Optimal Cost Analysis of Battery Swapping Station for EV Using PSO

Abstract: Electric vehicles are the demand of the current scenario to fight with the increasing levels of pollution. Electric vehicles operate by getting power from the battery which needs to be charged after a particular duration. Battery swapping stations are used for providing the optimal power for charging these batteries. An algorithm known as Particle swarm optimization can be used to find the optimal cost of these battery swapping stations. The project presents an expository study about ParticleSwarm Optimization and thus various factors related to it. Keywords: Battery Swapping Station, Battery Charging Station, Load flow Analysis, Particle Swarm Optimization

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Two dimensional particle swarm optimization algorithm for load flow analysis

International Journal of Computational Intelligence Systems ◽

10.1080/18756891.2014.963973 ◽

2014 ◽

Vol 7 (6) ◽

pp. 1074-1082 ◽

Cited By ~ 2

Author(s):

Shabana Mehfuz ◽

Sumit Kumar

Keyword(s):

Particle Swarm Optimization ◽

Optimization Algorithm ◽

Particle Swarm Optimization Algorithm ◽

Flow Analysis ◽

Particle Swarm ◽

Load Flow ◽

Two Dimensional ◽

Swarm Optimization ◽

Load Flow Analysis

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Two-phase Particle Swarm Optimization for Load Flow Analysis

2006 IEEE International Conference on Systems, Man and Cybernetics ◽

10.1109/icsmc.2006.385213 ◽

2006 ◽

Cited By ~ 1

Author(s):

T.O. Ting ◽

K.P. Wong ◽

C.Y. Chung

Keyword(s):

Particle Swarm Optimization ◽

Phase Particle ◽

Flow Analysis ◽

Particle Swarm ◽

Load Flow ◽

Two Phase ◽

Swarm Optimization ◽

Load Flow Analysis

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Particle Swarm Optimization and Backward/Forward Sweep Load Flow Analysis for Droop-Regulated Islanded Microgrids

2019 IEEE PES Innovative Smart Grid Technologies Conference - Latin America (ISGT Latin America) ◽

10.1109/isgt-la.2019.8895287 ◽

2019 ◽

Author(s):

Rodrigo V. Silva ◽

Carolina M. Affonso

Keyword(s):

Particle Swarm Optimization ◽

Flow Analysis ◽

Particle Swarm ◽

Load Flow ◽

Swarm Optimization ◽

Load Flow Analysis

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Optimal Sizing and Location of the Charging Station for Plug-in Electric Vehicles Using the Particle Swarm Optimization Technique

2018 International Electrical Engineering Congress (iEECON) ◽

10.1109/ieecon.2018.8712336 ◽

2018 ◽

Cited By ~ 2

Author(s):

Kulsomsup Yenchamchalit ◽

Yuttana Kongjeen ◽

Krischonme Bhumkittipich ◽

Nadarajah Mithulananthan

Keyword(s):

Particle Swarm Optimization ◽

Electric Vehicles ◽

Optimization Technique ◽

Particle Swarm ◽

Swarm Optimization ◽

Optimal Sizing ◽

Charging Station ◽

Particle Swarm Optimization Technique

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Optimal Planning of Electric Vehicle Charging Stations Location Based on Hybrid Particle Swarm Optimization

Advanced Materials Research ◽

10.4028/www.scientific.net/amr.724-725.1355 ◽

2013 ◽

Vol 724-725 ◽

pp. 1355-1360 ◽

Cited By ~ 2

Author(s):

Zhe Ci Tang ◽

Chun Lin Guo ◽

Peng Xin Hou ◽

Yu Bo Fan ◽

Dong Ming Jia

Keyword(s):

Particle Swarm Optimization ◽

Electric Vehicles ◽

Particle Swarm ◽

Operating Costs ◽

Swarm Optimization ◽

Charging Station ◽

Electric Vehicle Charging ◽

Electric Car ◽

Hybrid Particle Swarm Optimization ◽

Charging Stations

In order to determine the layout of electric car charging stations, a model for optimizing charging stations location is developed after charging-demand districts are divided, the number of electric vehicles and the center of each charging district are ready. This model takes the minimization of electric vehicles charging stations total cost which includes initial fixed investment costs, operating costs and charging costs as the objective function, some related constraints which include service radius, capacity of charging station etc. are considered. Particle swarm optimization based on hybridization is proposed to solve this problem. The example verifies feasibility of this method.

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