Self-attention-based adaptive remaining useful life prediction for IGBT with Monte Carlo dropout
Dengyu Xiao, Chengjin Qin, Jianwen Ge, Pengcheng Xia, Yixiang Huang, Chengliang Liu
Topics & Concepts
Insulated-gate bipolar transistorReliability (semiconductor)Reliability engineeringDropout (neural networks)Monte Carlo methodComputer scienceTransient (computer programming)Process (computing)Construct (python library)Machine learningEngineeringVoltagePower (physics)StatisticsMathematicsElectrical engineeringQuantum mechanicsPhysicsProgramming languageOperating systemSilicon Carbide Semiconductor TechnologiesSemiconductor materials and devicesAdvancements in Semiconductor Devices and Circuit Design