Dual Kalman Filter-Based SoC/SoH Estimator for an Ultracapacitor Module
Proc. of the 2014 IEEE Multiconference on Systems and Control (IEEE MSC 2014), pp. 1783-1788, Antibes, Francuska2014This paper presents the design of a dual adaptive Kalman-filter-based state and parameter estimator of an ultracapacitor module suitable for state-of-charge (SoC) and state-of-health (SoH) estimation purposes. A lumped-parameter resistive-capacitive (RC) electrical circuit representation has been used in the design of both estimators. In the case of state estimator a second-order disturbance model has been used for charge balancing current modeling purposes, while in the case of parameter estimator, a time series model of ultracapacitor is extended with a generalized disturbance model describing balancing current effects. The effectiveness of the dual Kalman filter-based SoC/SoH estimator has been verified by means of computer simulations and experimentally on the dedicated ultracapacitor test setup. estimation; Kalman filtering; linear systems; ultracapacitor; state-of-charge (SoC); state-of-health (SoH)Electric Energy Storage SystemsBattery and Ultracapacitor Modelling and Experimental Identification
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[1] Co-estimation of states and parameters for ultracapacitors of various aging conditions using unscented Kalman filter and recursive least squares 🔗
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[9] Online State and Parameter Estimation of Ultracapacitor Using Marginalized Kalman Filter 🔗
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[11] Model-based sensor fault diagnostics of Double-Layer Capacitors 🔗
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[14] Robust state-of-charge estimation of ultracapacitors for electric vehicles 🔗
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[15] A Comparative Study of State of Charge Estimation Methods of Ultracapacitors for Electric Vehicles Considering Temperature Characteristics 🔗
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Proc. of the 2014 IEEE Multiconference on Systems and Control (IEEE MSC 2014), pp. 1783-1788, Antibes, Francuska
2014
Cited by 15
▾
-
[1] Co-estimation of states and parameters for ultracapacitors of various aging conditions using unscented Kalman filter and recursive least squares 🔗Journal of Energy Storage, 2025
-
[2] Estimasi State of Charge (SoC) Ultrakapasitor menggunakan Extended Kalman Filter Berbasis Ladder Equivalent Circuit Model 🔗ELKOMIKA: Jurnal Teknik Energi Elektrik, Teknik Telekomunikasi, & Teknik Elektronika, 2022
-
[4] A Hierarchical State of Charge Estimation Method for Lithium-ion Batteries via XGBoost and Kalman Filter 🔗IEEE International Conference on Systems, Man and Cybernetics, 2020
-
[5] Estimation State of Charge (SOC) of Ultracapacitor Based On Classical Equivalent Circuit Using Extended Kalman Filter 🔗Asia Pacific Symposium on Intelligent and Evolutionary Systems, 2020
-
[6] State of charge estimation for lithium-ion batteries based on adaptive dual Kalman filter 🔗Applied Mathematical Modelling, 2020
-
[7] Accurate estimation of state-of-charge of supercapacitor under uncertain leakage and open circuit voltage map 🔗Journal of Power Sources, 2019
-
[8] State of Charge Estimation for Ultracapacitors based on the Fractional Calculus 🔗2019 International Conference on Computing, Power and Communication Technologies (GUCON), 2019
-
[9] Online State and Parameter Estimation of Ultracapacitor Using Marginalized Kalman Filter 🔗International Conference on Conceptual Structures, 2019
-
[10] A Novel Model-Based Estimation Scheme for Battery-Double-Layer Capacitor Hybrid Energy Storage Systems 🔗IEEE Transactions on Control Systems Technology, 2019
-
[11] Model-based sensor fault diagnostics of Double-Layer Capacitors 🔗American Control Conference, 2016
-
[12] Online state and parameter estimation of Battery-Double Layer Capacitor Hybrid Energy Storage System 🔗IEEE Conference on Decision and Control, 2015
-
[14] Robust state-of-charge estimation of ultracapacitors for electric vehicles 🔗International Conference on Industrial Informatics, 2015
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[15] A Comparative Study of State of Charge Estimation Methods of Ultracapacitors for Electric Vehicles Considering Temperature Characteristics 🔗Social Science Research Network, 2022