Reduced Size-Defect Rate by 66.6% via Contact Point Optimization on Lathe Chucks, Saving $45,017/Year
แหล่งที่มาของการประหยัด
ปัญหาปัจจุบัน:
Machined parts with a length tolerance requirement of 15 +/- 0.06 mm experienced a 0.2% defect rate, primarily resulting in undersized dimensions (< 14.94 mm). Root cause analysis identified chip debris adhering to clamping contact surfaces, insufficient seating push force by operators toward the end of shifts, and flat full-surface circular clamping designs that exacerbated tilt during clamping. Across 5 part numbers with a combined monthly output of 725,000 units, this defect generated a direct loss of $4,544 USD/month.
กลไกการปรับปรุง:
Redesigned the clamping mechanism by converting the full circular contact area to a 3-point contact design (3 mm x 3 mm per point), reducing the contact area to ~20% and lowering chip adhesion probability by 80%. Combined this with direct air-blow cleaning of the contact area, limiting the collet opening stroke to 0.2 mm over the raw stock diameter (including a C1 chamfer), and shifting the target center dimension upward (15.01~15.03 mm) to balance the bilateral error distribution.
1. Context & Root Cause Analysis
A turning process requires a length tolerance of 15 ± 0.06 mm. The baseline defect rate was 0.2% (1 NG unit per 500 produced). Across 5 high-volume part numbers totaling 725,000 units/month, direct scrap costs reached $4,544 USD/month. Analysis revealed that length variation was driven by improper seating inside the collet chuck, caused by three main factors: fine chip debris adhering to contact surfaces (debris as thin as 0.07 mm caused out-of-tolerance parts), operator fatigue/lack of focus near shift ends, and full circular contact geometry that increased the probability of chip traps. Measurement data showed 100% of defective parts were undersized (< 14.94 mm), confirming a unidirectional error bias.
2. Implementation Steps
3. Results & Lessons Learned
Total scrap rate fell by 0.16% (from 0.2% down to 0.04%), breakdown: chuck mechanism adjustments contributed -0.02%, 3-point contact redesign contributed -0.09%, and center dimension adjustment contributed -0.05%. Monthly savings reached $3,751 USD (≈ $45,017/year) across all 5 part numbers. Key takeaway: shifting focus from inspecting final results to controlling seating contact conditions achieves process stability without heavy capital investment.