Results 61 to 70 of about 625,474 (199)

State of Charge Estimation for Lithium-Ion Batteries Using Simple Recurrent Units and Unscented Kalman Filter

open access: yesFrontiers in Energy Research, 2022
Accurate estimation of the state of charge plays a very important role in ensuring the safe and effective operation of battery lithium-ion batteries and is one of the most important state parameters.
Zhaowei Zhang   +11 more
doaj   +1 more source

Hierarchical Policy Search via Return-Weighted Density Estimation

open access: yes, 2017
Learning an optimal policy from a multi-modal reward function is a challenging problem in reinforcement learning (RL). Hierarchical RL (HRL) tackles this problem by learning a hierarchical policy, where multiple option policies are in charge of different
Osa, Takayuki, Sugiyama, Masashi
core   +1 more source

Online estimation of battery equivalent circuit model parameters and state of charge using decoupled least squares technique [PDF]

open access: yes, 2018
Battery equivalent circuit models (ECMs) are widely employed in online battery management applications. The model parameters are known to vary according to the operating conditions, such as the battery state of charge (SOC) and the ambient temperature ...
Allafi, Walid   +4 more
core   +1 more source

Visualizing Exotic Orbital Texture in the Single-Layer Mott Insulator 1T-TaSe2 [PDF]

open access: yes, 2019
Mott insulating behavior is induced by strong electron correlation and can lead to exotic states of matter such as unconventional superconductivity and quantum spin liquids.
Albertini, Oliver R.   +20 more
core   +3 more sources

Combined battery SOC/SOH estimation using a nonlinear adaptive observer

open access: yes, 2015
International audience— This work presents a modeling and estimation techniques for State of Charge and State of Health estimation for Li-ion batteries.
Bresch-Pietri, Delphine   +3 more
core   +2 more sources

Battery Charge Control by State of Health Estimation

open access: yesIndonesian Journal of Electrical Engineering and Computer Science, 2017
Battery lifetime is one of importance consideration in smart system with energy storage system, because it is shorter than others. Extended of battery lifetime can give benefit to entire system, especially to reduce cost. The lifetime is commonly estimated by State of Health (SOH). Decreasing of SOH indicates degradation of battery.
Pradita O. Hadi, Goro Fujita
openaire   +1 more source

A novel mechanical analogy based battery model for SoC estimation using a multi-cell EKF

open access: yes, 2016
The future evolution of technological systems dedicated to improve energy efficiency will strongly depend on effective and reliable Energy Storage Systems, as key components for Smart Grids, microgrids and electric mobility. Besides possible improvements
Mascioli, Fabio Massimo Frattale   +4 more
core   +1 more source

Modelling and state-of-charge estimation for ultracapacitors in electric vehicles [PDF]

open access: yes, 2016
University of Technology Sydney. Faculty of Engineering and Information Technology.In order to cope with the global challenges like fossil fuel depletion and environmental pollution, electrified vehicles (EVs) have been widely accepted as an enabling ...
Zhang, Lei
core  

Adaptive State of Charge Estimation for Li-Ion Batteries Based on an Unscented Kalman Filter with an Enhanced Battery Model

open access: yesEnergies, 2013
Accurate estimation of the state of charge (SOC) of batteries is one of the key problems in a battery management system. This paper proposes an adaptive SOC estimation method based on unscented Kalman filter algorithms for lithium (Li)-ion batteries ...
Yuanyuan Liu   +4 more
doaj   +1 more source

State of Charge Estimation of Thermal Storages for Distributed Generation Systems

open access: yesEnergy Procedia, 2014
AbstractThe aim of this work is the development of three different models to calculate the enthalpy content of a stratified water thermal storage tank from discrete temperature measurements. The difficulty related to enthalpy value evaluation comes from the discrete temperature measurement along the storage (often only 2 to 4 temperatures along the ...
CUNEO, ALESSANDRA   +3 more
openaire   +3 more sources

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