Factory Data · 13 Real Projects · Before & After

Conformal Cooling Before & After: 13 Projects, Real Production Numbers

By MouldNova / Saiguang 3D Technology · Updated March 2026 · Automotive · Cosmetics · FMCG · Electronics · Appliance · Medical

Cycle time reduction claims of "up to 70%" are common in conformal cooling marketing. Factory data is rarer. This page documents 13 production mold projects where we replaced conventional straight-drilled cooling circuits with 3D-printed conformal cooling inserts. Every number below comes from Moldflow simulation validated by actual production runs — not from test coupons or laboratory conditions.

The applications span automotive components, cosmetics packaging, FMCG closures, consumer electronics, home appliances, and medical devices. Parts range from 6-second cycle times (cosmetics cap) to 100-second cycle times (spirits bottle cap). The pattern is consistent: conformal cooling delivers meaningful cycle time reduction in every application, with the largest gains where conventional drilling cannot reach — deep cores, thin-wall features, and geometries with no straight-line access.

13
Production Projects
72%
Max Cycle Time Reduction
57%
Max Mold Temp Reduction
15–72%
Cycle Time Range Across All Projects
6
Industries Covered
Jump to a Project
Case 1 — Cosmetics Round Cap: −72% cycle time Case 2 — Automotive Trunk Oil Rod: −34% cycle time, −57% mold temp Case 3 — Automotive Rearview Mirror Pivot: −24% cycle time Case 4 — Automotive Brake Fluid Reservoir: −30% cycle time Case 5 — FMCG Yogurt Bottle Cap: −28.5% cycle time, +2,058 pcs/shift Case 6 — Maotai Spirit Bottle Cap: −33% cycle time Case 7 — Eye Cream Box: −17% cycle time Case 8 — Transparent Compact: −15% cycle time Case 9 — Lotion Bottle Cap: −24% cycle time Case 10 — Xiaomi Humidifier: −33% cycle time Case 11 — Solar Panel Shield: −24% cycle time Case 12 — E-Cigarette Tip: −30% cycle time Case 13 — Medical Deep-Well Plate: −43% cycle time All 13 Projects: Summary Table

Each project follows the same format: the problem with conventional cooling, the conformal solution, and the measured production results. Where available, Moldflow simulation screenshots and insert photos are included.

Case 1: Cosmetics Round Cap — 72% Cycle Time Reduction

Case 01 Cosmetics Packaging

Round Cosmetics Cap (Transparent PETG)

Problem: The cap's curved geometry concentrated heat near the gate. Conventional straight-drilled channels could not reach the critical zone. Result: gate burning on every shot, surface cloudiness on the PETG material, and a 21-second cooling phase that dominated cycle time.
Cosmetics cap gate burn marks - conventional cooling
Before: Gate Burning
Cosmetics cap accepted product clear surface - conformal cooling
After: Accepted Product
Moldflow simulation conventional cooling 21.71 seconds
Moldflow: Conventional — 21.71s
Moldflow simulation conformal cooling 6.57 seconds
Moldflow: Conformal — 6.57s
MetricConventional CoolingConformal CoolingImprovement
Cooling time21 s6 s−72%
Part temperature at ejection93 °C60 °C−35.6%
Mold insert temperature94 °C62 °C−34.4%
Mold temperature stabilityUnstable (rising)StableEliminated drift
Gate burning defectPresentNoneEliminated
−72%
Cooling time
−35.6%
Part ejection temp
−34.4%
Mold insert temp
Zero
Gate burn defects

Solution approach: Conformal channels were routed to follow the curved cap geometry, placing the cooling circuit 2–3 mm from the mold surface throughout. The conventional mold could not access this zone at all — the closest drilled channel was 12 mm from the hottest area. The 72% cooling time reduction is the largest in this dataset, driven by the geometry mismatch that made conventional cooling particularly ineffective.

Case 2: Automotive Trunk Oil Rod — −34% Cycle Time, −57% Mold Temperature

Case 02 Automotive

Trunk Oil Rod (Cylindrical Deep Core)

Problem: The rod's long cylindrical geometry required a deep slender core. Conventional cooling could not reach the tip; the mold ran at 80 °C, causing warpage and preventing ejection without distortion. Cycle time was 60 seconds — mostly cooling wait time. Output was 1,152 pieces per shift.
Conventional straight cooling channels cannot reach core tip CAD
Before: Conventional Channels
Double-helix conformal cooling channels on cylindrical core CAD
After: Double-Helix Conformal
Automotive trunk oil rod warped parts conventional cooling
Before: Warped Parts
Automotive trunk oil rod straight parts no warpage conformal cooling
After: Straight, No Warpage
MetricConventionalConformalImprovement
Cooling time60 s40 s−34%
Mold temperature80 °C34 °C−57%
Part warpageYesNoEliminated
Output per shift1,152 pcs1,570 pcs+418 pcs (+36%)
Unit cost¥1.87 / pc¥1.42 / pc−¥0.45 / pc
−34%
Cycle time
−57%
Mold temperature
+418
Parts per shift
−¥0.45
Per-part cost saving

Solution: A double-helix conformal cooling circuit was printed around the cylindrical core. The helix geometry balances heat field symmetry around the core axis, eliminating the thermal gradient that caused bending warpage. The 57% mold temperature reduction is the highest in this dataset — enabled by the helical channel placing coolant within 2 mm of the mold surface around the full core circumference.

Case 3: Automotive Rearview Mirror Pivot — +455 pcs/Shift

Case 03 Automotive

Rearview Mirror Pivot (MS1 Steel, Deep Ribs)

Problem: Deep rib features on the pivot body caused thick section sink marks and excessive flash at the part surface. Conventional cooling (pin-and-bushing) could not reach deep rib locations. Mold temperature was 46 °C but uneven, causing localized hot zones in the ribs.
Rearview mirror pivot conventional pin cooling CAD
Before: Pin-and-Bushing Cooling
Rearview mirror pivot conformal cooling channels deep ribs MS1 insert
After: Deep-Rib Conformal Channels
MetricConventionalConformalImprovement
Cooling time50 s38 s−24%
Mold temperature46 °C30 °C−35%
Part warpageYesNoEliminated
Output per shift1,440 pcs1,895 pcs+455 pcs (+32%)
Unit cost¥1.49 / pc¥1.15 / pc−¥0.34 / pc

Case 4: Automotive Brake Fluid Reservoir — −41% Mold Temperature

Case 04 Automotive

Brake Fluid Reservoir (MS1, Deep Boss Features)

Problem: Uneven cooling caused deep boss features to shrink and sink. Cycle time was 41 seconds. The mold ran hot (65 °C) with no ability to place channels near the boss roots using conventional drilling.
Brake fluid reservoir conventional cooling layout CAD
Before: Conventional
Brake fluid reservoir conformal cooling channels reaching boss locations
After: Conformal into Boss Zones
MetricConventionalConformalImprovement
Cooling time41 s29 s−30%
Mold temperature65 °C24 °C−41°C (−63%)
Part warpageYesNoEliminated
Output per shift1,756 pcs2,482 pcs+726 pcs (+41%)
Unit cost¥1.24 / pc¥0.90 / pc−¥0.34 / pc

Case 5: FMCG Yogurt Bottle Cap — +2,058 pcs/Shift

Case 05 FMCG Packaging

Yogurt Drink Bottle Cap (High-Cavity, PETG)

Problem: Gate burn marks at the cap inner surface. At high cavity counts and short cycle times, any cooling inefficiency compounds across millions of annual shots. The 14-second baseline cycle was already fast — but still leaving productivity on the table.
MetricConventionalConformalImprovement
Cooling time14 s10 s−28.5%
Part warpageYesNoEliminated
Output per shift5,142 pcs7,200 pcs+2,058 pcs (+40%)
Unit cost¥0.44 / pc¥0.33 / pc−¥0.11 / pc
+2,058
Parts per shift gain
−28.5%
Cycle time
−¥0.11
Per-part cost saving

At high annual volumes (tens of millions of caps), the ¥0.11/pc cost saving represents a significant annual saving that repays the conformal insert cost within weeks of production.

Case 6: Maotai Spirit Bottle Cap — +308 pcs/Shift, −¥0.83/pc

Case 06 FMCG Packaging

Maotai Spirit Bottle Cap (Tall, Dense Geometry)

Problem: The tall cap geometry with dense ribs could only be cooled by a central baffle — unable to reach the outer rib walls. The mold ran hot and warped the cap body. 100-second cycle time. Only 720 pieces per shift.
Maotai bottle cap single central baffle cooling CAD
Before: Central Baffle Only
Maotai bottle cap conformal cooling channels outer walls insert photo
After: Full-Coverage Conformal
MetricConventionalConformalImprovement
Cooling time100 s70 s−33%
Part warpageYesNoEliminated
Output per shift720 pcs1,028 pcs+308 pcs (+43%)
Unit cost¥2.83 / pc¥2.00 / pc−¥0.83 / pc

Case 7: Eye Cream Box — Gate Burn Eliminated

Case 07 Cosmetics Packaging

Eye Cream Box (PETG, Optical Surface Required)

Problem: Gate location at the base of the box caused consistent burn marks visible through the transparent PETG. The product surface was not clear enough for cosmetics standards. Cold conventional channels were not accessible near the gate zone.
MetricConventionalConformalImprovement
Cooling time60 s50 s−17%
Gate burn defectYesNoEliminated
Output per shift1,200 pcs1,440 pcs+240 pcs (+20%)
Unit cost¥1.87 / pc¥1.59 / pc−¥0.28 / pc

Case 8: Transparent Compact (Powder Box) — Surface Clarity Restored

Case 08 Cosmetics Packaging

Amber Transparent Compact (PETG, Dual Cavity)

Problem: Dual-cavity compact mold with PETG resin. Gate locations on the flat face caused burn marks and surface haze. The flat geometry looks simple but the large projected area required even cooling across the full surface — impossible with straight drilled channels.
Dual cavity transparent compact conformal cooling channel design inserts
Conformal Channel Design
Amber transparent compact clear surface conformal cooling result
After: Clear Surface, No Burn
MetricConventionalConformalImprovement
Cooling time47 s40 s−15%
Gate burn defectYesNoEliminated
Output per shift1,531 pcs1,800 pcs+269 pcs (+18%)

Case 9: Diamond Lotion Bottle Cap — Surface Transparency Achieved

Case 09 Cosmetics Packaging

Diamond-Faceted Lotion Bottle Cap (MS Material)

Problem: Diamond facet geometry required exceptional surface quality. Mold overheating caused gate-pin adhesion (sticking), poor cooling, and a surface not transparent enough for the MS resin. Conventional channels could not reach the faceted side walls.
MetricConventionalConformalImprovement
Cooling time65 s50 s−24%
Gate pin adhesionYesNoEliminated
Output per shift1,100 pcs1,440 pcs+340 pcs (+31%)

Case 10: Xiaomi Humidifier — −33% Cycle Time, −¥3.6/pc

Case 10 Home Appliance

Xiaomi Humidifier Body (Large Cylindrical Part)

Problem: The humidifier body is a large cylindrical part. Conventional cooling caused hot zones near the top edge during demolding, tearing the part. Injection time was very long. Hybrid approach: conformal cooling placed at the thermally critical mid-body zone, combined with conventional channels elsewhere.
Xiaomi humidifier conventional channel layout CAD
Before: Conventional
Xiaomi humidifier hybrid conformal cooling hot zones CAD
After: Hybrid Conformal
Xiaomi humidifier body 3D printed conformal cooling insert
Xiaomi Humidifier + Insert
Xiaomi humidifier finished product
Finished Product
MetricConventionalConformalImprovement
Cooling time90 s60 s−33%
Mold temperature62 °C48 °C−22.5%
Part warpageYesNoEliminated
Output per shift880 pcs1,320 pcs+440 pcs (+50%)
Unit cost¥13.6 / pc¥10.0 / pc−¥3.6 / pc
−¥3.6
Per-part saving (highest in dataset)
+50%
Output per shift
−33%
Cycle time

Case 11: Solar Panel Shield — −24% Cycle Time, Shrinkage Eliminated

Case 11 Home Appliance

Solar Panel Shield (MS1 Steel, Deep Pockets)

Problem: Deep pocket features caused localized overheating, leading to material shrinkage voids in thick sections. Conventional deep-hole drilling at the pocket locations had poor cooling efficiency and short tool life.
MetricConventionalConformalImprovement
Cooling time50 s38 s−24%
Mold temperature46 °C30 °C−35%
Shrinkage voidsYesNoEliminated
Output per shift1,440 pcs1,895 pcs+455 pcs (+32%)
Unit cost¥1.89 / pc¥1.56 / pc−¥0.33 / pc

Case 12: E-Cigarette Tip — Conventional Machining Impossible

Case 12 Consumer Electronics

E-Cigarette Mouthpiece (1.5mm Micro Channels)

Problem: The mouthpiece cavity was too small for conventional channel drilling. No coolant could reach the cavity zone at all — the mold ran at 65 °C with surface defects on every part. Conventional machining simply cannot place a coolant circuit inside this geometry.
E-cigarette tip no coolant possible conventional drilling
Before: No Cooling Possible
E-cigarette tip 1.5mm conformal cooling micro channels inside cavity
After: 1.5mm Micro Channels
3D printed conformal cooling inserts e-cigarette mouthpiece before after
Printed Inserts + Products
Finished e-cigarette mouthpieces no surface defects conformal cooling
Defect-Free Products
MetricConventionalConformalImprovement
Cooling time28 s20 s−30%
Mold temperature65 °C24 °C−41°C (−63%)
Surface defectsYesNoEliminated
Output per shift2,570 pcs3,600 pcs+1,030 pcs (+40%)
Unit cost¥0.98 / pc¥0.76 / pc−¥0.22 / pc

This case illustrates a category where conformal cooling isn't just better — it's the only option. No conventional drilling process can place a coolant circuit inside a cavity this size. The 3D-printed insert with 1.5mm diameter channels is the enabling technology that makes this geometry manufacturable at production volumes.

Case 13: Medical Deep-Well Plate — −43% Cycle Time, +1,286 pcs/Shift

Case 13 Medical Devices

Medical Deep-Well Plate (Thin Walls, Confined Geometry)

Problem: The deep-well plate has thin perimeter walls surrounding a dense array of deep wells. The floor and perimeter bottom space was too confined for conventional channel placement. Uneven cooling caused dimensional variation between wells — unacceptable for laboratory applications requiring consistent well geometry.
Medical deep-well plate no conventional cooling perimeter floor zones
Before: No Cooling at Critical Zones
Medical deep-well plate conformal cooling perimeter floor channels CAD
After: Full-Perimeter Conformal
Medical deep-well plate 3D printed conformal cooling mold insert
Product + Insert Photos
Finished medical deep-well plate uniform well geometry
Finished Medical Plate
MetricConventionalConformalImprovement
Cooling time45 s26 s−43%
Mold temperature46 °C30 °C−35%
Shrinkage defectsYesNoEliminated
Output per shift1,760 pcs3,046 pcs+1,286 pcs (+73%)
Unit cost¥3.5 / pc¥2.6 / pc−¥0.9 / pc
+73%
Output per shift (highest gain)
−43%
Cycle time
+1,286
Parts per shift
−¥0.9
Per-part saving

All 13 Projects: Summary Table

Every project in this dataset delivered meaningful cycle time reduction. The range is 15–72%, with the median around 30%. Larger reductions correlate with geometries where conventional cooling had the most difficulty — deep cores, thin cavities, curved surfaces, and features too small for conventional drilling.

# Application Industry Cycle −% Mold Temp −% Output Gain Cost Saving/pc
01 Cosmetics Round Cap Beauty −72% −34.4%
02 Trunk Oil Rod Auto −34% −57% +418 pcs −¥0.45
03 Rearview Mirror Pivot Auto −24% −35% +455 pcs −¥0.34
04 Brake Fluid Reservoir Auto −30% −63% +726 pcs −¥0.34
05 Yogurt Bottle Cap FMCG −28.5% +2,058 pcs −¥0.11
06 Maotai Spirit Bottle Cap FMCG −33% +308 pcs −¥0.83
07 Eye Cream Box Beauty −17% +240 pcs −¥0.28
08 Transparent Compact Beauty −15% +269 pcs
09 Diamond Lotion Cap Beauty −24% +340 pcs
10 Xiaomi Humidifier Appliance −33% −22.5% +440 pcs −¥3.60
11 Solar Panel Shield Appliance −24% −35% +455 pcs −¥0.33
12 E-Cigarette Tip Electronics −30% −63% +1,030 pcs −¥0.22
13 Medical Deep-Well Plate Medical −43% −35% +1,286 pcs −¥0.90

What These Results Have in Common

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