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Artificial Neural Network-Based Battery Energy Storage System for Electrical Vehicle

Authors :
Neha kumari
Vani Bhargava
Source :
Lecture Notes in Electrical Engineering ISBN: 9789811503122
Publication Year :
2019
Publisher :
Springer Singapore, 2019.

Abstract

In this review paper, we studied and implementing techniques of HESS for EV. It is very important to perform EV. This is well performed in matlab simulation on EV For HESS consists Li-ion batteries, sup-cap, to charging and discharging the EV. Main controlling system is designed using ANN to performing to get their result by using PI controller. It reduces the calculation complexity of system by reducing the values of proportional constant and integral constant calculations. The neural network promotes self-learning of system and reduces fluctuation if any. An innovation for down to energy is the capacity to store any energy for short time and recover the energy.

Details

Database :
OpenAIRE
Journal :
Lecture Notes in Electrical Engineering ISBN: 9789811503122
Accession number :
edsair.doi...........98d8ca1bd6c2fd9269cfc9f0362b3372
Full Text :
https://doi.org/10.1007/978-981-15-0313-9_14