Abstract:
In this paper, we propose an internal impedance estimation for lithium-ion battery using LSTM neural network method. Compare to the conventional RLS method, the LSTM perf...Show MoreMetadata
Abstract:
In this paper, we propose an internal impedance estimation for lithium-ion battery using LSTM neural network method. Compare to the conventional RLS method, the LSTM performs stable estimation with less variance.
Published in: 2020 IEEE REGION 10 CONFERENCE (TENCON)
Date of Conference: 16-19 November 2020
Date Added to IEEE Xplore: 22 December 2020
ISBN Information:
Contents 