous], 2003, AMPL: A Modeling Language for Mathematical Programming
[4]   OPTIMUM PHOTOVOLTAIC ARRAY SIZE FOR A HYBRID WIND PV SYSTEM [J].
BOROWY, BS ;
SALAMEH, ZM .
IEEE TRANSACTIONS ON ENERGY CONVERSION, 1994, 9 (03) :482-488
[5]   State-of-Charge Estimation for Lithium-Ion Batteries Using Neural Networks and EKF [J].
Charkhgard, Mohammad ;
Farrokhi, Mohammad .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2010, 57 (12) :4178-4187
[6]   On Lead-Acid-Battery Resistance and Cranking-Capability Estimation [J].
Cugnet, Mikael ;
Sabatier, Jocelyn ;
Laruelle, Stephane ;
Grugeon, Sylvie ;
Sahut, Bernard ;
Oustaloup, Alain ;
Tarascon, Jean-Marie .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2010, 57 (03) :909-917
[7]   OPTIMAL POWER FLOW SOLUTIONS [J].
DOMMEL, HW ;
TINNEY, WF .
IEEE TRANSACTIONS ON POWER APPARATUS AND SYSTEMS, 1968, PA87 (10) :1866-+
[8]   Security-constrained unit commitment with AC constraints [J].
Fu, Y ;
Shahidehpour, M ;
Li, ZY .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2005, 20 (02) :1001-1013
[9]  
Geisler K., 2009, P POW SYST C MAR, P1
[10]  
GEOFFRION AM, 1972, J OPT THEORY APPL, V10, P4