An Adaptive Optimization Algorithm in LSTM for SOC Estimation Based on Improved Borges Derivative
Author:
Affiliation:
1. School of Mathematics and Statistics, Liaoning University, Shenyang, China
2. School of Mathematics and Statistics and the College of Light Industry, Liaoning University, Shenyang, China
Funder
Scientific Research Fund of Liaoning Provincial Education Department
Natural Science Foundation of Liaoning Province, China
Shenyang Young and Middle-Aged Scientific and Technological Innovation Talents Support Program
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Electrical and Electronic Engineering,Computer Science Applications,Information Systems,Control and Systems Engineering
Link
http://xplorestaging.ieee.org/ielx7/9424/10411967/10143761.pdf?arnumber=10143761
Reference24 articles.
1. Battery State of Health Estimation Based on Incremental Capacity Analysis Method: Synthesizing from Cell-Level Test to Real-World Application
2. Ensemble Method With Heterogeneous Models for Battery State-of-Health Estimation
3. A Data-Driven Method for Battery Charging Capacity Abnormality Diagnosis in Electric Vehicle Applications
4. Co-Estimation of State of Charge and State of Health for Lithium-Ion Batteries Based on Fractional-Order Calculus
5. Rapid Open-Circuit Voltage Measurement Method for Lithium-Ion Batteries Using One-Cycle Bipolar-Current Pulse
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