Study of particle swarm optimization variations applied to transmission expansion planning

Transmission network expansion planning using state-of-art nature inspired algorithms: a survey

“…The various version of PSO has been developed and applied to solve TNEP problem like adaptive PSO (Verma et al, 2009), linear programming-based PSO (Kavitha and Swarup, 2006), binary PSO (Mortaz et al, 2015), discrete PSO, (Jin et al, 2007) etc. The STNEP problem has been solved by different variations of PSO like global PSO (GPSO), local PSO (LPSO), quantum behaved PSO (QPSO) for different weights by Barreto et al (2013) and results are also compared. Further, a modified PSO is employed to solve DC model-based STNEP problem by Murugan (2012).…”

“…In this work, researcher compares the result of this strategy from PSO and GA for TNEP problem. (1995a, 1995b) approach has been used to solve TNEP da Silva et al (1999) IGA An improved GA has been designed to solve TNEP de Silva et al (2005) SGA Specialised GA has been presented to solve security constraint TNEP Correa et al (2015) GA NSGA-II crowded distance features and the Chu-Beasley GA has been used to solve security constraint TNEP Sensarma et al (2002) PSO Risk constrained TNEP has been solved by PSO Kavitha and Swarup (2006) LPSO Linear programming-based PSO is used to solve TNEP Barreto et al (2013) PSO TNEP has been solved by different variations of PSO like GPSO, LPSO, and QPSO also the results are compared Sisodia et al (2016) GA + PSO Hybrid tool of GA and PSO has been used to solve TNEP Sum-Im et al 2009, DE Multi-stage TNEP has been Rezende et al (2009) solved using DE Georgilakis (2010b) IDE Improve DE algorithm has been used to solve TNEP problem in deregulated environment Orfanos et al (2011) EDE Enhanced DE algorithm has been developed to solve TNEP Rathore et al (2013a) ABC ABC algorithm has been used to solve STNEP Rathore and Roy (2016) ABC TNEP problem with incorporating of wind power and plugin-electrical vehicles has been solved using ABC algorithm Fuchs and Gjengedal (2011) ACO TNEP problem with integration of wind power has been solved using ACO algorithm Verma et al (2010) HS Security constrained TNEP problem has been solved using HS algorithm Sharma et al (2017) FSMO TNEP problem has been solved using Fibonacci series inspired SMO algorithm Khandelwal et al (2017a) GWO TNEP problem has been solved using modified GWO algorithm Rathore et al (2013b) MOX TNEP problem has been solved using modified MOX algorithm 4 Significant works for TNEP…”