Step 1: Click Recommended Part Number to Drill Down

Demo Guide Progress:

Please click the top golden-highlighted part number [MOD-M10-144HC-580W] or the [👉 Drill Down] beacon below to experience DPB's core product-to-work-order diagnostic flow!

Hint: You can also sort by [🎯 CV % Stability] or hover over any icon to view definitions.

Dynamic Process Benchmark (Product Level)

Management Objective: Identify products with significant touch time variance & CV % among similar families (statistical outliers filtered).

Page 1 / 4 (Product Level)

Product Code (Drill Down) ?	Product Description	Clean WOs ↕ ?	Stability (CV %) ↕ ?	Avg Yield (pcs) ↕ ?	Touch Time (s/100pcs) ↕ ?	Avg Lead Time (min) ↕ ?	Trend Rate ↕ ?	Manufacturing Route ?

Dynamic Process Benchmark (Detail & Diagnostics)

Management Objective: Work Order Breakdown ➔ Waiting Queue Diagnostics ➔ Step CV% Boxplot ➔ Operator Benchmark

Product: -

Part No: -

Analyzed WOs: -

Statistical Outliers: -

Avg Touch Time: -

Waiting Ratio: -

Statistical Anomaly Alert: Out of 47 work orders, DPB's Tukey Boxplot (1.5×IQR) pinpointed 2 outlier work orders (Lead Time > 1,084 min or queue ratio > 85%), marked below.

Detection Rate 4.3%

Lead Time Distribution Boxplot

Lower: 745m Median: 830m Q3: 881m Upper Fence: 1084m

Total Lead Time Structure Breakdown

Queue Stagnation 72.8%

Touch 27.2%

🟧 Waiting Time: Avg 604.2 min (inter-process queue & WIP delay) 🟩 Touch Time: Avg 225.6 min (active machine/operator value-add)

Work Order	Lead Time (min)	Waiting Time (min)	Touch Time (min)	Yield (pcs)	sec/100pcs ?	Wait % ?	Status	Diagnostic Reason

Manufacturing Route CV% Variation Flow:

Step Efficiency Boxplot: [20-01 Cell String Soldering]

Switch Step:

Work Order	Operator(s)	Start Time	End Time	Gross Touch (s)	Pause (s)	Qty (pcs)	sec/100pcs	Step Status

Active Operators

Team Fair-share Touch Time

174.6 s

Top Benchmark Operator

Han Lixin (117.2s)

Fair-share Touch Allocation

Rank	Operator Name	Primary Step	Participated WOs	Completed Qty (pcs)	Fair-share Touch (s/100pcs) ↕ ?	Stability (CV %) ↕ ?	Rating

Time-Series Touch Time Trend (Learning Curve)

🚀 Sustained Efficiency Gain: Early batches averaged 215.4s ➔ Recent batches down to 178.6s (+17.1% improvement).

Active Machines

Line Avg Machine Touch Time

210.5 s

Top Benchmark Machine

LAM-01 Vacuum Laminator