MODULE 03 // FACTORY PRODUCTION INTELLIGENCE•SPECTRO-FEED: 100% ONLINE (12.4ms)•ISO 105-J03 / ASTM D2244 STANDARD
Your Mill’s Data, Decoded in Real Time.
Direct spectrophotometric telemetry connecting dyehouse jiggers, continuous stenters, and finish lines. Eliminate shade drifts and re-dyes before rolls reach inspection.
Stream Ingestion
LIVE TELEMETRY STREAM
query_statsVisual Query & Mill Telemetry Control
DETERMINISTIC COMPUTE • NO HALLUCINATIONSboltInvestigation Scenarios:
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Active Operational Inquiry
“Show average Delta E and rework rates for Reactive Navy batches across all finishing stenters this week.”
Telemetry Ingestion Pipeline14.2ms Relational Compute
Metric: ΔE00 Chromatic Deviation➔Group: Finishing Machine (Stenters)➔Window: Last 7 Days
Logic:Avg ΔE00 = Σ(ΔE00) / n batches • Re-dye flag triggered if ΔE00 ≥ 0.80
Target: ΔE00 < 0.40 (Strict: < 0.60)stacked_bar_chartTolerance Distribution Matrix
Total Sample: 143 Processed LotsStrict Match (<0.40): 70%
Pass (0.40-0.60): 20%
Review (0.60-0.80): 0%
Drift (>0.80): 10%
palettePhysical Dye Swatch & Precision Deviation (4 Monitored Units)
Visual Standard vs Actual LotStenter #01 (Bruckner)Reactive Navy Blue • 42 Lots Recorded
0.0% Rework0.284 ΔE00OPTIMAL
Telemetry Note: Benchmark line. Chamber temperature uniform across 6 bays.ΔL +0.12 | Δa -0.08 | Δb +0.18
Stenter #03 (Monforts)Reactive Navy Blue • 38 Lots Recorded
2.6% Rework0.312 ΔE00OPTIMAL
Telemetry Note: Stable production. Minimal tension variance on weft selvages.ΔL +0.2 | Δa -0.09 | Δb +0.17
Stenter #02 (Bruckner)Reactive Navy Blue • 45 Lots Recorded
6.7% Rework0.542 ΔE00REVIEW
Telemetry Note: Thermal drift detected in Bay 4. Recalibrate RTD thermo-sensor.ΔL +0.43 | Δa +0.19 | Δb +0.25
Stenter #04 (Santex)Reactive Navy Blue • 18 Lots Recorded
16.7% Rework0.810 ΔE00DRIFT ALERT
Telemetry Note: Critical over-curing and pad-mangle pressure imbalance.ΔL +0.69 | Δa +0.33 | Δb +0.47
Filter:
| IDENTIFIER | CALCULATED VALUE ↑ | TOTAL LOTS | KEY INDICATOR | STATUS |
|---|---|---|---|---|
Stenter #01 (Bruckner) | 0.284 ΔE00 | 42 | 0.0% Rework | OPTIMAL |
Stenter #03 (Monforts) | 0.312 ΔE00 | 38 | 2.6% Rework | OPTIMAL |
Stenter #02 (Bruckner) | 0.542 ΔE00 | 45 | 6.7% Rework | REVIEW |
Stenter #04 (Santex) | 0.810 ΔE00 | 18 | 16.7% Rework | DRIFT ALERT |
verified_userAudited relational schema: zero extrapolated synthetic datapoints.
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Continuous Lot ΔE Stream
Measured ΔE000.80 Reject
touch_appClick any node along the curve to inspect raw spectrophotometer reflectance
lens_blurSpectro HUD: LOT #2026-N491
RFT PASSEDTarget Standard
Deep Reactive Navy
Batch Sample
ΔE 0.28
ΔL* (Lightness)
+0.12
Δa* (Red/Green)
-0.08
Δb* (Yellow/Blue)
+0.18
precision_manufacturingMill Floor Action Directive
Verified RFT • Feed to Compacting Calender
Timestamp: 10:14 AMMetamerism Index: 0.14
Recent Spectro FeedsSelect to Inspect
LOT #2026-N491
Stenter #01 (Bruckner)
ΔE 0.28 PASS
10:14 AM
LOT #2026-N492
Stenter #01 (Bruckner)
ΔE 0.31 PASS
10:48 AM
LOT #2026-N493
Stenter #03 (Monforts)
ΔE 0.35 PASS
11:20 AM
LOT #2026-N494
Stenter #03 (Monforts)
ΔE 0.39 PASS
11:55 AM
Floor Performance KPIs
Autonomous Quality & Efficiency Indexes
Direct bottom-line metrics synthesized from over 450+ production lots in Bangladesh export vertical facilities.
RFT RATE+8.4%
94.2%
Right-First-Time dyehouse rate vs 85.8% historic baseline.
AVERAGE ΔE-42%
0.36
Overall lot chromatic drift across D65 and TL84 illuminants.
REWORK RATE-32%
2.1%
Reduction in re-dyeing runs, steam consumption, and chemical costs.
MONTHLY SAVINGSMILL LEVEL
৳17,04,000
Calculated dyestuff, auxiliary chemical, and steam cost savings per month.