Application of BP neural network method to identify nonlinear translational stiffness in rotating shaft systems

Key Points

• Identifying nonlinear translational stiffness improves the understanding of mechanical systems performance.
• The BP neural network method effectively analyzes complex relationships within rotating shaft systems.
• Assessment using a specialized neural network reveals critical stiffness variations that affect system behavior.
• This approach may enable more accurate simulations and designs in engineering applications.