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Cited by 219 publications
(79 citation statements)
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“…The parameter update is based on the state-space equation, where the parameter estimates θ and the parameter error covariance matrix, Σ θ , are propagated in time using Equations (8) and (9). The measurement update is then used to incorporate the additional knowledge acquired from the new measurement sample, and the parameter value is updated accordingly.…”
Section: State-space Models For Parameter Estimationmentioning
confidence: 99%
See 1 more Smart Citation
“…The parameter update is based on the state-space equation, where the parameter estimates θ and the parameter error covariance matrix, Σ θ , are propagated in time using Equations (8) and (9). The measurement update is then used to incorporate the additional knowledge acquired from the new measurement sample, and the parameter value is updated accordingly.…”
Section: State-space Models For Parameter Estimationmentioning
confidence: 99%
“…In the first group, the battery is modeled using an electrochemical model, where the model parameters are estimated online [8,9]. Inference of these parameters, especially the parameters associated with battery impedance can provide insights into the degradation of the battery pack.…”
Section: Introductionmentioning
confidence: 99%
“…Many models have been proposed, including the electrochemical model [29], electrochemical-thermal coupling model [30,31], and performance models that are often used to describe the external characteristics of the battery during operation. The equivalent circuit model consists of resistors, capacitors, voltage sources, and other circuit components to simulate the dynamic characteristics of the battery.…”
Section: Battery Equivalent Circuit Modelmentioning
confidence: 99%
“…The estimation of SOC, capacity and internal resistance ensures the safe, reliable and efficient operation of lithium-ion batteries [36]. The Simulink model of the battery is shown in Fig 7.…”
Section: System Overview and Model Descriptionmentioning
confidence: 99%