A Novel Bidirectional Electric-Drive-Reconstructed Onboard ANN Controlled Converter for Electric Vehicles

International Journal of Electrical and Electronics Engineering

© 2021 by SSRG - IJEEE Journal

Volume 8 Issue 7

Year of Publication : 2021

Authors : C. Krithika Kamalam, J. Rahila, G. Soundradevi

10.14445/23488379/IJEEE-V8I7P101

How to Cite?

C. Krithika Kamalam, J. Rahila, G. Soundradevi, "A Novel Bidirectional Electric-Drive-Reconstructed Onboard ANN Controlled Converter for Electric Vehicles," SSRG International Journal of Electrical and Electronics Engineering, vol. 8,  no. 7, pp. 1-4, 2021. Crossref, https://doi.org/10.14445/23488379/IJEEE-V8I7P101

Abstract:

In this work, an Electric-drive-reconstructed onboard converter (EDROC) is presented. This vehicle is implemented with the highly advanced machine learning technique, namely Artificial Neural Network (ANN) and PI controller network. This system is used the previous components presented in electric vehicles (EV), and it would not require any additional hardware. This system can be easily implemented in all office, home, and restaurant environments. This EDROC has two modes, namely charging and driving mode. The charging is set the power factor unit, and the driving mode is used to drive the motor. Even though it is highly flexible for the implementation, it is less in cost and volume than the previous EV.

Keywords:

EDROC, EV, Charging and Driving mode, ANN.

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