3-D scanned oven geometry improves the modeling accuracy of the solid-state microwave heating process

多物理 微波炉 微波食品加热 过程(计算) 计算机科学 几何学 有限元法 数学 工程类 电信 结构工程 操作系统
作者
Kartik Verma,J Nachtrab,Jake Dvorak,Peter Alley,Ran Yang,Hao Gan,Jiajia Chen
出处
期刊:Journal of Microwave Power and Electromagnetic Energy [Taylor & Francis]
卷期号:57 (4): 247-263 被引量:4
标识
DOI:10.1080/08327823.2023.2269496
摘要

Solid-state-based microwave ovens are promising to mitigate the non-uniformity issue for their precise controlled microwave parameters. Multiphysics modeling is a useful tool for understanding complicated microwave heating processes. However, previous models using simple or manually measured oven geometry had challenges in accurately predicting the heating patterns. This study developed a 3-D scanning approach to characterize the accurate geometric details of the cavity and incorporate it in the multiphysics modeling of solid-state microwave heating. The effect of oven geometric details on modeling accuracy was evaluated for models using the simple box, manually measured, and 3-D scanned geometries at multiple microwave frequencies and port locations. A quantitative approach was also developed to replace the previously often-used qualitative approach to compare the spatial temperature profiles between the simulation and experiments. The Multiphysics-based models using 3-D scanned geometry showed significantly or considerably smaller RMSE values (1.57 to 4.11 °C) than the models with simple box geometry (1.73 to 6.33 °C) and manually measured geometry (1.48 to 4.66 °C) at most heating scenarios. The 3-D scanned approach can accurately incorporate the irregular geometric details of the oven cavity and can improve the prediction accuracy of microwave heating models for future food products and oven development.
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