Model-based real-time thermal fault diagnosis of Lithium-ion batteries
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Additional excerpts
...For the quantitative analysis of faults, certain parameters of the battery model are regarded as fault features, such as the ISC equivalent resistance [129] and the thermal model parameters [63], [130] related to convective cooling resistance faults, internal thermal resistance faults, and TR faults....
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198 citations
156 citations
128 citations
Cites background from "Model-based real-time thermal fault..."
...Fault diagnosis can enhance battery safety from the perspective of battery management and has attracted a lot of attention [4]–[6]....
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References
2,188 citations
"Model-based real-time thermal fault..." refers methods in this paper
...An observer-based approach for model-based diagnosis is adopted here (Gertler, 1998)....
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1,825 citations
"Model-based real-time thermal fault..." refers background in this paper
...There are many reported instances of thermal runaway in Li-ion batteries leading to fires, for example, in Wang et al. (2012)....
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...There are many reported instances of thermal runaway in Li-ion batteries leading to fires, for example, in Wang et al. (2012). Temperature imbalances among multiple cells in a battery pack could also greatly influence the aging behaviour of the battery, as reported in Bandhauer, Garimella, and Fuller (2011)....
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...There are many reported instances of thermal runaway in Li-ion batteries leading to fires, for example, in Wang et al. (2012). Temperature imbalances among multiple cells in a battery pack could also greatly influence the aging behaviour of the battery, as reported in Bandhauer, Garimella, and Fuller (2011). Therefore, thermal management strategies are essential to mitigate these effects and avoid catastrophic failures of the battery....
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1,458 citations
"Model-based real-time thermal fault..." refers background in this paper
...Temperature imbalances among multiple cells in a battery pack could also greatly influence the aging behaviour of the battery, as reported in Bandhauer, Garimella, and Fuller (2011)....
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...Parametric uncertainties: The main parametric uncertainty arises from battery aging (Bandhauer et al., 2011)....
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...…uncertainties that affect the performance of the proposed diagnostic scheme as mentioned below: Modelling uncertainties: The main source of modelling uncertainty arises from the heat generation model, which does not include the effect of different electrochemical reactions (Bandhauer et al., 2011)....
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...Sources of uncertainties: Note that, in practice there are several sources of uncertainties that affect the performance of the proposed diagnostic scheme as mentioned below: Modelling uncertainties: The main source of modelling uncertainty arises from the heat generation model, which does not include the effect of different electrochemical reactions (Bandhauer et al., 2011)....
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1,260 citations
"Model-based real-time thermal fault..." refers background in this paper
...…and Pisu (2015b); Klein et al. (2013); Moura, Chaturvedi, and Krstic (2012) and, 2) equivalent circuit model-based approaches: He, Xiong, Zhang, Sun, and Fan (2011), Charkhgard and Farrokhi (2010), Hu and Yurkovich (2012), Kim (2006), Plett (2004), and Gould, Bingham, Stone, and Bentley (2008)....
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1,141 citations