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An Intelligent Coot Bird Optimization-based Energy Management Strategy in Hybrid Electric Vehicle

    Authors

    • Sangeetha Natarajan 1
    • Gayathri Kasinathan 2

    1 Research Scholar, Electrical Engineering, Annamalai University, Annamalai Nagar, Tamil Nadu, India

    2 Associate Professor, Electrical Engineering, Annamalai University, Annamalai Nagar, Tamil Nadu, India

,

Document Type : Research Article

10.47392/IRJASH.2024.001
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Abstract

Energy Management in Hybrid Electric Vehicles (HEV) is a cost-effective tool for improving the equipment’s energy efficiency and lowering energy costs to the consumer. Accordingly, it is important to quantify the fuel savings considering the vehicle constraints. The Vehicle power split has to be in such a way that every moment, the net power demand on a final drive is fulfilled by either the internal combustion engine alone or the electric motor alone or in combination. This dual momentum nature, the complex composition, and the operation modes in a series-parallel HEV create barriers in traditional methods. Therefore, meta-heuristic algorithm-based simulations are required to check the feasibility of the proposed design. Coot Bird Optimization (CBO) is one of the recent meta-heuristic methods acquired from the bird swarm named Coot. The coot leaders are represented by high-quality solutions and the coot members correspond to low-quality solutions. In order to get to a food source, the swarm advances towards a group of prominent leaders. This chosen technique CBO has proven to optimize the fuel depletion in each drive cycle. Henceforth, the proper energy diversification in the vehicle is substantiated by the proposed method.

Keywords

  • Hybrid Electric Vehicle
  • Fuel Economy
  • Coot Optimization
  • Energy Efficiency
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International Research Journal on Advanced Science Hub
Volume 6, Issue 01
January 2024
Page 1-5
Files
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  • PDF 366.76 K
History
  • Receive Date: 23 November 2023
  • Revise Date: 16 December 2023
  • Accept Date: 28 December 2023
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  • Article View: 231
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APA

Natarajan, S. and Kasinathan, G. (2024). An Intelligent Coot Bird Optimization-based Energy Management Strategy in Hybrid Electric Vehicle. International Research Journal on Advanced Science Hub, 6(01), 1-5. doi: 10.47392/IRJASH.2024.001

MLA

Natarajan, S. , and Kasinathan, G. . "An Intelligent Coot Bird Optimization-based Energy Management Strategy in Hybrid Electric Vehicle", International Research Journal on Advanced Science Hub, 6, 01, 2024, 1-5. doi: 10.47392/IRJASH.2024.001

HARVARD

Natarajan, S., Kasinathan, G. (2024). 'An Intelligent Coot Bird Optimization-based Energy Management Strategy in Hybrid Electric Vehicle', International Research Journal on Advanced Science Hub, 6(01), pp. 1-5. doi: 10.47392/IRJASH.2024.001

CHICAGO

S. Natarajan and G. Kasinathan, "An Intelligent Coot Bird Optimization-based Energy Management Strategy in Hybrid Electric Vehicle," International Research Journal on Advanced Science Hub, 6 01 (2024): 1-5, doi: 10.47392/IRJASH.2024.001

VANCOUVER

Natarajan, S., Kasinathan, G. An Intelligent Coot Bird Optimization-based Energy Management Strategy in Hybrid Electric Vehicle. International Research Journal on Advanced Science Hub, 2024; 6(01): 1-5. doi: 10.47392/IRJASH.2024.001

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