Load-Independent Junction Temperature Estimation Via Combined TSEPs Modeling for SiC MOSFETs

Junction temperature estimation with high precision is crucial to the reliability and safe operating of silicon-carbide (SiC) metal-oxide-semiconductor field-effect transistors (MOSFETs). Approaches using temperature-sensitive electrical parameters (TSEPs) are widely employed in the monitoring, offering benefits of non-invasiveness and fast thermal response. This paper proposes a load-independent junction temperature model incorporating three TSEPs, the peak drain voltage ( V DS,pk ), the peak drain current ( I D,pk ), and the turn-on delay time ( t d,on ). This model eliminates the impact of both load voltage and current, thus improving the estimating accuracy and anti-interference ability compared with other approaches relying on single or fewer TSEPs. Initially, four typical TSEPs and their dependencies on junction temperature and load conditions are established theoretically. Then, the proposed modeling method via combined TSEPs is introduced. Its effectiveness and advantage are experimentally validated with double-pulse tests. Under various loading conditions, the conventional single TSEP method exhibits a mean absolute percentage error up to 22.56%, while the proposed method effectively reduces it down to 6.31%.