An implementation of modified scatter search algorithm to transmission expansion planning

Majid Zeinaddini MEYMAND; Masoud RASHIDINEJAD; Hamid KHORASANI

Makale detayları

An implementation of modified scatter search algorithm to transmission expansion planning

Yazarlar:

Majid Zeinaddini MEYMAND | Masoud RASHIDINEJAD | Hamid KHORASANI

Yayıncı:

TUBITAK

Dergi:

Turkish Journal of Electrical Engineering and Computer Science 2012 Vol.20 Issue Sup.1, pp.1206-1219

Belge Tipi:

Makale

Yayın Tarihi:

11/2011

Belge Dili:

Türkçe

Document ID (Org No.):

2000743676

Sıklık:

İki Aylık

eISSN:

1303-6203

pISSN:

1300-0632

Özet:

 

Transmission network expansion planning (TNEP) is one of the most important tasks in the field of power systems, especially in  deregulated power system environments.  TNEP is a nonlinear mixed  integer programming problem that can be solved via hybrid heuristic  algorithms.  This paper presents a modified scatter search algorithm  (MSSA) to reinforce the ordinary scatter search algorithm (SSA) to be  equipped for handling large scale transmission expansion planning  (TEP) problems.  The proposed methodology is based on the SSA,  incorporating some improved strategies so as to decrease the number of linear programming problems required to be solved iteratively.  In  this study, it is shown that the MSSA can handle TEP problems faster  than the ordinary SSA, as well as other implemented algorithms.  Case  studies and simulation results show the significant performance of the proposed method in comparison with some studies addressed in common literature.

 

Transmission network expansion planning (TNEP) is one of the most important tasks in the field of power systems, especially in  deregulated power system environments.  TNEP is a nonlinear mixed  integer programming problem that can be solved via hybrid heuristic  algorithms.  This paper presents a modified scatter search algorithm  (MSSA) to reinforce the ordinary scatter search algorithm (SSA) to be  equipped for handling large scale transmission expansion planning  (TEP) problems.  The proposed methodology is based on the SSA,  incorporating some improved strategies so as to decrease the number of linear programming problems required to be solved iteratively.  In  this study, it is shown that the MSSA can handle TEP problems faster  than the ordinary SSA, as well as other implemented algorithms.  Case  studies and simulation results show the significant performance of the proposed method in comparison with some studies addressed in common literature.

Makale detayları

An implementation of modified scatter search algorithm to transmission expansion planning

Yazarlar: Majid Zeinaddini MEYMAND | Masoud RASHIDINEJAD | Hamid KHORASANI

Yayıncı: TUBITAK

Dergi: Turkish Journal of Electrical Engineering and Computer Science 2012 Vol.20 Issue Sup.1, pp.1206-1219

Belge Tipi: Makale

Yayın Tarihi: 11/2011

Belge Dili: Türkçe

Document ID (Org No.): 2000743676

Sıklık: İki Aylık

eISSN: 1303-6203

pISSN: 1300-0632

Sayı

Yazarlar:

Majid Zeinaddini MEYMAND | Masoud RASHIDINEJAD | Hamid KHORASANI

Yayıncı:

TUBITAK

Dergi:

Turkish Journal of Electrical Engineering and Computer Science 2012 Vol.20 Issue Sup.1, pp.1206-1219

Belge Tipi:

Makale

Yayın Tarihi:

11/2011

Belge Dili:

Türkçe

Document ID (Org No.):

2000743676

Sıklık:

İki Aylık

eISSN:

1303-6203

pISSN:

1300-0632