IEEE

Lifetime Prediction of Electrical Machines Under Nonstationary Loads by Coupled Thermal Model and Insulation Aging Assessment

Abstract: Electrical machines (EMs) in electromechanical actuators (EMAs) need to be highly reliable, especially when driving safety-critical systems in more electric aircraft (MEA). However, the ...
IEEE

Prediction of Magnetic Field for PM Machines With Irregular Rotor Cores Based on an Enhanced Conformal Mapping Model Considering Magnetic-Saturation Effect

Abstract: In this article, permanent magnet (PM) machines with irregular rotor cores, mainly including surface-mounted PM (SMPM) machines and surface-inset PM (SIPM) machines, are analyzed by an ...
Journal of Medical Internet Research

Explainable Machine Learning Model for Predicting Persistent Sepsis-Associated Acute Kidney Injury: Development and Validation Study

Results: A total of 46,097 patients with sepsis from multiple cohorts were enrolled for analysis. Among 17,928 patients with sepsis in the derivation cohort, 8081 patients (45.1%) showed progression ...