A review of recent advances in fractional-order sensing and filtering techniques

CI Muresan, IR Birs, EH Dulf, D Copot, L Miclea - Sensors, 2021 - mdpi.com
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 …

Fractional order battery modelling methodologies for electric vehicle applications: Recent advances and perspectives

JP Tian, R **ong, WX Shen, FC Sun - Science China Technological …, 2020 - Springer
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 …

Online simultaneous identification of parameters and order of a fractional order battery model

J Tian, R **ong, W Shen, J Wang, R Yang - Journal of Cleaner Production, 2020 - Elsevier
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 …

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 …

A comparative study of modeling and parameter identification for lithium-ion batteries in energy storage systems

Y Fan, Z Zhang, G Yang, T Pan, J Tian, M Li, X Liu… - Measurement, 2024 - Elsevier
Accurate battery model and parameter identification are crucial for battery management.
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 …

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 …

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 …

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 …

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 …