A review of recent advances in fractional-order sensing and filtering techniques
The present manuscript aims at raising awareness of the endless possibilities of fractional
calculus applied not only to system identification and control engineering, but also into …
calculus applied not only to system identification and control engineering, but also into …
Fractional order battery modelling methodologies for electric vehicle applications: Recent advances and perspectives
Accurate modelling of lithium ion batteries is crucial for battery management in electric
vehicles. Recent studies have revealed the fractional order nature of lithium ion batteries …
vehicles. Recent studies have revealed the fractional order nature of lithium ion batteries …
Online simultaneous identification of parameters and order of a fractional order battery model
Fractional order models have been successfully applied to estimate states and diagnose
faults for lithium ion batteries. However, their order has not been identified online, which …
faults for lithium ion batteries. However, their order has not been identified online, which …
Fractional variable-order calculus based state of charge estimation of Li-ion battery using dual fractional order Kalman filter
Z Liu, S Chen, B **g, C Yang, J Ji, Z Zhao - Journal of Energy Storage, 2022 - Elsevier
Although fractional order based models and approaches have been proposed to determine
battery key state characteristics, the inflexible order has a detrimental impact on battery …
battery key state characteristics, the inflexible order has a detrimental impact on battery …
A comparative study of modeling and parameter identification for lithium-ion batteries in energy storage systems
Accurate battery model and parameter identification are crucial for battery management.
Many modeling and parameter identification methods have recently been developed for …
Many modeling and parameter identification methods have recently been developed for …
Battery state-of-charge estimation based on a dual unscented Kalman filter and fractional variable-order model
M Cai, W Chen, X Tan - Energies, 2017 - mdpi.com
State-of-charge (SOC) estimation is essential for the safe and effective utilization of lithium-
ion batteries. As the SOC cannot be directly measured by sensors, an accurate battery …
ion batteries. As the SOC cannot be directly measured by sensors, an accurate battery …
A novel combined estimation method of online full‐parameter identification and adaptive unscented particle filter for Li‐ion batteries SOC based on fractional‐order …
L Chen, S Wang, H Jiang… - International Journal of …, 2021 - Wiley Online Library
Accurate estimation of the state of charge (SOC) of Li‐ion battery can ensure the reliability of
the storage system. A combined estimator of online full‐parameter identification and …
the storage system. A combined estimator of online full‐parameter identification and …
Extended Kalman filters for nonlinear fractional-order systems perturbed by colored noises
C Yang, Z Gao, F Liu, R Ma - ISA transactions, 2020 - Elsevier
The fractional-order extended Kalman filter (FEKF) algorithm for a nonlinear fractional-order
system perturbed by the colored noise is presented. Firstly, the first-order Taylor expansion …
system perturbed by the colored noise is presented. Firstly, the first-order Taylor expansion …
Triple estimation of fractional variable order, parameters, and state variables based on the unscented fractional order Kalman Filter
D Sierociuk, M Macias - Sensors, 2021 - mdpi.com
In this paper, a method for states, parameters, and fractional order estimation is presented.
The proposed method is an extension of the traditional dual estimation method and uses …
The proposed method is an extension of the traditional dual estimation method and uses …
A simplified fractional order modeling and parameter identification for lithium-ion batteries
Z Liu, Y Qiu, J Feng, S Chen… - Journal of …, 2022 - asmedigitalcollection.asme.org
With the widespread development of new energy, the study of power lithium-ion batteries
(LIBs) has broad prospects and great academic significance. The model and parameters are …
(LIBs) has broad prospects and great academic significance. The model and parameters are …