In-situ dynamic transmission error -driven lightweight wide-area deconstruction network for gear spalling fault intelligent diagnosis

Key Points

• Key diagnostics focus on dynamic transmission error to address gear spalling, improving fault recognition.
• The method showed effectiveness in identifying spalling faults across various network nodes, with significant accuracy.
• A comprehensive network was designed for fault detection, enhancing the reliability of intelligent diagnoses in applications.
• Potential applications span various industries, suggesting improved maintenance and operational efficiency may be achievable.