Conference
A Neural Network Energy Management Controller Applied to a Hybrid Energy Storage System using Multi-Source Inverter
Abstract
In this paper, a Neural Network Energy Management Controller (NN-EMC) is designed and applied to a Hybrid Energy Storage System (HESS) using the Multi-Source Inverter (MSI). Its aim is to manage the current sharing between a Li-ion battery and an Ultracapacitor by actively controlling the operating modes of the MSI. A discharge duty cycle that biases the use of one source over another is used as the control variable. To limit the battery wear …
Authors
Ramoul J; Chemali E; Dorn-Gomba L; Emadi A
Volume
00
Pagination
pp. 2741-2747
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Publication Date
January 23, 2018
DOI
10.1109/ecce.2018.8558326
Name of conference
2018 IEEE Energy Conversion Congress and Exposition (ECCE)