Optimal location and parametric settings of FACTS devices based on JAYA blended moth flame optimization for transmission loss minimization in power systems

被引:33
作者
Dash, Stita Pragnya [1 ]
Subhashini, K. R. [1 ]
Satapathy, J. K. [1 ]
机构
[1] Natl Inst Technol, Rourkela, Odisha, India
来源
MICROSYSTEM TECHNOLOGIES-MICRO-AND NANOSYSTEMS-INFORMATION STORAGE AND PROCESSING SYSTEMS | 2020年 / 26卷 / 05期
关键词
GENETIC ALGORITHM; SEARCH ALGORITHM;
D O I
10.1007/s00542-019-04692-w
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper presents a novel hybrid algorithm that includes the superior properties of strong algorithms which have been developed in recent past. The study involves minimization of transmission loss in IEEE networks through the efficient placement of flexible alternating current transmission system (FACTS) devices. In this work two types of devices namely thyristor controlled series compensator (TCSC) and static VAR compensator (SVC) are used in IEEE 14 bus and IEEE 30 bus systems. The main objective of active power loss reduction is achieved through the minimization of installation cost of these devices which is considered as the fitness function for the optimization algorithms. In this paper Moth flame optimization (MFO) in its natural form as well as in hybrid form called JAYA blended MFO (JMFO) is applied for the study. The results obtained are compared with existing technique like particle swarm optimization (PSO).
引用
收藏
页码:1543 / 1552
页数:10
相关论文
共 37 条
[1]   A Modified Cuckoo Search Algorithm for Improving Voltage Profile and to Diminish Power Losses by Locating Multi-type FACTS Devices [J].
Akumalla, Siva Sankar ;
Peddakotla, Sujatha ;
Kuppa, Seetha Rama Anjaneyulu .
JOURNAL OF CONTROL AUTOMATION AND ELECTRICAL SYSTEMS, 2016, 27 (01) :93-104
[2]  
[Anonymous], 2007, WORLD
[3]  
[Anonymous], HDB RES MODERN OPTIM
[4]  
[Anonymous], 2010, P 2010 INT C POW SYS
[5]  
[Anonymous], INT J TECHNICAL PHYS
[6]   Multiobjective Optimal Location of FACTS Shunt-Series Controllers for Power System Operation Planning [J].
Ara, A. Lashkar ;
Kazemi, A. ;
Niaki, S. A. Nabavi .
IEEE TRANSACTIONS ON POWER DELIVERY, 2012, 27 (02) :481-490
[7]   Optimal location and setting of SVC and TCSC devices using non-dominated sorting particle swarm optimization [J].
Benabid, R. ;
Boudour, M. ;
Abido, M. A. .
ELECTRIC POWER SYSTEMS RESEARCH, 2009, 79 (12) :1668-1677
[8]  
Bhattacharyya B., 2012, 2012 AS PAC POW EN E, P1
[9]   Fuzzy based evolutionary algorithm for reactive power optimization with FAGS devices [J].
Bhattacharyya, Biplab ;
Gupta, Vikash Kumar .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2014, 61 :39-47
[10]  
Cai LJ, 2004, 2004 IEEE PES POWER SYSTEMS CONFERENCE & EXPOSITION, VOLS 1 - 3, P201