Fractional-order stochastic resonance-based rescaling-frequency scanning images for early multi-frequency fault detection of machines

Key Points

• Enhanced fault detection improves machine reliability, reducing unexpected downtime.
• Detection accuracy increased by analyzing frequencies, particularly in complex signal environments.
• Assessment using fractional-order stochastic resonance highlights its effectiveness in signal processing.
• Supports the need for early intervention in maintenance practices for optimal machine performance.