伽辽金法
偏微分方程
代表(政治)
热的
控制理论(社会学)
常微分方程
扩散
控制变量
应用数学
计算机科学
数学
微分方程
有限元法
数学分析
物理
控制(管理)
热力学
政治
机器学习
人工智能
法学
政治学
作者
Yu Zhou,Hua Deng,Han‐Xiong Li
标识
DOI:10.1109/tii.2022.3212279
摘要
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 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.
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