基于深度学习的功率MOSFET剩余寿命预测方法

Power switching devices serve as critical components in power conversion systems, making their lifespan evaluation essential for ensuring the safe and reliable operation of such systems. To address the limitations of existing statistical data-driven methods, which often exhibit low accuracy, poor stability, and inadequate adaptability in handling complex, nonlinear, and large-scale data, this stud...