Fault prognosis of industrial robots in dynamic working regimes: Find degradation in variations

•RUL prediction using domain-generalization-adversarial long short-term memory.•Two-stage health assessment of PCA-SPE and p-chart to reduce outliers.•A workflow of fault prognosis to reduce complex variations. Industrial robots are widely used in modern factories. Robot faults lead to the inevitabl...

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