Control-Oriented Galerkin-Spectral Model for 3-D Thermal Diffusion of Pouch-Type Batteries
Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
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Related Research Unit(s)
Detail(s)
Original language | English |
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Journal / Publication | IEEE Transactions on Industrial Informatics |
Publication status | Online published - 6 Oct 2022 |
Link(s)
DOI | DOI |
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Document Link | |
Link to Scopus | https://www.scopus.com/record/display.uri?eid=2-s2.0-85139857881&origin=recordpage |
Permanent Link | https://scholars.cityu.edu.hk/en/publications/publication(c00fa9ba-a433-4b03-a24e-c60e9a751d28).html |
Abstract
Control-oriented thermal models are essential for onboard temperature monitoring of lithium-ion batteries in automobile applications. This work develops a Galerkin-spectral model for the three-dimensional (3-D) thermal diffusion in pouch cells. First, a full-order model that depicts the battery thermal phenomenon is introduced from a physical point of view. Considering different physical properties in each area, we apply a space decomposition approach to decouple the interactive thermal effects between the cell core and tabs. Then, mild approximations are made to generate a more succinct model governed by the partial and ordinary differential equations. Finally, a low-order representation is extracted from the original infinite-dimensional system by employing spectral expansion on the spatiotemporal variable. Experimental and simulation studies indicate satisfactory reduced-order performance and practical validity of the proposed model.
Research Area(s)
- 3-D thermal diffusion, Batteries, control-oriented model, Galerkin-spectral method, Heating systems, Lithium-ion batteries, Mathematical models, Method of moments, Modeling, Solid modeling, Symbols
Citation Format(s)
Control-Oriented Galerkin-Spectral Model for 3-D Thermal Diffusion of Pouch-Type Batteries. / Zhou, Yu; Deng, Hua; Li, Han-Xiong.
In: IEEE Transactions on Industrial Informatics, 06.10.2022.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review