Multiarea optimal power flow using multiobjective evolutionary algorithm


Autoria(s): Amorim, E. A.; Lima, F. G M; Romero, R.; Mantovani, J. R S
Contribuinte(s)

Universidade Estadual Paulista (UNESP)

Data(s)

27/05/2014

27/05/2014

17/12/2009

Resumo

In this work the multiarea optimal power flow (OPF) problem is decoupled into areas creating a set of regional OPF subproblems. The objective is to solve the optimal dispatch of active and reactive power for a determined area, without interfering in the neighboring areas. The regional OPF subproblems are modeled as a large-scale nonlinear constrained optimization problem, with both continuous and discrete variables. Constraints violated are handled as objective functions of the problem. In this way the original problem is converted to a multiobjective optimization problem, and a specifically-designed multiobjective evolutionary algorithm is proposed for solving the regional OPF subproblems. The proposed approach has been examined and tested on the RTS-96 and IEEE 354-bus test systems. Good quality suboptimal solutions were obtained, proving the effectiveness and robustness of the proposed approach. ©2009 IEEE.

Identificador

http://dx.doi.org/10.1109/PES.2009.5275236

2009 IEEE Power and Energy Society General Meeting, PES '09.

http://hdl.handle.net/11449/71483

10.1109/PES.2009.5275236

2-s2.0-71849103813

Idioma(s)

eng

Relação

2009 IEEE Power and Energy Society General Meeting, PES '09

Direitos

closedAccess

Palavras-Chave #Decomposition methods #Evolutionary algorithm #Multiarea optimal power flow #Multiobjective optimization #Discrete variables #Multi objective evolutionary algorithms #Multi-objective optimization problem #Nonlinear constrained optimization problems #Objective functions #Optimal dispatch #Optimal power flow problem #Optimal power flows #Sub-problems #Suboptimal solution #Test systems #Acoustic generators #Constrained optimization #Electric load flow #Evolutionary algorithms #Operations research #Potential energy #Potential energy surfaces #Power electronics
Tipo

info:eu-repo/semantics/conferencePaper