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cs.AI2026
Robust Prototypical Networks for Few-Shot Sensor Fault Diagnosis
Mohammed Ayalew Belay, Amirshayan Haghipour, Pierluigi Salvo Rossi
Industrial fault diagnosis often operates with only a handful of labeled fault examples, making few-shot learning attractive for sensor monitoring. Standard prototypical networks a…
cs.AI2026
Kalman Prototypical Networks for Few-shot Fault Detection in Combined Cycle Gas Turbines
Mohammed Ayalew Belay, Lucas Ferreira Bernardino, Adil Rasheed +2
Combined-cycle gas turbines (CCGTs) play a key role in modern power generation, offering both high efficiency and reduced environmental impact. However, their complex thermo-fluid…