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Application of shuffled bat algorithm for optimal sizing and location of thyristor controlled series compensator


Affiliations
1 Department of EEE, Kamala Institute of Technology & Science, Singapur, Karimnagar, India
2 Department of EEE, JNTUH College of Engineering, Hyderabad, India
     

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This paper presents an algorithm for optimal placement and size of the series FACTS device considering branch loading, voltage profile improvement and loss minimization as multi objectives. FACTS device studies and for every combination indices branch loading, voltage profiles are studied. To optimize the objective function new optimization technique called shuffled bat algorithm is proposed. The work is tested on IEEE-30 bus system with different % of loading such as 90,100 and 110% of base load condition. With shuffled bat algorithm, the voltage profile of the system and branch loading with different loading conditions are presented. The performance of the proposed algorithm is compared with conventional sensitivity based optimization method and presented for illustration purpose.

Keywords

Flexible AC Transmission Systems (FACTS), Thyristor Controlled Series Compensator (TCSC), BAT Algorithm (BAT), Shuffled Frog Leap Algorithm (SFLA)
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  • Application of shuffled bat algorithm for optimal sizing and location of thyristor controlled series compensator

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Authors

D. Venugopal
Department of EEE, Kamala Institute of Technology & Science, Singapur, Karimnagar, India
A. Jaya Laxmi
Department of EEE, JNTUH College of Engineering, Hyderabad, India

Abstract


This paper presents an algorithm for optimal placement and size of the series FACTS device considering branch loading, voltage profile improvement and loss minimization as multi objectives. FACTS device studies and for every combination indices branch loading, voltage profiles are studied. To optimize the objective function new optimization technique called shuffled bat algorithm is proposed. The work is tested on IEEE-30 bus system with different % of loading such as 90,100 and 110% of base load condition. With shuffled bat algorithm, the voltage profile of the system and branch loading with different loading conditions are presented. The performance of the proposed algorithm is compared with conventional sensitivity based optimization method and presented for illustration purpose.

Keywords


Flexible AC Transmission Systems (FACTS), Thyristor Controlled Series Compensator (TCSC), BAT Algorithm (BAT), Shuffled Frog Leap Algorithm (SFLA)



DOI: https://doi.org/10.33686/prj.v13i3.189214