用于估算碳化硅 MOSFET 晶体管结温的卷积模型

Ali El ArabiLEMTA, Denis MailletLEMTA, Nicolas BletLEMTA, Benjamin Remy
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摘要

结温是监测基于 MOSFET 晶体管的电力电子转换器的一个非常重要的参数。与IGTBT 等其他晶体管相比,MOSFET 晶体管的开关频率相对较高。然而,MOSFET 的电气参数与热高度相关。在实施控制策略时,MOSFET 电气参数的热依赖性很少被考虑在内,这其中有很多技术原因,例如难以测量结温。实际上,晶体管的结温无法直接测量。芯片上覆盖的凝胶提供了电绝缘和热绝缘,因此无法通过红外热成像技术进行测量。此外,由于环境中的电磁干扰,也无法进行直接的热电偶测量。一些研究人员尝试将芯片温度与热敏电阻参数相关联。在本研究中,我们建立了一个热卷积模型,通过在两个精心选择的位置(距离结点足够远以避免电磁干扰)进行外部温度测量,并利用在每个芯片上测量到的耗散功率,来估算属于同一电子电路的两个 MOSFET 晶体管的结点温度。两个晶体管之间的热耦合以相互透射的形式进行了考虑。首先使用 COMSOL Multiphysics 三维数值模拟对模型进行了校准,然后进行了实验研究。结果非常理想,说明了卷积模型的稳健性。
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A convolutional model for estimating the junction temperatures of SiC MOSFET transistors
The junction temperature is a very important parameter for monitoring power electronics converters based on MOSFET transistors. They offer the possibility of switching at relatively higher frequencies than other transistors like IGTBTs. However, the electrical parameters of MOSFETs are highly thermally dependent. The thermo-dependence of MOSFET electrical parameters is rarely taken into consideration when implementing control strategies, for many technological reasons, such as the difficulty of measuring the junction temperature. In practice, the junction temperature of transistors is inaccessible for direct measurement. The presence of a gel covering the chips, that provides electrical and thermal insulation, makes measurement by infrared thermography impossible. Furthermore, direct thermocouple measurement cannot be implemented due to the electromagnetic disturbances in the environment. Several researchers have attempted to correlate chip temperature with thermosensitive electrical parameters. In the present work, a thermal convolutive model has been developed to estimate the junction temperatures of two MOSFET transistors belonging to the same electronic circuit from external temperature measurements in two well-chosen locations (far away enough from the junction to avoid electromagnetic interference), using also the measured power dissipated on each chip. The thermal coupling between the two transistors has been considered in the form of mutual transmittances. The model was first calibrated using three-dimensional numerical simulations in COMSOL Multiphysics, followed by an experimental study. The results are very promising, illustrating the robustness of the convolutional model.
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