Digital Twin-Driven Zero-Shot Fault Diagnosis of Axial Piston Pumps Using Fluid-Borne Noise Signals

arXiv:2512.19280 · cs.LG, cs.AI · Submitted 2025-12-22 · Read on arXiv

cs.LG, cs.AI

Submitted: 2025-12-22

Updated: 2025-12-22

Terminology

• Digital Twin — 2× in this paper · explained in 5 episodes
• Accuracy — 1× in this paper · explained in 1 episode
• Benchmark — 1× in this paper · explained in 2 episodes
• Fidelity — 1× in this paper · explained in 2 episodes
• Physics-Informed Neural Network (PINN) — 1× in this paper · explained in 3 episodes

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