Optimal parameter allocation in renewable energy sources integrated fast charging ev station considering hgps algorithm
Joint Authors
Ray, Priyanka
Babu, Naladi Ram
Khushwaha, Pawan Kumar
Bhattacharjee, Chayan
Raju, D. Koteswara
Source
Journal of Engineering Research
Issue
Vol. 11, Issue 1 A (31 Mar. 2023), pp.198-211, 14 p.
Publisher
Kuwait University Academic Publication Council
Publication Date
2023-03-31
Country of Publication
Kuwait
No. of Pages
14
Main Subjects
Abstract EN
A maiden attempt has been made to propose the detailed modelling of fast charging electrical vehicle (EV)stations connected to a hybrid grid-renewable energy source (RES like solar, mini-hydro, and wind) system considering EV demand characteristics and arrival time, departure time, state of charge and battery capacity.
This helps achieve the maximum profit and reduce energy demand from the grid.
Simulations are performed with a novel meta-heuristic algorithm named by hybrid genetic with pattern search (hGPS) algorithm for the first time.
They are used for optimizing the charging station's system parameters, which maximize the net present value (NPV).
The investigations are performed by the probabilistic distribution of the EV demand based on EV behaviours and is simulated with the sequential Monte-Carlo method by considering hourly intervals.
The obtained economic considerations using hybrid genetic with pattern search (hGPS) algorithm are compared with Genetic Algorithm (GA), Pattern Search (PS) algorithm and are observed that hybrid genetic with pattern search (hGPS) maximizes the profit over others.
It is also evident that with the proposed method, the power transferred capacity limit among system network and grid reduces the impact of the grid on the system network.
American Psychological Association (APA)
Ray, Priyanka& Babu, Naladi Ram& Khushwaha, Pawan Kumar& Bhattacharjee, Chayan& Raju, D. Koteswara. 2023. Optimal parameter allocation in renewable energy sources integrated fast charging ev station considering hgps algorithm. Journal of Engineering Research،Vol. 11, no. 1 A, pp.198-211.
https://search.emarefa.net/detail/BIM-1494598
Modern Language Association (MLA)
Ray, Priyanka…[et al.]. Optimal parameter allocation in renewable energy sources integrated fast charging ev station considering hgps algorithm. Journal of Engineering Research Vol. 11, no. 1 A (Mar. 2023), pp.198-211.
https://search.emarefa.net/detail/BIM-1494598
American Medical Association (AMA)
Ray, Priyanka& Babu, Naladi Ram& Khushwaha, Pawan Kumar& Bhattacharjee, Chayan& Raju, D. Koteswara. Optimal parameter allocation in renewable energy sources integrated fast charging ev station considering hgps algorithm. Journal of Engineering Research. 2023. Vol. 11, no. 1 A, pp.198-211.
https://search.emarefa.net/detail/BIM-1494598
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 210-211
Record ID
BIM-1494598