Review of state-of-the-art battery state estimation technologies for battery management systems of stationary energy storage systems
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Power Electronics"
DOI: 10.1007/s43236-020-00122-7
Abstract: Lithium-ion batteries have recently been in the spotlight as the main energy source for the energy storage devices used in the renewable energy industry. The main issues in the use of lithium-ion batteries are satisfaction… read more here.
Keywords: state; energy; battery state; energy storage ... See more keywords
Battery state-of-health sensitive energy management of hybrid electric vehicles: Lifetime prediction and ageing experimental validation
Sign Up to like & getrecommendations! Published in 2021 at "Applied Energy"
DOI: 10.1016/j.apenergy.2021.116440
Abstract: Abstract Achieving a satisfactory high-voltage battery lifetime while preserving fuel economy is a key challenge in the design of hybrid electric vehicles (HEVs). While several battery state-of-health (SOH) sensitive control approaches for HEVs have been… read more here.
Keywords: battery lifetime; electric vehicles; hybrid electric; battery ... See more keywords
A compact and optimized neural network approach for battery state-of-charge estimation of energy storage system
Sign Up to like & getrecommendations! Published in 2021 at "Energy"
DOI: 10.1016/j.energy.2020.119529
Abstract: Abstract Accurate estimations of battery state-of-charge (SOC) for energy storage systems are popular research topics in recent years. Numerous challenges remain in several aspects, especially in dealing with the conflict of high model accuracy and… read more here.
Keywords: energy; error; battery state; model ... See more keywords
Implementation of generative adversarial network-CLS combined with bidirectional long short-term memory for lithium-ion battery state prediction
Sign Up to like & getrecommendations! Published in 2020 at "Journal of energy storage"
DOI: 10.1016/j.est.2020.101489
Abstract: Abstract This study newly introduces a complementary cooperative algorithm considering generative adversarial network (GAN)-Conditional Latent Space (CLS) combined with bidirectional long short-term memory (BLSTM) for improved and efficient lithium-ion rechargeable battery state prediction. The GAN-CLS… read more here.
Keywords: state; state prediction; long short; battery state ... See more keywords
Optimal Scheduling and Cost-Benefit Analysis of Lithium-Ion Batteries Based on Battery State of Health
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2022.3232282
Abstract: This paper presents a novel battery degradation cost (BDC) model for lithium-ion batteries (LIBs) based on accurately estimating the battery lifetime. For this purpose, a linear cycle counting algorithm is devised to estimate the battery… read more here.
Keywords: cycle; ion batteries; battery state; lithium ion ... See more keywords
Battery State-of-Health Prediction-Based Clustering for Lifetime Optimization in IoT Networks
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2022.3200717
Abstract: The Internet of Things (IoT) represents a pervasive system that continuously demonstrates an expanded application in various domains. The energy-efficiency problem has always been a crucial issue linked to this type of network where the… read more here.
Keywords: system; network; battery state; state health ... See more keywords
Method and Measurement Setup for Battery State Determination Using Optical Effects in the Electrode Material
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2017.2782018
Abstract: In this paper, a novel measuring method for the battery state is presented to supplement the usual methods on the basis of electrical measurements and computational battery models. Measurement setup and procedure for observing the… read more here.
Keywords: battery state; method; electrode material; battery ... See more keywords
Battery State of Health Model Estimation Based on Variable Projection Algorithm Using Steffensen Acceleration Method
Sign Up to like & getrecommendations! Published in 2023 at "Journal of The Electrochemical Society"
DOI: 10.1149/1945-7111/acced5
Abstract: The variable projection based Steffensen acceleration (VP-SA) algorithm is proposed for battery state of health estimation. The VP-SA algorithm exploits the separability of variables to reduce the dimensionality of the parameters, which can improve the… read more here.
Keywords: steffensen acceleration; battery state; acceleration; state health ... See more keywords