Optimal Utilization of Power in a Grid-interfaced Hybrid Renewable Energy-powered Electric Vehicle Charging Station with an ATLA-based Controller

Optimal Utilization of Power in a Grid-interfaced Hybrid Renewable Energy-powered Electric Vehicle Charging Station with an ATLA-based Controller

  IJETT-book-cover           
  
© 2023 by IJETT Journal
Volume-71 Issue-6
Year of Publication : 2023
Author : Vechalapu Kamaraju, Chintapalli V V S Bhaskara Reddy
DOI : 10.14445/22315381/IJETT-V71I6P237

How to Cite?

Vechalapu Kamaraju, Chintapalli V V S Bhaskara Reddy, "Optimal Utilization of Power in a Grid-interfaced Hybrid Renewable Energy-powered Electric Vehicle Charging Station with an ATLA-based Controller," International Journal of Engineering Trends and Technology, vol. 71, no. 6, pp. 375-387, 2023. Crossref, https://doi.org/10.14445/22315381/IJETT-V71I6P237

Abstract
Developing a reliable power system model will enable the most efficient use of power in a grid-linked hybrid renewable energy-powered electric vehicle charging station (EVCS). The proposed EVCS model is made by putting together solar PV modules, wind turbines, a series capacitor buck converter (SCBC), a maximum power point tracker (MPPT), a utility grid, a robust controller, and an advanced control architecture. A potential controller is developed using the Artificial Transgender Longicorn Algorithm (ATLA) to enhance the charging station's efficiency by providing optimal switching to the converter. The proposed controller creates a precise and accurate control signal database for the offline mode, which is the transmission of energy from a source to a load. The proposed model is examined under different cases in MATLAB and Simulink, and the performance of EVCS is compared to that of other methods already in place.

Keywords
Electric vehicle charging station, Solar energy, Wind energy, Microgrid, Integrated converter.

References
[1] Transport Uses 25 Percent of World Energy, the Maritime Executive, 2015. [Online]. Available: https://www.maritime-executive.com/article/transport-uses-25-percent-of-world-energy
[2] US EPA. Climate Change Indicators: Greenhouse Gases. [Online]. Available: https://www.epa.gov/climate-indicators/greenhouse-gases
[3] NASA. Weather Forecasting to Climate Change, NASA's AIRS Builds A Legacy, 2022. [Online]. Available: https:// climate. nasa.gov/news/3173/from-weather-forecasting-to-climate-change-nasas-airs-builds-a-legacy/
[4] Lorenz Moosmann et al., The COP26 Climate Change Conference: Status of Climate Negotiations and Issues at Stake. [Online]. Available: https://www.europarl.europa.eu
[5] 26th Conference of Parties (Cop26), Climate Change India’s New Climate Targets: Bold, Ambitious and A Challenge for the World, 2021. [Online]. Available: https://www.downtoearth.org.in
[6] Kejun Qian, Chengke Zhou, and Yue Yuan, “Impacts of High Penetration Level of Fully Electric Vehicles Charging Loads on the Thermal Ageing of Power Transformers,” International Journal of Electrical Power & Energy Systems, vol. 65, pp. 102–112, 2015.
[CrossRef] [Google Scholar] [Publisher Link]
[7] Yonghua Song, Xia Yang, and Zongxiang Lu, “Integration of Plug-In Hybrid and Electric Vehicles: Experience from China,” In IEEE PES General Meeting, pp. 1-6, 2010.
[CrossRef] [Google Scholar] [Publisher Link]
[8] [Online]. Available: https://economictimes.indiatimes.com/industry/auto/auto-news/global-electric-vehicle-sales-up-109-in-2021-tesla-leads-with-14-share/articleshow/89590350.cms
[9] Qiyun Dang, “Electric Vehicle (EV) Charging Management and Relieve Impacts in Grids,” In Proceedings of the 9th IEEE International Symposium on Power Electronics for Distributed Generation Systems (PEDG), pp. 1-5, 2018.
[CrossRef] [Google Scholar] [Publisher Link]
[10] Qiuming Gong et al., “PEV Charging Control Considering Transformer Life and Experimental Validation of a 25 Kva Distribution Transformer,” IEEE Transactions on Smart Grid, vol. 6, no. 2, pp. 648–656, 2015.
[CrossRef] [Google Scholar] [Publisher Link]
[11] Gaizka Saldaña et al., “Electric Vehicle Into the Grid: Charging Methodologies Aimed at Providing Ancillary Services Considering Battery Degradation,” Energies, vol. 12, no. 12, 2019.
[CrossRef] [Google Scholar] [Publisher Link]
[12] Giri Rajanbabu Venkatakrishnan, Ramasubbu Rengaraj, and Nattamai Balasubramanian Prakash, "Optimally Manage the Energy Between Electric Vehicle Charging Stations and Electricity Distribution System: A Hybrid Technique," International Journal of Numerical Modelling: Electronic Networks, Devices and Fields, vol. 35, no. 1, pp. 1-23, 2022.
[CrossRef] [Google Scholar] [Publisher Link]
[13] Yannam Ravi Sankar, and K. Chandra Sekhar, "Hybrid Energy System for Smart DC Microgrid Using Optimized PI-Based CUK Integrated Boost DC-DC Converter," SSRG International Journal of Electrical and Electronics Engineering, vol. 10, no. 1, pp. 1-14, 2023.
[CrossRef] [Publisher Link]
[14] M F Zia, Elhoussin Elbouchikhi, and M. E. H. Benbouzid. "An Energy Management System for Hybrid Energy Sources-Based Stand-Alone Marine Microgrid," IOP Conference Series: Earth and Environmental Science, vol. 322, no. 1, 2019.
[CrossRef] [Google Scholar] [Publisher Link]
[15] H B Tambunan, P A A Pramana, and B S Munir, "Intermittent Renewable Energy Source (IRES) Model of Solar Energy in Cipayung Microgrid System," Journal of Physics: Conference Series. vol. 1402, no. 3, 2019.
[CrossRef] [Google Scholar] [Publisher Link]
[16] Sina Ibne Ahmed, Hossein Salehfar, and Daisy Flora Selveraj, "Grid Integration of PV Based Electric Vehicle Charging Stations: A Brief Review," In 2022 North American Power Symposium (NAPS), pp. 1-6, 2022.
[CrossRef] [Google Scholar] [Publisher Link]
[17] Alex Caines et al., "The Grid Independence of an Electric Vehicle Charging Station With Solar and Storage," Electronics, vol. 10, no. 23, pp. 1-20, 2021.
[CrossRef] [Google Scholar] [Publisher Link]
[18] Gowthamraj Rajendran et al., “PSO-Based PI Controller for Voltage-Oriented Controller-Based Vienna Rectifier for Electric Vehicle Charging Stations,” In 2021 IEEE 19th Student Conference on Research and Development (Scored), pp. 356-361, 2021.
[CrossRef] [Google Scholar] [Publisher Link]
[19] G. Madhuri et al., "Fast Charging Electric Vehicle Using Fuzzy Logic Controller," International Journal of Engineering Research & Technology, vol. 9, no. 5, 2020.
[CrossRef] [Google Scholar] [Publisher Link]
[20] Musadg Zakaria, S. Anusha, and M. Sirisha, "A Multi-Mode Operating Tri Port Based Electric Vehicle Charging Station," SSRG International Journal of Electrical and Electronics Engineering, vol. 8, no. 8, pp. 9-15, 2021.
[CrossRef] [Publisher Link]
[21] Kisu Kim et al., “A Modified Series-Capacitor High Conversion Ratio DC–DC Converter Eliminating Start-Up Voltage Stress Problem,” IEEE Transactions on Power Electronics, vol. 33, no. 1, pp. 8–12, 2018.
[CrossRef] [Google Scholar] [Publisher Link]
[22] J. Mahdavi, A. Emadi, and H.A. Toliyat, “Application of State Space Averaging Method to Sliding Mode Control of PWM DC/DC Converters,” In IAS'97, Conference Record of the 1997 IEEE Industry Applications Conference Thirty-Second IAS Annual Meeting, vol. 2, pp. 820-827, 1997.
[CrossRef] [Google Scholar] [Publisher Link]
[23] Ameer A Kareim, and Muhamad Bin Mansor, "Efficiency Improvement of the Maximum Power Point Tracking (MPPT) for PV Systems Using Support Vector Machine Technique," IOP Conference Series: Earth and Environmental Science. vol. 16, no. 1, 2013.
[CrossRef] [Google Scholar] [Publisher Link]
[24] Xiaokuang Han et al., “ATLA: A Novel Metaheuristic Optimization Algorithm Inspired By the Mating Search Behavior of Longicorn Beetles in the Nature,” In IOP Conference Series: Materials Science and Engineering, vol. 782, no. 5, 2020.
[CrossRef] [Google Scholar] [Publisher Link]
[25] P. Sobha Rani et al., "Adaptive Grasshopper Optimization Algorithm for Multi-Objective Dynamic Optimal Power Flow in Renewable Energy Integrated Microgrid," International Journal of Intelligent Engineering & Systems, vol. 15, no. 3, pp. 242-252, 2022.
[Google Scholar] [Publisher Link]
[26] I D Sara, and R Faulianur, "Grey Wolf Optimization for Track Maximum Power of Photovoltaic System in Multiple Peak Power Characteristics," IOP Conference Series: Materials Science and Engineering, vol. 523, no. 1, 2019.
[CrossRef] [Google Scholar] [Publisher Link]
[27] S.Surya, and S.Sivakumar, "A Novel Single-Phase Bidirectional Electric-Drive-Reconstructed Onboard Fuzzy Controlled Converter for Electric Vehicles," SSRG International Journal of Electronics and Communication Engineering, vol. 8, no. 4, pp. 1-4, 2021.
[CrossRef] [Publisher Link]
[28] Nihad Abdulkhudhur Jasim, and Majli Nema Hawas, "Modelling and Simulation of Microgrid Power System Including a Hybrid Energy Storage System," IOP Conference Series: Materials Science and Engineering. vol. 1105, no. 1, 2021.
[CrossRef] [Google Scholar] [Publisher Link]
[29] P Jyothi et al., "Renewable Energy Powered DC Charging System for Electric Vehicle," Journal of Physics: Conference Series, 2020.
[CrossRef] [Google Scholar] [Publisher Link]