Symbiotic organisms search algorithm based solution to optimize both real power loss and voltage stability limit of an electrical energy system

2016 ◽  
Vol 4 (4) ◽  
pp. 255-274 ◽  
Author(s):  
Balachennaiah Pagidi ◽  
Suryakalavathi Munagala ◽  
Nagendra Palukuru
Keyword(s):  
Power Loss ◽  
Voltage Stability ◽  
Search Algorithm ◽  
Stability Limit ◽  
Electrical Energy ◽  
Energy System ◽  
Symbiotic Organisms Search ◽  
Real Power ◽  
Symbiotic Organisms

scholarly journals Symbiotic Organisms Search Algorithm Based Solution for Real Power Loss Minimization using OUPFC Device

2020 ◽  
Vol 8 (5) ◽  
pp. 4558-4562
Keyword(s):  
New England ◽  
Power Loss ◽  
Search Algorithm ◽  
Test System ◽  
Transmission Network ◽  
Loss Minimization ◽  
Symbiotic Organisms Search ◽  
Real Power ◽  
Simulated Test ◽  
Symbiotic Organisms

This work employs, SOS algorithm known as meta-heuristic algorithm is employed to deprecate real power loss in the transmission network. Considering RPL deprecation as objective problem, it is solved by sequentially optimizing the OUPFC location and its variables, optimized taps being unchanged. The proposed algorithm under simulated test condition on New England 39 bus test system yields the confirmation of its efficiency, superiority over the results of the FA, as available in the literature.

scholarly journals Application of Firefly Algorithm in Voltage Stability Environment Incorporating Circuit Element Model of SSSC with Variable Susceptance Model of SVC

2014 ◽  
Vol 2014 ◽  
pp. 1-11 ◽  
Author(s):  
Luke Jebaraj ◽  
Charles Christober Asir Rajan ◽  
Kumar Sriram
Keyword(s):  
Power Loss ◽  
Voltage Stability ◽  
Firefly Algorithm ◽  
Stability Limit ◽  
Operating Conditions ◽  
Voltage Profile ◽  
Loss Minimization ◽  
Circuit Element ◽  
Real Power ◽  
Power Loss Minimization

This paper proposes an application of firefly algorithm (FA) based extended voltage stability margin and minimization of active (or) real power loss incorporating Series-Shunt flexible AC transmission system (FACTS) controller named as static synchronous series compensator (SSSC) combined with static var compensator (SVC). A circuit model of SSSC and variable susceptance model of SVC are utilized to control the line power flows and bus voltage magnitudes, respectively, for real power loss minimization and voltage stability limit improvement. The line quality proximity index (LQP) is used to assess the voltage stability of a power system. The values of voltage profile improvement, real power loss minimization, and the location and size of FACTS devices were optimized by FA. The results are obtained from the IEEE 14- and 30-bus test case systems under different operating conditions and compared with other leading evolutionary techniques such as shuffled frog leaping algorithm (SFLA), differential evolution (DE) and particle swarm optimization (PSO).

Enhanced Symbiotic Organisms Search and Hydrological Cycle Algorithms for Real Power Loss Diminution and Voltage Stability Enhancement

2022 ◽  
pp. 175-206
Author(s):  
Lenin Kanagasabai
Keyword(s):  
Power Loss ◽  
Reactive Power ◽  
Hydrological Cycle ◽  
Search Algorithm ◽  
Symbiotic Organisms Search ◽  
Roulette Wheel Selection ◽  
Voltage Stability Enhancement ◽  
Water Drops ◽  
Stability Enhancement ◽  
Symbiotic Organisms

In this chapter, enhanced symbiotic organisms search (ESOS) algorithm and hydrological cycle (HC) algorithm are projected to solve factual power loss lessening problem. Symbiotic search algorithm is based on the actions between two different organisms in the ecosystem: mutualism, commensalism, and parasitism. Exploration procedure has been initiated arbitrarily, and each organism indicates a solution with fitness value. Quasi-oppositional-based learning and chaotic local search have been applied to augment the performance of the algorithm. In this work, hydrological cycle (HC) algorithm has been utilized to solve the optimal reactive power problem. It imitates the circulation of water form land to sky and vice versa. Only definite number of water droplets is chosen for evaporation, and it is done through roulette-wheel selection method. In the condensation stage, water drops move closer, combine, and also collusion occurs as the temperature decreases.

scholarly journals True power loss reduction by augmented mine blast algorithm

2020 ◽  
Vol 9 (2) ◽  
pp. 83
Author(s):  
Kanagasabai Lenin
Keyword(s):  
Power Loss ◽  
Voltage Stability ◽  
Search Algorithm ◽  
Harmony Search ◽  
Stability Index ◽  
Harmony Search Algorithm ◽  
Real Power ◽  
Voltage Stability Index ◽  
Mine Blast Algorithm ◽  
Power Loss Reduction

In this paper, Mine Blast Algorithm (MBA) has been intermingled with Harmony Search (HS) algorithm for solving optimal reactive power dispatch problem. MBA is based on explosion of landmines and HS is based on Creativeness progression of musicians – both are hybridized to solve the problem.  In MBA Initial distance of shrapnel pieces are reduced gradually to allow the mine bombs search the probable global minimum location in order to amplify the global explore capability. Harmony search (HS) imitates the music creativity process where the musicians supervise their instruments’ pitch by searching for a best state of harmony. Hybridization of Mine Blast Algorithm with Harmony Search algorithm (MH) improves the search effectively in the solution space. Mine blast algorithm improves the exploration and harmony search algorithm augments the exploitation. At first the proposed algorithm starts with exploration & gradually it moves to the phase of exploitation. Proposed Hybridized Mine Blast Algorithm with Harmony Search algorithm (MH) has been tested on standard IEEE 14, 300 bus test systems. Real power loss has been reduced considerably by the proposed algorithm. Then Hybridized Mine Blast Algorithm with Harmony Search algorithm (MH) tested in IEEE 30, bus system (with considering voltage stability index)- real power loss minimization, voltage deviation minimization, and voltage stability index enhancement has been attained.

Sign in / Sign up

Export Citation Format

Share Document