A fuzzy-genetic algorithm based approach for controlling unscheduled flows using SC and PST

Gulcihan O. Dag; Mustafa Bagriyanik

doi:10.1109/NAPS.2011.6025105

A fuzzy-genetic algorithm based approach for controlling unscheduled flows using SC and PST

Gulcihan O. Dag^*, Mustafa Bagriyanik

^*Corresponding author for this work

Department of Electrical Engineering

Istanbul Technical University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

4 Citations (Scopus)

Abstract

In de-regulated power systems the power flow control problem gains importance when an interconnected power transmission system is operated at or close to its power-carrying limits. Thus, the minimization of unscheduled power flows need to be succeeded efficiently and fast. In this paper, the effects of the devices both series capacitors (SC) and phase shifting transformers (PST) on the minimization of unscheduled power flows are presented. The problem is formulated as a multi-objective optimization problem in fuzzy environment. The constraints and objectives are defined using fuzzy membership functions. A finalized problem after fuzzy decision is solved using genetic algorithm. The method is applied to the IEEE 30 bus test system, and the results are presented.

Original language	English
Title of host publication	NAPS 2011 - 43rd North American Power Symposium
DOIs	https://doi.org/10.1109/NAPS.2011.6025105
Publication status	Published - 2011
Event	43rd North American Power Symposium, NAPS 2011 - Boston, MA, United States Duration: 4 Aug 2001 → 6 Aug 2011

Publication series

Name	NAPS 2011 - 43rd North American Power Symposium

Conference

Conference	43rd North American Power Symposium, NAPS 2011
Country/Territory	United States
City	Boston, MA
Period	4/08/01 → 6/08/11

Access to Document

10.1109/NAPS.2011.6025105

Cite this

@inproceedings{a551da05289b47d29e4fcee597306003,

title = "A fuzzy-genetic algorithm based approach for controlling unscheduled flows using SC and PST",

abstract = "In de-regulated power systems the power flow control problem gains importance when an interconnected power transmission system is operated at or close to its power-carrying limits. Thus, the minimization of unscheduled power flows need to be succeeded efficiently and fast. In this paper, the effects of the devices both series capacitors (SC) and phase shifting transformers (PST) on the minimization of unscheduled power flows are presented. The problem is formulated as a multi-objective optimization problem in fuzzy environment. The constraints and objectives are defined using fuzzy membership functions. A finalized problem after fuzzy decision is solved using genetic algorithm. The method is applied to the IEEE 30 bus test system, and the results are presented.",

author = "Dag, {Gulcihan O.} and Mustafa Bagriyanik",

year = "2011",

doi = "10.1109/NAPS.2011.6025105",

language = "English",

isbn = "9781457704192",

series = "NAPS 2011 - 43rd North American Power Symposium",

booktitle = "NAPS 2011 - 43rd North American Power Symposium",

note = "43rd North American Power Symposium, NAPS 2011 ; Conference date: 04-08-2001 Through 06-08-2011",

}

TY - GEN

T1 - A fuzzy-genetic algorithm based approach for controlling unscheduled flows using SC and PST

AU - Dag, Gulcihan O.

AU - Bagriyanik, Mustafa

PY - 2011

Y1 - 2011

N2 - In de-regulated power systems the power flow control problem gains importance when an interconnected power transmission system is operated at or close to its power-carrying limits. Thus, the minimization of unscheduled power flows need to be succeeded efficiently and fast. In this paper, the effects of the devices both series capacitors (SC) and phase shifting transformers (PST) on the minimization of unscheduled power flows are presented. The problem is formulated as a multi-objective optimization problem in fuzzy environment. The constraints and objectives are defined using fuzzy membership functions. A finalized problem after fuzzy decision is solved using genetic algorithm. The method is applied to the IEEE 30 bus test system, and the results are presented.

AB - In de-regulated power systems the power flow control problem gains importance when an interconnected power transmission system is operated at or close to its power-carrying limits. Thus, the minimization of unscheduled power flows need to be succeeded efficiently and fast. In this paper, the effects of the devices both series capacitors (SC) and phase shifting transformers (PST) on the minimization of unscheduled power flows are presented. The problem is formulated as a multi-objective optimization problem in fuzzy environment. The constraints and objectives are defined using fuzzy membership functions. A finalized problem after fuzzy decision is solved using genetic algorithm. The method is applied to the IEEE 30 bus test system, and the results are presented.

UR - http://www.scopus.com/inward/record.url?scp=80053620538&partnerID=8YFLogxK

U2 - 10.1109/NAPS.2011.6025105

DO - 10.1109/NAPS.2011.6025105

M3 - Conference contribution

AN - SCOPUS:80053620538

SN - 9781457704192

T3 - NAPS 2011 - 43rd North American Power Symposium

BT - NAPS 2011 - 43rd North American Power Symposium

T2 - 43rd North American Power Symposium, NAPS 2011

Y2 - 4 August 2001 through 6 August 2011

ER -

A fuzzy-genetic algorithm based approach for controlling unscheduled flows using SC and PST

Abstract

Publication series

Conference

Access to Document

Other files and links

Fingerprint

Cite this