1-1 of 1
Keywords: gated recurrent unit
Close
Save search
Follow your search
Access your saved searches in your account
Would you like to receive an alert when new items match your search?
Close Modal
Sort by
Journal Articles

A Hybrid Method for Lithium-Ion Batteries State-of-Charge Estimation Based on Gated Recurrent Unit Neural Network and an Adaptive Unscented Kalman Filter

Shuai Xu, Fei Zhou, Yuchen Liu
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. August 2022, 19(3): 031005.
Paper No: JEECS-21-1172
https://doi.org/10.1115/1.4053361
Published Online: February 4, 2022
... (LSTM) network [ 26 , 27 ], and gated recurrent unit (GRU) network [ 28 ]. Compared with loop-type structure of NARX, LSTM is a RNN with gated structure, which uses cell memory, input gate, forget gate, and output gate to decide what to keep and what to discard. Abbas et al. [ 29 ] proved that LSTM has...
View Article titled, A Hybrid Method for Lithium-Ion Batteries State-of-Charge Estimation Based on <span class="search-highlight">Gated</span> <span class="search-highlight">Recurrent</span> <span class="search-highlight">Unit</span> Neural Network and an Adaptive Unscented Kalman Filter
Open the PDF for A Hybrid Method for Lithium-Ion Batteries State-of-Charge Estimation Based on <span class="search-highlight">Gated</span> <span class="search-highlight">Recurrent</span> <span class="search-highlight">Unit</span> Neural Network and an Adaptive Unscented Kalman Filter in another window
Topics: Artificial neural networks, Batteries, Cycles, Errors, Kalman filters, Temperature, Lithium-ion batteries, Signals, Algorithms, Testing