AN AI BASED SCHEDULING ALGORITHM FOR EV CHARGING

Registration ID: IJNRD_221681

Published ID: IJNRD2405440

DOI: Click Here to Get

M. Vasuki , Dr. T. Amalraj Victoire , D.Kishore

Greedy algorithm , Electric vehicle (EV) charging, Time scheduling, Optimization, Peak demand reduction ,Cost minimization, Real-time scheduling, Computational resources, Battery levels, Predictive demand, Electricity prices, Implementation, Experimental results, Strengths ,Limitations, Future directions

This paper investigates the application of the Greedy algorithm in electric vehicle (EV) charging time scheduling. The Greedy algorithm is a simple and intuitive approach that makes locally optimal decisions at each step without considering the global optimum. In the context of EV charging, it iteratively assigns charging time slots to vehicles based on immediate criteria such as current battery levels, predicted future demand, and electricity prices. This paper reviews the principles of the Greedy algorithm and explores its implementation in EV charging infrastructure. Experimental results demonstrate the effectiveness of the Greedy algorithm in optimizing charging schedules, reducing peak demand, and minimizing costs. Despite its simplicity, the Greedy algorithm offers practical solutions for real-time or near-real-time scheduling with limited computational resources. The paper concludes with discussions on the strengths, limitations, and future directions of the Greedy algorithm in EV charging time scheduling.

Published Paper   E-Certificate

M. Vasuki, Dr. T. Amalraj Victoire, & D.Kishore (May-2024). AN AI BASED SCHEDULING ALGORITHM FOR EV CHARGING . INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT, 9(5), e329-e337. https://ijnrd.org/papers/IJNRD2405440.pdf

Volume 9 Issue 5, May-2024

Pages : e329-e337

Paper Reg. ID: IJNRD_221681

Published Paper Id: IJNRD2405440

Downloads: 000121981

Research Area: Computer Science & Technology 

Country: villupuram, Tamil Nadu, India

Published Paper PDF: https://ijnrd.org/papers/IJNRD2405440.pdf

Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2405440

Journal Name: INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT(IJNRD)

ISSN: 2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar | ESTD YEAR: 2016

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