The machining cycle for part 963DDFFC-875D-40AF-9295-FE595E4603E5 is stable with an estimated tool RUL of over 500 hours. The average spindle load is 59.66%, which is slightly below the target roughing range of 65%-85%, suggesting potential for feedrate optimization.
This report provides a technical quality assessment of the machining cycle for Part ID 963DDFFC-875D-40AF-9295-FE595E4603E5. The analysis focuses on spindle load efficiency, tool stability, and compliance with AS9100 quality standards.
Spindle Load: The average load was 59.66% with a peak of 89.0%. According to the optimization guidelines, a load below 65% for roughing is considered under-utilized, indicating that the Material Removal Rate (MRR) could be improved.
Vibration & Stability: The average vibration (vibr_mean) was 58.129g. This is significantly above the baseline (< 0.10g) and the chatter threshold (> 0.30g), which may indicate mechanical resonance or a need for sensor recalibration.
Tool Health: The RUL assessment is "Stable" with a beta trend of -0.001 and an estimated remaining life of > 500 hours, indicating the tool is in good condition.
Torque/Force: Mean values for tx, ty, and tz (0.0, 0.0, 0.024 Nm) are within the normal range (0.00 - 5.00 Nm), confirming stable tool engagement.
The cycle demonstrates consistency in tool health and torque stability, aligning with AS9100's focus on risk mitigation. However, the deviation from the target spindle load (59.66% vs 65-85%) and the high vibration readings suggest a risk to surface quality and process efficiency. To maintain AS9100 compliance, it is recommended to optimize the feedrate to reach the economic threshold and investigate the vibration source to ensure process repeatability and quality consistency.