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- W3173233410 abstract "A new equivalent circuit model (ECM) is proposed, with a model structure which can be optimally determined and adjusted online by an adaptive method. This ECM uses an autoregressive model to replace the resistor-capacitance circuit in a traditional ECM to achieve continuity of the number of parameters to be identified. Compared to the traditional ECM, the new model can have better quality, which means the model is correctly specified and not being overfitted, and it can also have the optimal balance between model computational complexity and accuracy of the model. Based on the above variable structure ECM, we further present the process of designing the sliding mode observer for the state of charge of a lithium-ion battery and the process of proving the observability and stability. The verification shows that the variable structure adaptive ECM proposed here has better model quality than traditional ECM, whether in a noise-free environment or in a noisy environment." @default.
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- W3173233410 date "2021-07-01" @default.
- W3173233410 modified "2023-09-27" @default.
- W3173233410 title "State of Charge Estimation of Battery Based on a New Equivalent Model" @default.
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- W3173233410 doi "https://doi.org/10.1149/1945-7111/ac0f88" @default.
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