ANN Based Energy Management Strategy for Electric Vehicle with Battery & Ultra-Capacitor Module

Authors

  • M Mohanraj
  • Prem Kumar S

Abstract

Multi-input converters (MICs) uses less number of components that other converters in Hybrid Energy storage systems (HESS). It is simple in control over multiple energy sources. The power levels of sources can be easily manipulated by an Energy Management Strategy (EMS). This system comprises in EMS which confines a battery/ultra capacitor, HESS that contains bidirectional Microphones to the electric vehicles (EVs).  Energy transfer is easily managed between battery and UC. The planned EMS mainly focuses on the charge of UC, its control and its life cycle of the battery with the use of an Artificial Neural Network (ANN). Therefore, it increases the life of battery as well as ultra capacitor..

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Published

2020-04-09

Issue

Section

Articles